Item;Authors;Title;Year;Cited by;Abstract;Source title;Type of decision;Stakeholders involvement;Type of methodology;Link
1;Hashemi S.H., Karimi A., Tavana M.;An integrated green supplier selection approach with analytic network process and improved Grey relational analysis;2015;389;With increased worldwide awareness of environmental protection, green supply chain management (GSCM) has received much attention from both researchers and practitioners over the past decade. Traditionally, organizations have considered criteria such as cost, quality, and delivery to evaluate the performance of their suppliers. Although there is an abundance of studies considering the conventional criteria in supplier selection, there are a rather limited number taking into account the environmental issues. In this study, we use both economic and environmental criteria and propose a comprehensive green supplier selection model. The analytic network process (ANP) is used to deal with the interdependencies among the criteria, and the traditional Grey relational analysis (GRA) has been modified to better address the uncertainties inherent in supplier selection decisions. We utilize the ANP and an improved GRA to weight the criteria and rank the suppliers respectively. The proposed approach is novel, and allows decision-makers to participate in the assessment process and use linguistic evaluation in the green supplier selection process. A case study in the automotive industry is presented to demonstrate the effectiveness of the proposed approach. © 2014 Elsevier B.V. All rights reserved.;International Journal of Production Economics;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84916210371&doi=10.1016%2fj.ijpe.2014.09.027&partnerID=40&md5=626a8e870817715cf7e9daba095ee194
2;Rajesh R., Ravi V.;Supplier selection in resilient supply chains: A grey relational analysis approach;2015;260;Suppliers can be considered as inevitable sources of external risks in modern supply chains. In this context, resilience that stands for the adaptive capability to respond to disruptions and recovering from it needs to be considered in supplier selection. But selection of suppliers is a challenging issue that involves the evaluation of both qualitative and quantitative attributes, in usual have imprecise and limited information. Grey relational analysis based on linguistic assessment of supplier rating and attribute weightings could judiciously be used under these situations to obtain a set of possibility values for prioritizing supplier selection. In this research, a supplier to be selected in the context of a resilient supply chain is termed as a resilient supplier. Taking electronic supply chain as a case study, with six alternative suppliers, grey possibility values for supplier selection were calculated and the suppliers were prioritized. Sensitivity analysis was also conducted to identify how far the selection priorities of suppliers change by varying the weightings given to each of the resilience attributes. This helps us in identifying the attributes of resilience where a particular supplier performs well. A comparison of proposed grey methodology with analytic hierarchy process (AHP) and analytic network process (ANP) was also conducted to comprehend extent of out-performance. The results of the proposed research could help top management in taking strategic level decision making with respect to selection of suppliers in a resilient supply chain. © 2014 Elsevier Ltd.;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84920018942&doi=10.1016%2fj.jclepro.2014.08.054&partnerID=40&md5=46bfa92c4ad6e10da31215a819903423
3;Büyüközkan G., Güleryüz S.;An integrated DEMATEL-ANP approach for renewable energy resources selection in Turkey;2016;223;Renewable energy resources (RER) are globally emerging as an energy generation alternative and latest research points out that these resources will have vital importance in the future. Limited reserves and negative environmental impacts of fossil fuels make investors to consider RER for sustainable development. In this study, a multi-criteria decision making (MCDM) approach is applied using the Decision Making Trial and Evaluation Laboratory Model (DEMATEL) technique, integrated with Analytic Network Process (ANP) for selecting the most appropriate RER in Turkey from an investor-focused perspective. The originality of the work comes from its ability to combine technical, economic, political and social attributes with a developed RER evaluation model and the effective and integrated framework it provides to select the most appropriate RER for Turkey for the first time using integrated DEMATEL and ANP approach. © 2016 Elsevier B.V.;International Journal of Production Economics;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84989154463&doi=10.1016%2fj.ijpe.2016.09.015&partnerID=40&md5=97d3b759958d5216e54a3cb9b6b4b582
4;Cabral I., Grilo A., Cruz-Machado V.;A decision-making model for Lean, Agile, Resilient and Green supply chain management;2012;212;In modern business environments, an effective supply chain management (SCM) is crucial to business continuity. Competition between supply chains (SC) has replaced the traditional competition between companies. Lean, Agile, Resilient and Green (LARG) paradigms are advocated as the foundation of a competitive SCM. To make a supply chain more competitive, capable of responding to the demands of customers with agility and capable of responding effectively to unexpected disturbance, in conjugation with environmental responsibilities and the necessity to eliminate processes that add no value, companies must implement a set of LARG SCM practices and key performance indicators (KPI) to measure their influence on the SC performance. However, the selection of the best LARG SCM practices and KPIs is a complex problem, involving dependencies and feedbacks. This paper proposes an integrated LARG analytic network process (ANP) model to support decision-making in choosing the most appropriate practices and KPIs to be implemented by companies in an SC. To validate the model in an exploratory approach, a case study in an automaker supply chain is presented. © 2012 Copyright Taylor and Francis Group, LLC.;International Journal of Production Research;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84865694320&doi=10.1080%2f00207543.2012.657970&partnerID=40&md5=5122d4aef96de19182309a03ce44fb08
5;Chiu W.-Y., Tzeng G.-H., Li H.-L.;A new hybrid MCDM model combining DANP with VIKOR to improve e-store business;2013;211;Many consumers today buy products and services from e-stores. Because e-store managers are responsible for allocating different resources, it is essential that they understand consumers' shopping behaviour to provide the best possible value for visitors to their websites. Therefore, the purpose of this article is to focus on assessing and improving strategies to reduce the gaps in customer satisfaction caused by interdependence and feedback problems among dimensions and criteria to achieve the aspiration level. We propose a new hybrid Multiple Attribute Decision Making (MADM) model, combining the Decision Making Trial and Evaluation Laboratory (DEMATEL), DEMATEL-based Analytic Network Process (DANP), and VIšekriterijumsko KOmpromisno Rangiranje (VIKOR) methods to solve these problems. Then, three real cases are used to illustrate how the proposed new hybrid Multiple Criteria Decision-Making (MCDM) model improves e-store business. These results can provide e-store managers with a knowledge-based understanding of how to create marketing strategies that reduce the performance gaps of dimensions and criteria to satisfy consumers' needs and encourage customers to purchase more. © 2012 Elsevier B.V. All rights reserved.;Knowledge-Based Systems;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84870057263&doi=10.1016%2fj.knosys.2012.06.017&partnerID=40&md5=ba168d3406b05776a8b95d3082d21bc4
6;Bhattacharya A., Mohapatra P., Kumar V., Dey P.K., Brady M., Tiwari M.K., Nudurupati S.S.;Green supply chain performance measurement using fuzzy ANP-based balanced scorecard: A collaborative decision-making approach;2014;185;The purpose of this paper is to delineate a green supply chain (GSC) performance measurement framework using an intra-organisational collaborative decision-making (CDM) approach. A fuzzy analytic network process (ANP)-based green-balanced scorecard (GrBSc) has been used within the CDM approach to assist in arriving at a consistent, accurate and timely data flow across all cross-functional areas of a business. A green causal relationship is established and linked to the fuzzy ANP approach. The causal relationship involves organisational commitment, eco-design, GSC process, social performance and sustainable performance constructs. Sub-constructs and sub-sub-constructs are also identified and linked to the causal relationship to form a network. The fuzzy ANP approach suitably handles the vagueness of the linguistics information of the CDM approach. The CDM approach is implemented in a UK-based carpet-manufacturing firm. The performance measurement approach, in addition to the traditional financial performance and accounting measures, aids in firms decision-making with regard to the overall organisational goals. The implemented approach assists the firm in identifying further requirements of the collaborative data across the supply-cain and information about customers and markets. Overall, the CDM-based GrBSc approach assists managers in deciding if the suppliers performances meet the industry and environment standards with effective human resource. © 2013 © 2013 Taylor & Francis.;Production Planning and Control;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84897916891&doi=10.1080%2f09537287.2013.798088&partnerID=40&md5=ff30d75bfe9577768450d9e4be76987c
7;Liu C.-H., Tzeng G.-H., Lee M.-H.;Improving tourism policy implementation - The use of hybrid MCDM models;2012;180;Few studies have presented a holistic approach to evaluating complex national tourism policies, successfully quantified the dynamics at play, or proposed an improvement model. The corresponding purpose of this study is to address this problem, using the method of hybrid MCDM (multiple criteria decision-making) to examine the dependent relationships among various dimensions and criteria of tourism policies and, ultimately, to suggest an optimal improvement plan for Taiwan tourism policy. A decision-making trial and evaluation laboratory (DEMATEL) is employed to construct a network relationship map (NRM), which then is used to illustrate the influential network of the tourism policy improvement model. The DEMATEL-based analytic network process (DANP) and VIKOR are adopted to evaluate the weights and the gaps to the aspired level of implementation. The model is useful in identifying both an influential network and a priority sequence of dimensions/criteria related to tourism policies and, thus, is helpful to tourism policy management. © 2011 .;Tourism Management;Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-82955163205&doi=10.1016%2fj.tourman.2011.05.002&partnerID=40&md5=bac1fb1826a28338f453b5089db42ea0
8;Hsu C.-H., Wang F.-K., Tzeng G.-H.;The best vendor selection for conducting the recycled material based on a hybrid MCDM model combining DANP with VIKOR;2012;172;Environmentally conscious manufacturing and product recovery (ECMPRO) has become an obligation of manufacturers, and it has been extended to be the policy and strategy of businesses. Producing recyclable products and using recycled materials are optimal strategies for ECMPRO. Vendor selection (VS) is one of the multiple criteria decision-making (MCDM) problems in strategic supply chain management. The purpose of this article is to propose how the best selection to conduct the recycled materials can be implemented for enhancing and increasing the efficiency of using resources in the manufacturing process through recycled materials VS. Aluminum composite panel (ACP) is a global product, and ACP companies in Taiwan use recycled materials in more than 80% for their products on a quantity basis. Therefore, we selected the ACP industry of Taiwan as an empirical model to study VS and to reveal methods of improving gaps in each criterion for achieving the aspired levels of performance. We use the MCDM model combining DEMATEL-based on ANP (called DANP) with VIKOR to solve the recycled materials VS problems of multiple dimensions and criteria that are interdependent, instead of the independent assumption of an analytic hierarchy process, for mimicking the real-world scenario. © 2012 Elsevier B.V.;Resources, Conservation and Recycling;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84864440540&doi=10.1016%2fj.resconrec.2012.02.009&partnerID=40&md5=274e836733a02605c8df6443e5a3c8f3
9;Kiani Mavi R., Standing C.;Critical success factors of sustainable project management in construction: A fuzzy DEMATEL-ANP approach;2018;172;There is an extensive number of factors that influence the success and failure of projects, however, literature lacks an inclusive categorization of them especially in construction. This paper aims to identify critical success factors (CSFs) of project management and categorize them into five criteria groups: (1) project, (2) project management, (3) organization, (4) external environment and (5) sustainability. To determine the interdependence and weight of the CSFs, data was gathered from 26 Australian project managers from the construction industry. The contribution of the paper is in identifying cause and effect criteria of CSFs and in identifying their weights. Using the fuzzy decision making and evaluation laboratory (fuzzy DEMATEL) method it is shown that the organization, external environment and sustainability are “cause” criteria, while project and project management are identified as “effects”. The fuzzy analytic network process (fuzzy ANP) is used to weigh the sub-criteria by considering the interdependence of the main criteria. The findings revealed that the highest weights are assigned to top management and sponsor support (s), stakeholder expectations (w45=0.050) and end users imposed restrictions (w41=0.039), respectively. Project managers can significantly improve project success by focusing on more important critical success factors rather than paying equal attention to all of them. © 2018 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053084654&doi=10.1016%2fj.jclepro.2018.05.120&partnerID=40&md5=41ca5fa4a13c565c9e5c8b3c9022f86c
10;Tirkolaee E.B., Mardani A., Dashtian Z., Soltani M., Weber G.-W.;A novel hybrid method using fuzzy decision making and multi-objective programming for sustainable-reliable supplier selection in two-echelon supply chain design;2020;170;Recently, large companies have shown a growing tendency to enhance the reliability and sustainability of their supply chains to increase customers’ satisfaction in terms of on-time fulfillment of demands and to be compatible with environmental regulations. Therefore, finding the best approaches to achieve companies’ goals is a crucial concern in supply chain management, and the majority of organizations prefer to cooperate with reliable and sustainable companies. In designing a supply chain, the supplier selection problem, order size identification, and order allocation are midterm decisions that are needed to be made separately. To this end, three levels of the supply chain, i.e., suppliers, central warehouses, and wholesalers are considered. In the first level, to address the sustainable supplier selection problem, a novel hybrid approach based on the fuzzy logic is implemented. This approach applies the Fuzzy Analytic Network Process (FANP) method to ranking criteria and sub-criteria, the fuzzy Decision-Making Trial and Evaluation Laboratory (DEMATEL) is applied to identification of the relationships among the main criteria, and the fuzzy Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) to prioritizing the suppliers. After prioritizing the suppliers, the obtained weights are considered as the input of a tri-objective model designed to optimize the proposed supply chain. The objectives are minimization of the total cost of the chain, maximization of the weighted value of products by taking the account of suppliers’ priorities, and maximization of the reliability of the supply chain. Weighted Goal Programming (WGP) method is then used to deal with multi-objectiveness. To assess the applicability of the suggested methodology, a case study of the lamp supply chain was considered and solved using GAMS/CPLEX solver and optimal policies based on suppliers’ sustainability. The reliability of the supply chain was tested, and sensitivity analyses were also performed on the main parameters of the model. © 2019 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85076243171&doi=10.1016%2fj.jclepro.2019.119517&partnerID=40&md5=a31e8eeb848e5d1d97a0fea5a706b232
11;Van Horenbeek A., Pintelon L.;Development of a maintenance performance measurement framework-using the analytic network process (ANP) for maintenance performance indicator selection;2014;157;"The competitiveness and performance of manufacturing companies depend on the availability, reliability and productivity of their production equipment. This recognition has led to a drastic change of perception on maintenance over the past decades, evolving from a ""necessary evil"" to a ""value adding"" activity. In order to ensure a good performance of the production plant, maintenance managers need a good overview of maintenance processes and achievements. This can be attained by a rigorously defined maintenance performance measurement (MPM) system and maintenance performance indicators (MPI). Many performance measurement frameworks and indicators are presented in literature; however some major issues remain unresolved. Many papers discuss the development of generic maintenance performance frameworks and corresponding indicators; however none of the publications considers the selection of relevant MPI for a specific business context and consequently in relation with the company's maintenance objectives. Moreover, the link with the manufacturing and corporate strategy should be established in order to establish an MPM system useable throughout the entire company. In this way, maintenance performance measurement should be defined on all management levels (i.e. strategic, tactical and operational). To overcome these problems, the objective of this paper is to develop an MPM framework that aligns the maintenance objectives on all management levels with the relevant MPI used. In order to assist the maintenance manager on selection of the relevant MPI, an analytic network process (ANP) model and methodology is presented which is based on the designed MPM framework. The methodology is applied to several case studies considering companies from different types of industry. The results illustrate the applicability and capability of the presented MPM framework and ANP model to assist maintenance managers in the definition and selection of MPI in line with the maintenance and corporate objectives and strategy. The ANP approach enables the decision maker to better understand the complex relationships in the decision problem, which improves the reliability of the corresponding decisions. © 2013 Elsevier Ltd.";Omega (United Kingdom);Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84875642614&doi=10.1016%2fj.omega.2013.02.006&partnerID=40&md5=2856b7d4a168ea2c827a7b79b716f63f
12;He Q., Luo L., Hu Y., Chan A.P.C.;Measuring the complexity of mega construction projects in China-A fuzzy analytic network process analysis;2015;153;Mega construction projects in China are usually very complicated in nature, thus evaluating and understanding these complexities are critical to the success of these megaprojects. However, empirical studies related to the measurement of the complexity of megaprojects remain lacking. This paper aims to fill this gap by developing a complexity measurement model based on the Shanghai Expo construction project in China using fuzzy analytic network process (FANP). Firstly, a complexity measurement model consisting of 28 factors, which are grouped under six categories, namely, technological, organizational, goal, environmental, cultural and information complexities, is formulated through literature review using the content analysis technique. The model is then refined by a two-round Delphi survey conducted in the case megaproject. Finally, the refined model and suggestions for its application are provided based on the survey results. The model is believed to be beneficial for scholars and serve as reference for professionals in managing megaprojects. © 2014 Elsevier Ltd and International Project Management Association.;International Journal of Project Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84922667414&doi=10.1016%2fj.ijproman.2014.07.009&partnerID=40&md5=02ffdbdc04bdef7b0727adfe072fafdc
13;Büyüközkan G., Çifçi G.;Evaluation of the green supply chain management practices: A fuzzy ANP approach;2012;151;Environmentally responsible manufacturing, green supply chain management (GSCM), and related principles have become important strategies for companies to achieve profit and gain market share by lowering their environmental impacts and increasing their efficiency. As environment has become a key strategic consideration in supply chains, this study examines the components and elements of GSCM and suggests a novel GSCM evaluation framework. It also provides a real-case study of Ford Otosan, one of the pioneering companies about environmental subjects in Turkey, to illustrate the industrial application of our theoretical assessment model. The identified components are integrated into a strategic assessment and evaluation tool using analytical network process (ANP). The dynamic characteristics and complexity of the GSCM analysis environment make the ANP technique a suitable tool for this study. Moreover, to cope with ambiguity and vagueness of the decision maker's evaluations, the fuzzy extension of the ANP method is preferred. © 2012 Taylor & Francis.;Production Planning and Control;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84859201654&doi=10.1080%2f09537287.2011.561814&partnerID=40&md5=b2531ae7c7b7c934d21516251ac91057
14;Kuo R.J., Lin Y.J.;Supplier selection using analytic network process and data envelopment analysis;2012;148;The present study intends to present a supplier selection method, which also considers green indicators due to environmental protection issues, by using an analysis network process (ANP) as well as data envelopment analysis (DEA). ANP which is able to consider the interdependency between criteria releases the constraint of DEA that the users cannot set up criteria weight preferences. The model evaluation results for high-tech industry show that the proposed method can provide not only reasonable outcomes with a smaller number of decision making units, but can also provide more consistent results. © 2012 Copyright Taylor and Francis Group, LLC.;International Journal of Production Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84862646812&doi=10.1080%2f00207543.2011.559487&partnerID=40&md5=9eb12f1997ec82633402b56759b68674
15;Govindan K., Madan Shankar K., Kannan D.;Application of fuzzy analytic network process for barrier evaluation in automotive parts remanufacturing towards cleaner production - A study in an Indian scenario;2016;137;Increasing numbers of end-of-life vehicles and a burgeoning concern for conservation of resources pressures the implementation of auto parts remanufacturing globally. But unlike in developed nations, developing countries encounter struggle with the implementation of auto parts remanufacturing due to hidden facts. Many researchers have explored such hidden facts in auto parts remanufacturing in developing nations and their emerging economies. However, there is a huge gap in the state-of-the-art remanufacturing practices in India, despite India's strong advancements in the automobile industry. In fact, India's automobile industry is rapidly approaching that of China's in recent years. Although some studies are available regarding remanufacturing implementation, current research has generally failed to offer a deep analysis of the factors and barriers that exist as hurdles to such implementation. Consequently, this paper attempts to investigate the essential barrier to auto parts remanufacturing in an Indian scenario, and we also address vital interrelationships and interdependencies. To achieve the aim of the study, a model framework is proposed and applied to an Indian case industry. The data obtained from the case industry is processed with two solution methodologies: namely, interpretive structural modeling (ISM) and analytic network process (ANP). To avoid inaccuracies and vagueness in results, the data are manipulated under a fuzzy environment. This study reveals results which show that higher cost and lack of customer acceptance are the essential and most influential barriers in auto parts remanufacturing in an Indian scenario. This study contributes to society by assisting closed loop supply chain players to identify and eliminate the barriers to remanufacturing within the scope of the Indian sector. Finally, this paper provides a brief road map and insights into future research for remanufacturing specifically in an Indian context. © 2015 Elsevier Ltd.;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938118040&doi=10.1016%2fj.jclepro.2015.06.092&partnerID=40&md5=4fb15b410dd09c156ad592c21c35e472
16;Kusi-Sarpong S., Sarkis J., Wang X.;Assessing green supply chain practices in the Ghanaian mining industry: A framework and evaluation;2016;128;"Production and consumption in our industrial systems typically begin in the extractive, mining, industries. Typically these activities begin in emerging economies, such as Ghana. It is also clear that supply chain activities in mining operations may have severe environmental and social problems with serious economic consequences. Greening the supply chain of mining operations are an important avenue that can provide beneficial consequences. Developing, evaluating, assessing, and selecting essential green supply chain management (GSCM) practices are a goal for successful GSCM implementation. These practices may have interrelated and complex relationships. Understanding them and their relative importance is an initial step for achieving the assessment goals for successful GSCM implementation in the mining industry. This study adopts a proposed comprehensive and integrative GSCM major practices and sub-practices (framework); determines the relative relationships and influences within this GSCM framework, and identifies the perceived impact of the GSCM framework on organizational sustainable performance (economic, environmental, and social – triple bottom-line) pertinent to the mining industry, in the emerging economy nation of Ghana. An integrated methodology identifying and limiting interdependencies within GSCM factors will be utilized. The methodology uses fuzzy-DEMATEL and analytical network process (ANP) for the evaluation. Multiple field studies within Ghana's mining industry are used to illustrate the applicability of the proposed methodology. The results can provide valuable clues and guidelines to decision-makers and analysts inside and outside the mining industry, for improving corporate sustainable production and consumption. Future research and practical implications are also introduced in the paper. © 2016 Elsevier B.V.";International Journal of Production Economics;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84964350640&doi=10.1016%2fj.ijpe.2016.04.002&partnerID=40&md5=4b00f6f596aa35896aabf51355d6d1b1
17;Tavana M., Yazdani M., Di Caprio D.;An application of an integrated ANP–QFD framework for sustainable supplier selection;2017;126;This study provides a novel integrated multi-criteria decision-making approach to sustainable supplier selection problems. Despite the large supply chain management literature on green performance measurement, the need for a systematic analysis of how specific sustainable variables develop and affect each other remains mostly overlooked. The proposed integrated framework allows for such an analysis. By combining analytic network process and quality function deployment, our model identifies a clear hierarchical structure for all the relevant sustainable factors and sub-factors while weighting the decision criteria based on the importance given to customer requirements. Finally, suppliers are ranked using a multi-objective optimisation procedure based on ratio analysis and weighted aggregated sum product assessment. The proposed framework is used to analyse a case study of a dairy company, but it can be easily implemented for supplier selection by any other company with similar features. © 2016 Informa UK Limited, trading as Taylor & Francis Group.;International Journal of Logistics Research and Applications;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84981745096&doi=10.1080%2f13675567.2016.1219702&partnerID=40&md5=1a74892f0d593a4798c94e75cd5d24e6
18;Orji I.J., Kusi-Sarpong S., Huang S., Vazquez-Brust D.;Evaluating the factors that influence blockchain adoption in the freight logistics industry;2020;118;This study proposes a technology- organization- environment (TOE) theoretical framework of critical factors that influence the successful adoption of blockchain technologies in the freight logistics industry and prioritize them using the analytic network process (ANP). The research findings indicate that ‘availability of specific blockchain tools’, ‘infrastructural facility’, and ‘government policy and support’ are the three topmost ranked significant factors that influence the adoption of blockchains in the freight logistics industry. These findings will aid government agencies, freight logistics firms and blockchain service providers in strategizing for the advancement and successful adoption of blockchain and improvement of overall organizational competitiveness. © 2020 Elsevier Ltd;Transportation Research Part E: Logistics and Transportation Review;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85088034006&doi=10.1016%2fj.tre.2020.102025&partnerID=40&md5=ad1c3072bee84b97837d07d28a6bcaae
19;Khoshnava S.M., Rostami R., Valipour A., Ismail M., Rahmat A.R.;Rank of green building material criteria based on the three pillars of sustainability using the hybrid multi criteria decision making method;2018;116;A green building material (GBM) is an ecological, health-promoting, recycled, or high-performance building material that impacts the material selection to cover all three pillars (3Ps) of sustainability. The absence of clear instructions for GBMs and the difficulty of precision adjustments of GBM criteria with 3Ps sustainability make GBM selection a challenge. In addition, the consideration of all sustainability factors in GBM selection is a multi-criteria decision problem that requires mathematical techniques such as the multi criteria decision making (MCDM) method. This study applies a hybrid MCDM methodology to resolve multiple incompatible and conflicting GBM criteria to align with 3Ps sustainability. The Decision-Making Trial and Evaluation Laboratory (DEMATEL) was used to analyze the efficacy of and interrelationship between GBM criteria. This tool is a hybrid model using fuzzy analytic network process (FANP) for aligning and ranking GBM criteria based on 3Ps sustainability. Additionally, the study inspects four groups of professionals in Malaysia who involved in GBM selection and modified one of the oldest GBM criteria models considering the criteria identified from a comprehensive literature review. The results show that the relationship between GBMs and sustainability criteria are different based on the separate 3Ps of sustainability. The evaluation and results provide a valuable reference for building professionals to enhance sustainable construction through green materials. © 2016 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85006056927&doi=10.1016%2fj.jclepro.2016.10.066&partnerID=40&md5=67a31b37d2e290dc8c1fae102ff7e5d1
20;Hsu D.W.L., Shen Y.-C., Yuan B.J.C., Chou C.J.;Toward successful commercialization of university technology: Performance drivers of university technology transfer in Taiwan;2015;114;The transfer of university technology. 22This study adopts the definition of university technology transfer suggested by Siegel et al. (2003).to industry involves a multitude of mechanisms which can be broken down into an even larger number of activities. These mechanisms and activities include launching technology-oriented start-ups, and providing the following: collaborative research, contract research, consulting services, technology licensing, graduate education, advanced training for enterprise staff, exchange of research staff, and other forms of formal or informal information transfer. Taking Taiwan's universities as a research base, this study intends to identify the critical drivers affecting the performance of university technology transfer. The Fuzzy Delphi method, interpretive structural modeling (ISM), and the analytic network process (ANP) are employed sequentially to derive the relative importance of the various performance drivers. Human capital and institutional/cultural resources are the two most emphasized resources for the improvement of university technology transfer in Taiwan. Some policy implications are derived on the basis of these results. © 2014 Elsevier Inc.;Technological Forecasting and Social Change;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84916909994&doi=10.1016%2fj.techfore.2014.11.002&partnerID=40&md5=5277b30a2ede70114492a1c0da4b3edf
21;Valipour Parkouhi S., Safaei Ghadikolaei A.;A resilience approach for supplier selection: Using Fuzzy Analytic Network Process and grey VIKOR techniques;2017;114;The aim of supplier selection is to select appropriate suppliers corresponding with resilient capabilities of the company's supply chain. Since suppliers are essential sources of vulnerability, better supplier selection results in building resilience thereby reducing the risks in supply chain in general. Therefore, in this study, with the aim of supplier selection by resilience approach and with an extensive review of the literature, an initial conceptual model is proposed. Then, the model was localized using the opinions of experts in a large industrial unit in Wood and Paper Industry. Subsequently, the importance level of the elements effective in resilient supplier selection using Fuzzy Analytic Network Process was determined. Using these elements, the resiliency level of the suppliers of the company was specified through the grey VIKOR method. Based on the obtained results, variation in price, vulnerability, supplier's capacity limit, supplier's capability limit, visibility, supplier's raw material acquisition difficulties and on time delivery were respectively the most important sub-criteria in resilient supplier selection in this unit. Finally, the most resilient suppliers of the industrial unit of the study were identified. © 2017;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85025470844&doi=10.1016%2fj.jclepro.2017.04.175&partnerID=40&md5=721504e53c3e252622655b98cabeec40
22;Ossadnik W., Schinke S., Kaspar R.H.;Group Aggregation Techniques for Analytic Hierarchy Process and Analytic Network Process: A Comparative Analysis;2016;110;The analytic hierarchy process (AHP) and the analytic network process are important multiple criteria decision making methods for supporting complex, discrete strategic management decision problems. In order to exploit a broader information basis as well as to achieve a sufficient degree of objectivity strategic decision settings are mostly embedded into a multi-personal decision context to which different individuals with expert status contribute. Owing to the fact that there is a vast number of different methods and further internal possibilities (derivation of means) to aggregate the individual expert preferences to a group consensus, the first aim of this paper is to present a comprehensive literature review on various aggregation possibilities. The second aim is the conduction of a transparent comparative analysis of selected approaches and methods (geometric/arithmetic aggregation of individual judgments, geometric/arithmetic aggregation of individual priorities, geometric/arithmetic loss function approach and Group AHP model). Therefore, we use four different evaluation scenarios and point out under which assumptions which solution is suitable. Starting from these results, the aggregation techniques adequate to a specific decision context are provided. © 2015, The Author(s).;Group Decision and Negotiation;OUT;OUT;OUT;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84958119743&doi=10.1007%2fs10726-015-9448-4&partnerID=40&md5=c0f5d3c13b4f79553e812f7967352f9d
23;Tjader Y., May J.H., Shang J., Vargas L.G., Gao N.;Firm-level outsourcing decision making: A balanced scorecard-based analytic network process model;2014;104;We combine the Analytic Network Process (ANP) and the Balanced Scorecard (BSC) to build a cohesive decision model for determining firm level IT outsourcing strategy. Although prior research has confirmed the existence of interactions among BSC indicators and the potential impact of those interactions on firm level performance, interactions have hitherto not been fully understood and implemented, due to lack of adequate tools. In this paper, we take advantage of the strength of the ANP technique to address the interaction issues between indicators when applying the BSC. The ANP establishes the interactions among the indicators, prioritizes the indicators under the four BSC perspectives, and then identifies the best outsourcing strategy through synthesis. A case company is used to study the feasibility of our approach at firm level outsourcing decision making. Finally, we examine the robustness of the model through sensitivity analysis, and demonstrate the importance of incorporating indicator interactions when operationalizing BSC. Managerial insights and implications derived through model analysis are discussed. © 2013 Elsevier B.V.;International Journal of Production Economics;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84889886611&doi=10.1016%2fj.ijpe.2013.04.017&partnerID=40&md5=4137ec1122ab6bf224a65149b4043453
24;Chemweno P., Pintelon L., Van Horenbeek A., Muchiri P.;Development of a risk assessment selection methodology for asset maintenance decision making: An analytic network process (ANP) approach;2015;103;Risk assessment performs a critical decision support role in maintenance decision making. This is through assisting maintenance practitioners systematically identify, analyze, evaluate and mitigate equipment failures. Often, such failures are mitigated through formulating effective maintenance strategies. In asset maintenance, well-known risk assessment techniques include the Failure Mode and Effect Analysis (FMEA), Fault Tree Analysis (FTA), and Bayesian Networks (BN). In recent years, considerable research attention has been directed towards improving existing techniques, often at the expense of a structured framework for selecting suitable risk assessment techniques. Often, several criteria influence the selection process. Moreover, the criteria are closely linked to specific organizational competencies that vary from one firm to another. In this study, a selection methodology for risk assessment techniques in the maintenance decision making domain is proposed. In the methodology, generic selection criteria for the FMEA, FTA and BN are derived based on the risk assessment process outlined in the ISO 31000:2009 standard. The criteria are prioritized using the Analytic Network Process (ANP), taking into account the judgment and opinion of academic and industrial domain experts. The results illustrate the usefulness of the proposed methodology towards assisting maintenance practitioners discern important competencies relevant to the specific technique and as such select the technique best suited for the organization. © 2015 Elsevier B.V. All rights reserved.;International Journal of Production Economics;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959193057&doi=10.1016%2fj.ijpe.2015.03.017&partnerID=40&md5=130ac23b82b68aba35faaa0b515019e5
25;Nilashi M., Ahmadi H., Ahani A., Ravangard R., Ibrahim O.B.;Determining the importance of Hospital Information System adoption factors using Fuzzy Analytic Network Process (ANP);2016;103;The Hospital Information System (HIS) is a computer system aimed at providing a paperless environment that covers all aspects of the hospital's operation such as clinical, administrative, and financial systems. The aim of this study is to provide more insight within the context of Malaysia to understand the potential factors that importantly driving or inhibiting the decision of HIS adoption from non-adopters' perspective. This study mainly integrates the diffusion of innovation theory, technology-organization-environment framework, institutional theory along with human-organization-technology fit model that can be tailored in understanding of the HIS adoption by Malaysian public hospitals. In this regard, the initial model is designed by considering four main dimensions (Technology, Environment, Human, Organization) with seventeen variables based on reviewing of the existing extensive literature of information system in particular information technology adoption in line with prior HIS adoption studies. Accordingly, a Fuzzy Analytic Network Process (ANP), one of the Multi-Criteria Decision Making (MCDM) techniques, model is developed to determine the most important factors among the four categories for the HIS adoption in the context of Malaysian public hospitals. These factors are identified and compared by 20 hospital experts and decision makers, who are fully familiar of HIS technology with also professional management and decision-making experience in hospitals. Then fuzzy ANP is applied to compute the weights of incorporated factors in the HIS adoption. The results reveal that hospitals with compatibility, complexity, mimetic pressure and vendor support are more likely to adopt HIS. Hence, the decision to adopt HIS is mainly determined by technological and environmental context. The study and its findings have resulted in theoretical contributions and research implications where the integrated theoretical model serves as a tool for healthcare industry to gain insight into the process of HIS adoption. © 2016;Technological Forecasting and Social Change;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978886238&doi=10.1016%2fj.techfore.2016.07.008&partnerID=40&md5=0e68a985b4bebf952d542b9e5acc67c5
26;Lin R.-H.;An integrated model for supplier selection under a fuzzy situation;2012;98;Supplier selection as an essential component of supply chain management is usually a multi-criteria decision problem which, in actual business contexts, may have to be solved in the absence of precise information. To tackle with the multiple criteria and the inherent uncertainty in supplier selection, this study propose to adopt the fuzzy analytic network process (FANP) approach first to identify top suppliers by considering the effects of interdependence among selection criteria and to handle inconsistent and uncertain judgments. FANP is then integrated with fuzzy multi-objective linear programming (FMOLP) in selecting the best suppliers for achieving optimal order allocation under fuzzy conditions. © 2012 Elsevier B.V. All rights reserved.;International Journal of Production Economics;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84859926410&doi=10.1016%2fj.ijpe.2012.02.024&partnerID=40&md5=e7a58c11fac51172c5983cab93012340
27;Sarkis J., Meade L.M., Presley A.R.;Incorporating sustainability into contractor evaluation and team formation in the built environment;2012;98;This paper introduces a decision model and framework for subcontractor selection and team formation in the built environment based on the economic/business, social and environmental triple-bottom-line aspects of sustainability. The model and decision framework aid the decision maker in forming a construction project team that can most benefit the overall goal of sustainability and compatibility amongst the subcontractors (supply chain) from a number of trade industries. The model uses both the Analytic Hierarchy Process (AHP) and the Analytic Network Process (ANP) as its basis. Once the generic decision model is defined, an example application is described to show its use and feasibility. The robustness of the solution is demonstrated using sensitivity analysis, allowing the decision maker to appreciate the complexities in this decision environment. This work builds on the relatively sparse formal mathematical modeling research and applications to sustainability in the built environment, an industry that has significant economic, social, and environmental influences. © 2012 Elsevier Ltd. All rights reserved.;Journal of Cleaner Production;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84858833410&doi=10.1016%2fj.jclepro.2012.02.029&partnerID=40&md5=02e5fe766ec868eb696598832df88710
28;Teng C.-C., Horng J.-S., Hu M.L., Chien L.-H., Shen Y.-C.;Developing energy conservation and carbon reduction indicators for the hotel industry in Taiwan;2012;98;This study develops and weights energy conservation and carbon reduction (ECCR) indicators for the hotel industry in Taiwan to create an instrument to help address climate change. Eighteen semi-structured interviews were conducted with senior hotel managers, environmental specialists, and government officials to identify the preliminary ECCR framework. An expert panel then was invited to review the structure of ECCR criteria and the compiled criteria in a structure for item modification. An analytic network process questionnaire survey was employed to determine the relative weights of the criteria. The data analysis reveals seven categories in the ECCR framework: communication and participation, top management commitment, energy, water, waste, building, and purchasing. A total of 32 indicators were identified and prioritized in terms of their relative importance to ECCR contributions. The results of this study suggest that the success of ECCR implementation depends primarily on management support and staff engagement. Hotel operators can improve their environmental management by initiating ECCR practices based on the proposed ECCR indicators. © 2011 Elsevier Ltd.;International Journal of Hospitality Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-80051798488&doi=10.1016%2fj.ijhm.2011.06.006&partnerID=40&md5=5a7f942aa18ab0a023ee451ca9f5228b
29;Wong W.P., Ignatius J., Soh K.L.;What is the leanness level of your organisation in lean transformation implementation? An integrated lean index using ANP approach;2014;90;We develop a lean index to assess the leanness level of the organisation in sustaining lean transformation. This lean index is developed from theory, and is quantified using a multi-criteria approach i.e., analytic network process (ANP). This index provides a useful measure for sustainable lean performance because it adopts a holistic approach of performance measurement based on the socio-technical perspective which considers the interdynamics of human, system and technology. © 2012 Taylor & Francis.;Production Planning and Control;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84890478503&doi=10.1080%2f09537287.2012.674308&partnerID=40&md5=d7497865a846bce7808699b9754e7063
30;Yasmin M., Tatoglu E., Kilic H.S., Zaim S., Delen D.;Big data analytics capabilities and firm performance: An integrated MCDM approach;2020;89;This study explores the interdependence of big data analytics (BDA) capabilities and the impact of these capabilities on firm performance using an integrated multicriteria decision-making (MCDM) methodology. Drawing on a rich data set obtained from selected case study firms in Pakistan, three MCDM tools, namely, intuitionistic fuzzy decision-making trial and evolution laboratory (IF-DEMATEL), analytic network process (ANP), and simple additive weighting (SAW), are employed to assess the relative importance of BDA capabilities and the relationship of these capabilities with the firm performance. The results show that BDA capabilities are interdependent, and infrastructure capabilities are the highest-ranked among all, followed by management and human resource capabilities, respectively. The SAW results indicate an association between BDA capabilities and firm performance. Moreover, BDA capabilities are more strongly related to operational performance than to market performance. © 2020 Elsevier Inc.;Journal of Business Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85082814661&doi=10.1016%2fj.jbusres.2020.03.028&partnerID=40&md5=2aa1086150f3b4379b1e7631d6b38b30
31;Nilashi M., Ibrahim O., Reza Mirabi V., Ebrahimi L., Zare M.;The role of Security, Design and Content factors on customer trust in mobile commerce;2015;88;Building customer trust is a complex process that involves business and technology practices. Gaining customer trust in mobile commerce is a particular daunting task and plays a major influence on a customer's decision making behavior. A trusted website can provide mobile commerce with powerful competitive advantages. Various factors influence the complex process of engendering customer trust in mobile commerce websites. Evaluating those factors is important in decision making of selecting appropriate online shopping website. This study focuses on Security, Design and Content factors that influence the customers' trust in mobile commerce websites. The objectives of this paper are to reveal the real importance level of trust factors on customers' trust and decision making in selecting the appropriate trusted website. To achieve the objectives of this study, Analytic Network Process (ANP) from the Multi-Criteria Decision Making (MCDM) approaches and fuzzy logic from Artificial Intelligence (AI) approaches are used. By considering interrelationships among the trust factors, ANP is employed for selecting the appropriate website for mobile commerce. Then, using fuzzy set theory, a Fuzzy Inferences System (FIS) is developed for revealing the real importance level of factors. The outcome of the proposed decision-making system helps shopping websites managers and service providers to ascertain the trust level of their websites and adequately allow them to improve the website quality. © 2015 Elsevier Ltd.;Journal of Retailing and Consumer Services;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84949534697&doi=10.1016%2fj.jretconser.2015.05.002&partnerID=40&md5=6e593c320a749a5b540e0814d5e3864d
32;Zhang J.;Evaluating regional low-carbon tourism strategies using the fuzzy Delphi- analytic network process approach;2017;83;In support of an ambitious target to reduce carbon intensity by from 40 to 45 percent by the year 2020, as proposed by numerous leaders around the globe, various industries in China have come to think of carbon emissions reduction as an important part of their overall corporate strategy. As an energy-intense economic sector (Gössling, 2013), tourism is thus expected to play an important role in reducing CO2 emissions in China. However, low-carbon tourism in most destinations, and especially in newly-emerging tourism destinations, is being neglected to some extent. Examples of this neglect can be found in such areas as China's Chengguan District of Lhasa, which has ambitions to become a world tourism centre. This study develops a fuzzy Delphi-ANP approach to suggest which low-carbon tourism strategy should be adopted in Chengguan District in the coming years. Applying our approach, we find that the priorities of low-carbon tourism strategies in Chengguan District are: first, economic development (0.1965), secondly, environmental construction (0.1593), and finally, social support (0.1442). Specifically, the importance of the indicators for tourism carbon intensity, low-carbon transportation, education regarding a low-carbon environment, carbon sink density and sewage treatment are stressed in this paper, in order to call for the immediate implementation of low-carbon tourism development in Chengguan District. © 2016 Elsevier Ltd;Journal of Cleaner Production;Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84994536168&doi=10.1016%2fj.jclepro.2016.09.122&partnerID=40&md5=fe199d3382873d3e89629e1e19233ac3
33;Büyüközkan G., Güleryüz S., Karpak B.;A new combined IF-DEMATEL and IF-ANP approach for CRM partner evaluation;2017;82;Selection of the most suitable business partner is a strategic decision for outsourcing problems. This study aims to provide an effective evaluation approach for assessing alternative CRM partners. The choice of a suitable partner is a very complex decision, involving many conflicting objectives as well as complex considerations. Such decision processes involving several perspectives can be worked around by using Multi Criteria Decision Making (MCDM) techniques. MCDM can assist decision makers with reaching consensus with collective participation and objective decisions based on value judgments. This paper proposes a combined approach for effectively evaluating CRM partners that integrates Intuitionistic Fuzzy Sets (IFS) with Group Decision Making (GDM). It consists of Intuitionistic Fuzzy Analytic Network Process (IF-ANP) for building and analyzing the criteria weights and Intuitionistic Fuzzy Decision Making Trial and Evaluation Laboratory (IF-DEMATEL), a useful technique for managing uncertainties to identify interrelations between criteria. As the IFS describe powerfully vagueness and uncertainty, IFS can depict decision makers' evaluations with a structure which is more rich, allowing for a more accurate description of the decision making process. The scientific value of the paper stems from its ability to present a novel study that makes use of GDM based MCDM with combined IF-DEMATEL and IF-ANP approaches. This study contributes to the existing literature by providing a combined IFS based DEMATEL-ANP framework for the first time and developing a novel evaluation model for a real industrial problem to improve the CRM partner selection process. © 2017 Elsevier B.V.;International Journal of Production Economics;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021148928&doi=10.1016%2fj.ijpe.2017.05.012&partnerID=40&md5=e68b5559f782f4bfb2b95c32a03cb431
34;Sayyadi R., Awasthi A.;An integrated approach based on system dynamics and ANP for evaluating sustainable transportation policies;2020;81;Transportation systems are growing and complex systems. The presence of multiple, correlated, dynamically changing elements in this system with dependence and feedback add further complexity to the problem. In this paper, we present an integrated approach based on system dynamics (SD) simulation and analytic network process (ANP) for evaluating sustainable transport policies. Five policies namely trip sharing (TRS), trip rate reduction (TRR), reducing the length of the road network (LRN), car ownership (CAO), and average kilometres travelled (AKT) are evaluated against three criteria namely congestion level (CONG), fuel consumption (FULC), and emission (EMIS). The data for the policies is generated via system dynamics simulation. ANP is used to rank the evaluation criteria and the alternatives (sustainable transportation policies). A numerical study is provided. The results of our study reveal that trip sharing based policies perform better in comparison to the other policies for achieving sustainability in a transportation system. © 2018, © 2018 Informa UK Limited, trading as Taylor & Francis Group.;International Journal of Systems Science: Operations and Logistics;Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058163080&doi=10.1080%2f23302674.2018.1554168&partnerID=40&md5=737890280a86af29f6ff173d2781d7d6
35;Gürbüz T., Alptekin S.E., I?iklar Alptekin G.;A hybrid MCDM methodology for ERP selection problem with interacting criteria;2012;78;An enterprise resource planning (ERP) system is an information system to plan and integrate all of an enterprise's subsystems including purchase, production, sales and finance. Adopting such a comprehensive framework may result in the great savings in both costs and man hours. This research explores the application of a hybrid multicriteria decision making (MCDM) procedure for the evaluation of various ERP alternatives. The proposed evaluation framework integrates three methodologies: Analytic Network Process (ANP), Choquet integral (CI) and Measuring Attractiveness by a Categorical Based Evaluation Technique (MACBETH). ANP produces the priorities of alternatives with respect to the interdependent evaluation criteria. The conjunctive or disjunctive behaviors between criteria are determined using MACBETH and CI. Numerical application of the proposed methodology is implemented on the decision making problem of a firm that faces with four ERP projects. The final ranking is compared to the one obtained by ignoring the interactions among criteria. The results demonstrate that the ignorance of the interactions may lead to erroneous decisions. © 2012 Elsevier B.V. All rights reserved.;Decision Support Systems;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84868662525&doi=10.1016%2fj.dss.2012.05.006&partnerID=40&md5=8dd8ee0bde888183c64867abc6863c8b
36;Huang C.-N., Liou J.J.H., Chuang Y.-C.;A method for exploring the interdependencies and importance of critical infrastructures;2014;77;The failure of critical infrastructures may be hazardous to the general population, the economy, even national security. Disruptions in one type of infrastructure often transverse to other dependent infrastructures and possibly even back to the infrastructure where the failure originated. Unlike previous studies, this paper proposes a new method which addresses this interdependency and the feedback effects between different types of critical infrastructures by using a hybrid model which is a combination of both the Decision-Making Trial and Evaluation Laboratory (DEMATEL) and the Analytic Network Process (ANP) (called DANP). The proposed model not only remedies the shortcomings in the original ANP method but is also more reasonable. Data related to infrastructure in Taiwan are used to demonstrate this method. The new method can effectively capture the interdependency and prioritizes the critical types of infrastructure. © 2013 Elsevier B.V. All rights reserved.;Knowledge-Based Systems;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84888296621&doi=10.1016%2fj.knosys.2013.10.010&partnerID=40&md5=c72e8ff32ab76bdbe125f5bd66e9081d
37;Wu C., Barnes D.;An integrated model for green partner selection and supply chain construction;2016;77;Stricter governmental regulations and rising public awareness of environmental issues are pressurising firms to make their supply chains greener. Partner selection is a critical activity in constructing a green supply chain because the environmental performance of the whole supply chain is significantly affected by all its constituents. The paper presents a model for green partner selection and supply chain construction by combining analytic network process (ANP) and multi-objective programming (MOP) methodologies. The model offers a new way of solving the green partner selection and supply chain construction problem both effectively and efficiently as it enables decision-makers to simultaneously minimize the negative environmental impact of the supply chain whilst maximizing its business performance. The paper also develops an additional decision-making tool in the form of the environmental difference, the business difference and the eco-efficiency ratio which quantify the trade-offs between environmental and business performance. The applicability and practicability of the model is demonstrated in an illustration of its use in the Chinese electrical appliance and equipment manufacturing industry. © 2015 Elsevier Ltd. All rights reserved.;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84953338702&doi=10.1016%2fj.jclepro.2015.02.023&partnerID=40&md5=8c796bcb62a00e826b47566294d59bd2
38;Xu P., Chan E.H.W., Visscher H.J., Zhang X., Wu Z.;Sustainable building energy efficiency retrofit for hotel buildings using EPC mechanism in China: Analytic Network Process (ANP) approach;2015;77;Building Energy Efficiency Retrofit (BEER) is considered as a valuable way to improve energy efficiency of high-energy-consumption buildings. Sustainable BEER helps integrate sustainable development strategy into existing buildings and retrofit projects. To ensure BEER projects that can fulfill the sustainable development strategy, Energy Performance Contracting (EPC) is one possible market mechanism to deliver energy efficiency projects. Sustainable BEER under the EPC mechanism is a comprehensive system which involves the various demands of sustainable dimensions, performance criteria and groups of project success factors, making multi-criteria decisions become a challenging problem for decision makers. This paper aims to examine the interrelationships of sustainable BEER by focusing on an existing hotel building. EPC mechanism is applied in the case study and an effective Analytic Network Process (ANP) approach is also employed in the research. The result indicates that sustainable BEER in hotel buildings under the EPC mechanism is mainly determined by project control mechanism, available technology, organizing capacity of the team leader, trust, accurate Measurement and Verification (M&V), and team workers' technical skills. Decision makers should dedicate more attention to these aspects. From the research findings, several policy implications are proposed in this paper. © 2015 Elsevier Ltd.;Journal of Cleaner Production;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84942985032&doi=10.1016%2fj.jclepro.2014.12.101&partnerID=40&md5=d014d1980179db2d24a3e824bbb12629
39;Liu C.-H., Tzeng G.-H., Lee M.-H., Lee P.-Y.;Improving metro-airport connection service for tourism development: Using hybrid MCDM models;2013;76;Few studies in tourism and transport have discussed the connection service between metro systems with urban airports or proposed strategies to assist in improving performance for long-term development. The purpose of this study is to address this problem using the novel method of hybrid MCDM (multiple criteria decision-making), including DEMATEL (decision-making trial and evaluation laboratory), DANP (the DEMATEL-based analytic network process) and VIKOR, to examine the influential relationships among dimensions and criteria of the empirical case and to ultimately present the best improvement schemes, which are valuable for both practitioners and researchers and for those destinations attempted to integrate the urban transport with tourism development. © 2012 Elsevier Ltd.;Tourism Management Perspectives;Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84873317618&doi=10.1016%2fj.tmp.2012.09.004&partnerID=40&md5=ed60c534c1f528cb544603bb7e2cf7c3
40;Catron J., Stainback G.A., Dwivedi P., Lhotka J.M.;Bioenergy development in Kentucky: A SWOT-ANP analysis;2013;73;A hybrid Strengths, Weaknesses, Opportunities and Threats-Analytic Network Process (SWOT-ANP) framework was used to assess further development of biomass-based energy production in Kentucky. SWOT-ANP analyses were conducted with a focus group of forest policy experts in a statewide symposium on bioenergy development. Results show that participants perceive negative aspects associated with bioenergy development in Kentucky as more important than positive aspects. This suggests that various negative factors associated with bioenergy development may have to be addressed for ensuring its successful adoption in Kentucky. Results also show that factors influencing bioenergy development in Kentucky are interrelated and that SWOT-ANP can account for some of these interrelations. © 2012 Elsevier B.V.;Forest Policy and Economics;Non-Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84875245763&doi=10.1016%2fj.forpol.2012.12.003&partnerID=40&md5=17c4cddae394b1a56e8061d65c1fe7fa
41;Valipour A., Yahaya N., Md Noor N., Kildiene S., Sarvari H., Mardani A.;A fuzzy analytic network process method for risk prioritization in freeway PPP projects: An Iranian case study;2015;73;Risk assessment is one of the most important factors in achieving success in public-private partnership (PPP) projects. Some relationships between risks in freeway projects have been established. The occurrence of each risk can worsen the effects of others such as a negative impact of financial risks on construction risks. This paper is aimed at prioritizing significant risks in freeway PPP projects applying a fuzzy analytic network process (FANP) method for overcoming the problems of interdependencies and feedback among different risk-ranking alternatives. Data on the study have been collected through a literature review, an interview and a questionnaire survey distributed to experts in the field of freeway PPP projects. The obtained results have shown that financial, legal and political risks are the most significant groups, although improper design, changes in the value of granted lands and the termination of concession are the most important risks. The findings help with strengthening the capabilities of developing countries for risk management in freeway PPP projects. © 2015 Copyright © 2015 Vilnius Gediminas Technical University (VGTU) Press.;Journal of Civil Engineering and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84953886658&doi=10.3846%2f13923730.2015.1051104&partnerID=40&md5=d81ed479eba69392814051e4c39a1c00
42;Hsu C.-W., Lee W.-H., Chao W.-C.;Materiality analysis model in sustainability reporting: A case study at Lite-On Technology Corporation;2013;72;"An increasing number of companies involved in stakeholder engagement demonstrate social responsibility through sustainability reporting. However, a key challenge for most reporting organizations is on how to identify relevant issues for sustainability reporting and prioritize those material issues in accordance with stakeholder needs. This study utilized failure modes and effects analysis to construct a model of materiality analysis for determining material issues to be included in sustainability reporting as in the case of Lite-On Technology Corporation in Taiwan. This study employed three FMEA indices: Occurrence (O), which can be determined from the percentage of concerned stakeholders; likelihood of being detected (D), which refers to the level of concern among stakeholders; and severity (S), which can be quantified from the impact of issues on the strategic communication objective. The analytic network process was applied to determine the relative weights of the three indices. A risk priority number of materiality analysis was then calculated for each issue, which is provided by the companies to identify material issues of information disclosure in sustainability reporting. The proposed model not only helps firms systematically determine the material issues of sustainability reporting in accordance with stakeholder needs but also facilitates the effectiveness of corporate social responsibility communication.";Journal of Cleaner Production;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84883445598&doi=10.1016%2fj.jclepro.2013.05.040&partnerID=40&md5=447d001f2cc94076b98238915ca243f4
43;Altuntas S., Dereli T., Yilmaz M.K.;Multi-criteria decision making methods based weighted SERVQUAL scales to measure perceived service quality in hospitals: A case study from Turkey;2012;71;"The main objectives of this study are to: (i) measure hospital service quality by using analytic hierarchy process (AHP) and analytic network process (ANP) as a multi-criteria decision making method to acquire the relationship and the level of the importance among service quality measurement (SERVQUAL) dimension; (ii) find perceived service quality with respect to different hospital classes (A, B and C) in Istanbul, Turkey; (iii) compare AHP- and ANP-based weighted SERVQUAL scales with the unweighted SERVQUAL scale for public hospital service quality in terms of different hospital classes (A-B and C). First, four hospitals are selected randomly for each class and then, a questionnaire based on the SERVQUAL model is conducted for each class to measure perceived service quality with respect to five major criteria, namely tangible, reliability, responsiveness, assurance and empathy, from patients' viewpoints at hospitals. Next, the second questionnaire based on ANP is developed to evaluate the importance of criteria and construct the relations among the criteria. The study sample contains 281 outpatients totally. Three important findings are obtained in this study. First, there is a significant difference among different hospital classes regarding the perceived service quality. Second, according to the patients, the most important service quality dimensions are empathy, the knowledge of employees, sympathetic and reassuring employees, services provided at the time promised to do so, and safe feeling of patients in interactions with hospital employees. Thirdly, the, perceived service quality through the AHP- and ANP-based SERVQUAL scale is higher than that with the unweighted SERVQUAL scale. © 2012 Copyright Taylor and Francis Group, LLC.";Total Quality Management and Business Excellence;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84870558496&doi=10.1080%2f14783363.2012.661136&partnerID=40&md5=4330c1343b185508da7e89d9b2049c75
44;Fazli S., Kiani Mavi R., Vosooghidizaji M.;Crude oil supply chain risk management with DEMATEL–ANP;2015;70;"Crude oil supply chain is extremely complex and vulnerable to various risks. Clear understanding of these risks can help supply chain managers to make effective decisions. This paper identifies main risks related to crude oil supply chain and implements decision making trial and evaluation laboratory (DEMATEL) method to determine the interdependency between risks and then applies analytic network process (ANP) method to evaluate the importance of each risk and to determine the best response strategy. The results show that the most important risk area is the regulatory and environmental risks and that the transference and cooperation policy is rated as the best response strategy. Contributions of this paper are fourfold: (1) it provides a comprehensive framework of risks that need to be considered in crude oil supply chain risk management (SCRM) context; (2) it shows how DEMATEL can be applied to analyze the interdependency between risks; (3) it illustrates how various risks and risk management strategies can been assessed through the ANP approach to aid managers in their decision making processes; and (4) most important contribution is customization of crude oil SCRM in Iran. © 2015, Springer-Verlag Berlin Heidelberg.";Operational Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84945494691&doi=10.1007%2fs12351-015-0182-0&partnerID=40&md5=59fe1bdc046014bf10bd0b65dc2c9157
45;Gudiel Pineda P.J., Liou J.J.H., Hsu C.-C., Chuang Y.-C.;An integrated MCDM model for improving airline operational and financial performance;2018;68;The development of better methods for the improvement of airline performance is crucial, but this type of problem is difficult to solve because of the large number of complex factors involved making this inherently a multiple criteria decision making (MCDM) problem. In current studies, the factors to be evaluated are considered based upon a literature review or expert opinions. This study proposes an integrated model that combines data mining and MCDM to extract the critical factors for the improvement of airline performance. We apply the dominance-based rough set approach to extract the essential factors. The decision-making trial and evaluation laboratory method with the concepts of the analytic network process (DANP) is then used to construct the complex evaluation system. Finally, the VIKOR (VlseKriterijumska Optimizacija I Kompromisno Resenje in Serbian, meaning multicriteria optimization and compromise solution) method is applied to select the suitable improvement alternative goals with the corresponding weights provided by the DANP method. The results show that the current model can be used as the basis for a benchmark industry improvement index which can be used to evaluate each airline individually with defined planning goals to achieve financial efficiency by improving operational efficiency. © 2017 Elsevier Ltd;Journal of Air Transport Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021323982&doi=10.1016%2fj.jairtraman.2017.06.003&partnerID=40&md5=05086320fe231f494679b0ac5811f399
46;Horng J.-S., Chou S.-F., Liu C.-H., Tsai C.-Y.;Creativity, aesthetics and eco-friendliness: A physical dining environment design synthetic assessment model of innovative restaurants;2013;68;This study attempts to identify the important attributes of Innovative Physical Dining Environment Design (IPDED) through qualitative and quantitative analyses of expert viewpoints. We extend the related literature in restaurant physical environment design and construct a Multiple Criteria Decision-Making (MCDM) model that combines Decision-Making Trail and Evaluation Laboratory (DEMATEL) and Analytic Network Process (ANP) to demonstrate the interactions and relations among the criteria. The DEMATEL analysis shows that eco-friendless has direct and indirect influences on the dimensions of creativity, aesthetics and performance. Furthermore, performance is the most critical attribute of restaurant operation when the ANP analysis is applied. The results of this study provide an important reference for restaurant managers and interior designers in their decision-making process, thereby reducing risk. © 2012 Elsevier Ltd.;Tourism Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871543783&doi=10.1016%2fj.tourman.2012.11.002&partnerID=40&md5=567c61904a33bca5e582b9d51d76c74f
47;Younesi M., Roghanian E.;A framework for sustainable product design: A hybrid fuzzy approach based on Quality Function Deployment for Environment;2015;68;The modern manufacturing organizations are focused on making sustainable products by means of costs reduction and prevention of environmental problems. To achieve this, several tools are available to the organizations such as Quality Function Deployment for Environment (QFDE) which is the integration of voice of customer, voice of environment and quality characteristics. In this paper, an integrated QFDE, fuzzy Decision Making Trial and Evaluation Laboratory (DEMATEL) and Fuzzy Analytic Network Process (FANP) is proposed for sustainable product design to help companies identify the best design criteria for a specific product. Therefore, the DEMATEL method is used to assume the interdependence of customer attributes and, in addition, fuzzy Maximum Mean de-Entropy (MMDE) algorithm is utilized to choose the best and practical threshold value in DEMATEL process. Moreover, FANP will be integrated into QFDE as a prioritization technique and also fuzzy Logarithmic Least Squares Method (LLSM) is employed to find weights during the FANP process. An integrated QFDE methodology is appropriate to use in early design, since it does not require detailed information about the product. In order to examine the practicality of the proposed model, a case study is carried out in Iran Transfo Corporation which attracts a significant interest due to its undeniable impacts on the environment. © 2015 Elsevier Ltd.;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84994237276&doi=10.1016%2fj.jclepro.2015.09.028&partnerID=40&md5=995175f2900fbb71e9171df658417ed6
48;Aragonés-Beltrán P., García-Melón M., Montesinos-Valera J.;How to assess stakeholders' influence in project management? A proposal based on the Analytic Network Process;2017;66;In this paper we present a methodology to measure stakeholders' influences within a project from the point of view of the Project Manager. It is a novel proposal for the definition of “influence” among stakeholders based on a multiperspective approach. The concept of influence is broken down into criteria, evaluating different aspects that together define an index which measures the influence of each stakeholder with respect to the rest of the project team. This index is calculated with the Analytic Network Process. The methodology has been applied to a maintenance project for the Spanish National Railway Infrastructure company. Results show that the most influential stakeholders are the Contractor and the Signaling systems provider accounting for 40% of the total influence. These results have helped the Project Manager to be aware of the two most influential stakeholders and set the guidelines for the stakeholder management in the future. © 2017 Elsevier Ltd, APM and IPMA;International Journal of Project Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85009830152&doi=10.1016%2fj.ijproman.2017.01.001&partnerID=40&md5=2b5a2328522340c48703a99b5fa1f004
49;Greco M., Cricelli L., Grimaldi M.;A strategic management framework of tangible and intangible assets;2013;66;This article is aimed at supporting the management in the strategic planning of investments on critical value drivers, taking into consideration their impact on competitive advantage and the cumulative investments made on them. We describe a framework through a step-by-step procedure. No previous strategic management framework has adopted a holistic approach to the strategic analysis of value drivers. In fact, unlike many other strategic management models, our framework adopts a competitive advantage perspective considering both the wholeness of organizational value drivers and the interdependencies among the value drivers. Managers are asked to make pairwise comparisons that are synthesized through the analytic network process. The outputs of the synthesis are analyzed both qualitatively (synoptic analysis) and quantitatively (Spearman's and Kendall's non-parametric rank correlation coefficients). The analysis of the resulting values turns in useful strategic suggestions for the top management in order to enhance the organizational strategic coherence. © 2012 Elsevier Ltd.;European Management Journal;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84872496797&doi=10.1016%2fj.emj.2012.10.005&partnerID=40&md5=df38deea2ecfc19fc8a4b881a8d6846a
50;Silvestri A., De Felice F., Petrillo A.;Multi-criteria risk analysis to improve safety in manufacturing systems;2012;63;The drive to lower operating costs and improve manufacturing efficiency has led many manufacturing companies to implement different methodologies in order to identify a suitable risk assessment model. So, the concern for safety in industrial activities, both inside the establishments and in their surroundings, has a crucial role. As a result, many laws, regulations and risk analysis techniques are well adapted to industry needs since they were developed for its purpose. However increasing safety is often difficult, especially when you have already obtained good results, so the aim of our paper is the proposal of a new methodological approach called the safety improve risk assessment (SIRA) by integrating the conventional aspects of the popular failure mode, effects, and criticality analysis (FMECA) procedure with economic considerations in order to take into account the risk and to minimise the total safety costs by defining a specific index called total risk priority number (TRPN) index. The index proposed is based on the improved risk priority number (IRPN) and the analytic network process (ANP), a multi-criteria decision-making technique. © 2012 Copyright Taylor and Francis Group, LLC.;International Journal of Production Research;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84865681906&doi=10.1080%2f00207543.2012.657968&partnerID=40&md5=c214859de56739d9e2d38f0d71c60e3c
51;Kumar A., Mangla S.K., Kumar P., Karamperidis S.;Challenges in perishable food supply chains for sustainability management: A developing economy perspective;2020;61;"Perishable food supply chains (PFSCs) are characterized with rising food quality and safety concerns, alarming food wastages and losses, and poor economic sustainability. Because of the perishable nature of products and limited shelf life, management of sustainability in PFSCs is critical. Many studies on sustainability in PFSCs have considered developed countries; however, developing countries have not gathered the required research attention in this domain. In this paper, a decision theory-based framework is adopted, where a prescriptive decision analysis methodology is used to generate preferences among the challenges to sustainability in PFSC. An integrated interpretive structural modelling–analytic network process (ISM–ANP) decision framework is formulated to identify and model key challenges to sustainability in PFSCs, keeping a developing economy like India under consideration. The contextual relationships amongst the extracted challenges are analyzed using the ISM methodology. The relationships identified from ISM are used as inputs in the ANP methodology, to generate the priority weights of the challenges. The findings of the integrated methodology show that “lack of horizontal integration of farmers,” “poor pre-harvest management,” and “lack of government regulation and support” are the most critical challenges for sustainability in PFSCs. The results show that organizations must work on aggregation of farm produce and integration of farmers with the market. Development of infrastructures and cold chain facilities at the farm level is necessary to mitigate these challenges to reduce wastages in PFSC. The study facilitates managers and planners to understand and enable sustainable practices in PFSCs. © 2020 John Wiley & Sons, Ltd and ERP Environment";Business Strategy and the Environment;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078730181&doi=10.1002%2fbse.2470&partnerID=40&md5=2a7624e1dc8685040eeb9f5e3ccd8021
52;Tudor C.A., Ioj? I.C., P?tru-Stupariu I., Nit? M.R., Hersperger A.M.;How successful is the resolution of land-use conflicts? A comparison of cases from Switzerland and Romania;2014;61;Land-use conflicts are complex disputes that involve heterogeneous parties as well as environmental and social impacts that are often difficult to resolve. The measures and definitions of success in land-use conflict resolution still need further research. We investigated four cases of land-use conflicts in two countries, Switzerland (CH) and Romania (RO): a connection between two ski areas (CH), a ski track in a national park (RO), a residential project in a sensitive natural area (CH) and a residential project in an area with poor urban facilities and planning (RO). We developed a framework to assess the cases, and used it to address the following research questions: 'How successful is the resolution of land-use conflicts in these four cases?' and 'Which factors contribute to success or failure?'. The assessment was based on criteria and subcriteria related to conflict management and conflict-solving conditions. To identify the criteria and subcriteria that contributed most to successful resolution and to rank the cases we used the Analytic Network Process. Our results showed that Switzerland was more successful in the resolution process than Romania due to more emphasis on sustainability and equity. The low scores of the Romanian cases resulted from the poor implementation of spatial plans and poor enforcement of environmental regulations, little interest in environmental protection and a preference for quick economic returns, and little importance attached to public participation in the decision-making process. For conflict-resolution to be successful our findings indicate that it is important to foster not only economic aspects but also long-term ecological benefits and to take into consideration people's needs. This study should help planners as it identifies key elements for the successful resolution of land-use conflicts to achieve the best use of land. © 2013 Elsevier Ltd.;Applied Geography;Non-Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84892473419&doi=10.1016%2fj.apgeog.2013.12.008&partnerID=40&md5=8b8263296253c6d750d1faf0482038c2
53;Wu C., Barnes D.;A dynamic feedback model for partner selection in agile supply chains;2012;61;Purpose: The purpose of this paper is to present a four-phase dynamic feedback model for supply partner selection in agile supply chains (ASCs). ASCs are commonly used as a response to increasingly dynamic markets. However, partner selection in ASCs is inherently more complex and difficult under conditions of uncertainty and ambiguity as supply chains form and re-form. Design/methodology/approach: The model draws on both quantitative and qualitative techniques, including the Dempster-Shafer and optimisation theories, radial basis function artificial neural networks (RBF-ANN), analytic network process-mixed integer multi-objective programming (ANP-MIMOP), Kraljic's supplier classification matrix and principles of continuous improvement. It incorporates modern computer programming techniques to overcome the information processing difficulties inherent in selecting from amongst large numbers of potential suppliers against multiple criteria in conditions of uncertainty. Findings: The model enables decision makers to make efficient and effective use of the vastly increased amount of data that is available in today's information-driven society and it offers a comprehensive, systematic and rigorous approach to a complex problem. Research limitations/implications: The model has two main drawbacks. First, practitioners may find it difficult to match supplier evaluation criteria with the strategic objectives for an ASC. Second, they may perceive the model to be too complex for use when speed is of the essence. Originality/value: The main contribution of this paper is that, for the first time, it draws together work from previous articles that have described each of the four stages of the model in detail to present a comprehensive overview of the model. © Emerald Group Publishing Limited.;International Journal of Operations and Production Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-83455245037&doi=10.1108%2f01443571211195745&partnerID=40&md5=513145b1244700f4868c4ad7fba0ccc0
54;Liou J.J.H.;Developing an integrated model for the selection of strategic alliance partners in the airline industry;2012;60;This study proposes a hybrid model to help airlines select suitable partners for strategic alliances. The model addresses the interdependency and feedback effects between criteria and alternatives by using the Decision-Making Trial and Evaluation Laboratory (DEMATEL) and Analytic Network Process (ANP). Decision-makers may hold diverse opinions and preferences due to incomplete information, differences in knowledge or simply inherent conflicts between various departments. This can make it difficult to judge the importance of the selection criteria. To remedy the problem we further apply Fuzzy Preference Programming (FPP) to integrate the different expert opinions. The proposed model can help practitioners improve their decision making process, especially when criteria and alternatives are numerous and inter-related. The method is demonstrated using data from a Taiwanese airline. Specific companies can easily extend this generic model to address their individual needs. © 2011 Elsevier B.V. All rights reserved.;Knowledge-Based Systems;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84856226447&doi=10.1016%2fj.knosys.2011.11.019&partnerID=40&md5=af5cd958347c6a042848e34f00aa231c
55;Jeng D.J.F., Huang K.-H.;Strategic project portfolio selection for national research institutes;2015;59;As global competition intensifies, many national research institutes (NRIs) are investing substantial resources in research and development (R&D) to gain competitive advantage and develop the national economy. However, R&D investment involves a high degree of market and technological uncertainty. The literature on project portfolio selection focuses on either quantitative economic benefits or complex criteria to assess project(s). By emphasizing the features of NRIs, the present study proposes a decision model for evaluating a project portfolio at the early initiation stage. This decision model rests on a strategy for differentiating products and services. The decision model provides a solution to a market need to maximize benefits through differentiation. A systematic hybrid multiple-criteria decision-making (MCDM) method comprising a modified Delphi method (MDM), a decision-making trial and evaluation laboratory (DEMATEL) method, and an analytic network process (ANP) offers a systematic approach to the project portfolio-selection problem. The present empirical study on the selection of alternative R&D projects in NRIs investigates the flexible electronics industry, using the hybrid MCDM method to test the decision model's effectiveness. The present study also discusses cognitive differences between NRIs and for-profit organization in terms of their R&D portfolio selection. © 2015 Elsevier Inc.;Journal of Business Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84940888541&doi=10.1016%2fj.jbusres.2015.06.016&partnerID=40&md5=c9c2df6689053928a243b86ba0de68b8
56;Varmazyar M., Dehghanbaghi M., Afkhami M.;A novel hybrid MCDM model for performance evaluation of research and technology organizations based on BSC approach;2016;59;Balanced Scorecard (BSC) is a strategic evaluation tool using both financial and non-financial indicators to determine the business performance of organizations or companies. In this paper, a new integrated approach based on the Balanced Scorecard (BSC) and multi-criteria decision making (MCDM) methods are proposed to evaluate the performance of research centers of research and technology organization (RTO) in Iran. Decision-Making Trial and Evaluation Laboratory (DEMATEL) are employed to reflect the interdependencies among BSC perspectives. Then, Analytic Network Process (ANP) is utilized to weight the indices influencing the considered problem. In the next step, we apply four MCDM methods including Additive Ratio Assessment (ARAS), Complex Proportional Assessment (COPRAS), Multi-Objective Optimization by Ratio Analysis (MOORA), and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) for ranking of alternatives. Finally, the utility interval technique is applied to combine the ranking results of MCDM methods. Weighted utility intervals are computed by constructing a correlation matrix between the ranking methods. A real case is presented to show the efficacy of the proposed approach. © 2016 Elsevier Ltd.;Evaluation and Program Planning;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84992236263&doi=10.1016%2fj.evalprogplan.2016.06.005&partnerID=40&md5=a483996f37820cde89d61c110ede7e6b
57;Giannakis M., Dubey R., Vlachos I., Ju Y.;Supplier sustainability performance evaluation using the analytic network process;2020;57;We develop a sustainability performance measurement framework for supplier evaluation and selection, using the Analytic Network Process (ANP) method. Even though the literature is rife with studies that deal with the supplier selection problem, companies that actively pursue sustainability strategies may need to add metrics that show suppliers’ sustainability performance. Existing models for measuring sustainability performance are limited in that they either evaluate the environmental and social performance separately, do not consider the inter-relationships between metrics across the three dimensions of sustainability, or utilize metrics that are difficult to obtain and evaluate accurately. To overcome this deficiency, we use the ANP method, that takes into account the interrelations between quantifiable and easy to obtain sustainability-related evaluation metrics. First, through an extensive literature review and feedback from an experts’ panel, we select and classify salient sustainability performance metrics related to supplier evaluation. With data collected through an extensive survey amongst 144 supply chain professionals in the UK and France, we develop the interdependencies between several sustainability metrics and determine the most critical metrics by calculating their relative weights. Results show that the selected socio-economic metrics carry the most relatively important role in supplier selection. Based on the findings of the study, we discuss implications for theory and practice. The proposed evaluation system can provide details on observing sustainable supply chain performance. It can also help to get a clearer insight into sustainability with a well-established quantitative decision-making process so that business strategies can be developed with more concerns on supply chain sustainability. © 2019 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85076309908&doi=10.1016%2fj.jclepro.2019.119439&partnerID=40&md5=1e24f61b3e1171c5a2e791ad9e31ea9e
58;Nabeeh N.A., Abdel-Basset M., Soliman G.;A model for evaluating green credit rating and its impact on sustainability performance;2021;57;The development of economic activities and social progress index leads to the governmental considerations for the environmental challenge's issues. The Green Credit Policy (GCP) in China for manufacturing, as a part of a sustainable finance package, initiatives restrictions with suppliers to reduce harmful pollution for the environment. The study mainly validates the impact of GCP on manufacturing for diminishing the emerged pollution to the environment. The study develops Neutrosophic Multiple-Criteria Decision-Making Framework (N-MCDMF) according to neutrosophic theory and various MCDM methods of grey relational analysis (GRA), analytic network process (ANP), the Decision-Making Trial and Evaluation Laboratory technique (DEMATEL), and the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) to support the decision-makers with highly systematic procedures in the uncertain and inconsistent environmental conditions. The N-MCDMF evaluates the conditions of GCP and recommends the optimal Supply Chain Management (SCM) in manufacturing alternatives. A case study is presented for the validation of the issues of applicability and flexibility for the proposed N-MCDMF. The results obtained from the implementation of the N-MCDMF indicates the applicability and flexibility of the proposed approach. In addition, results show that SCM in manufacturing can provide more cooperation for the environment to reduce harmful pollution and to attain sustainability for achieving motivations under the restrictions of GCP. © 2020 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091896865&doi=10.1016%2fj.jclepro.2020.124299&partnerID=40&md5=a7fc49d8c4e188c59be546bdfa107c05
59;Girubha J., Vinodh S., Kek V.;Application of interpretative structural modelling integrated multi criteria decision making methods for sustainable supplier selection;2016;56;"Purpose: The purpose of this paper is to report a study on the application of interpretative structural modelling (ISM) integrated with multi-criteria decision-making (MCDM) techniques for enabling the sustainability supplier selection. Design/methodology/approach: In this paper, two approaches of hybrid MCDM methods are followed and the selection of sustainable supplier was based on the comparative results obtained from both the methods. The first hybrid approach is ISM – analytic network process (ANP) – ELimination and Et Choice Translating REality (ELECTRE II) and the second hybrid approach is ISM – ANP – Vlse Kriterijumska Optimizacija Kompromisno Resenje (VIKOR). ISM was used to identify the inter relationship between the criteria. Inter-relationship of criteria obtained from ISM will serve as an input for ANP. The weights obtained from ANP will be used in ELECTRE II and VIKOR. ELECTRE II is an outranking method, whereas VIKOR is a compromise ranking method; comparison of both the methods was carried out in this study. Findings: In this study, two modules ISM–ANP – ELECTRE and ISM–ANP – VIKOR were compared for the problem of sustainable supplier selection. ELECTRE results with a single solution showed that Supplier 2 can be selected as the best supplier; VIKOR result shows that Supplier 1 and Supplier 2 can be selected as the best suppliers. Originality/value: The selection of sustainable supplier considering the interrelationship of criteria using ISM and ranking the alternatives using compromise and outranking techniques was found to be original and novel contribution of the author. © 2016, Emerald Group Publishing Limited.";Journal of Modelling in Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84977644494&doi=10.1108%2fJM2-02-2014-0012&partnerID=40&md5=849509b87d689c58074aa5d5e8b16707
60;Singh R.K., Sharma M.K.;Prioritising the alternatives for flexibility in supply chains;2014;55;In the era of globalisation, requirements of customer are changing very fast. Product life cycle is shortening. Organisations are under pressure to reduce cost, delivery time, improve reliability of product by changing their process continuously. Supply chain management has become integral part of strategy for most of the organisations in meeting these challenges. Success of supply chain depends on effective strategy for improving coordination among the members to make it more responsive for market needs by optimising available resources. In this context, supply chain needs to be flexible. Based on the literature, it is observed that overall flexibility of supply chain depends upon suppliers flexibility, manufacturing flexibility and customers flexibility. Other sub-factors affecting flexibility may be product and process design, capacity planning, logistic management, suppliers capabilities and nature of customers. This study has tried to prioritise flexibility alternatives by analytical network process approach. Input for this analysis is based on four Indian case studies, which are briefly described in the paper. These organisations had been very active in improving flexibility of their supply chains. Findings of the study report that organisations should give top priority for improving manufacturing flexibility followed by customers and suppliers flexibility. © 2013 Taylor & Francis.;Production Planning and Control;Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84889888015&doi=10.1080%2f09537287.2013.782951&partnerID=40&md5=83c9396174fde078cc7823948dcf8094
61;Moalagh M., Ravasan A.Z.;Developing a practical framework for assessing ERP post-implementation success using fuzzy analytic network process;2013;54;Implementing an enterprise resource planning system is a sophisticated, lengthy, and costly process which tends to face serious failure. Thus, it is essential to perform a success assessment at the post-implementation stage of an ERP project to evaluate how much the system has succeeded in achieving its predetermined objectives. This paper proposes a practical framework for assessing a firm's ERP post-implementation success utilising current models through a fuzzy analytic network process. The construct of ERP success is broken down into three main parts, including managerial success, organisational success, and individual success. Using this framework, the firm's ERP system success can be determined and the required improvement projects can be proposed to promote the success level. The proposed framework has been applied to a real international company, in the field of manufacturing and supplying turbines, to measure the firm's ERP postimplementation success. Finally, the advantages of the model are illustrated. © 2013 Taylor & Francis.;International Journal of Production Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871324470&doi=10.1080%2f00207543.2012.698318&partnerID=40&md5=cf45d89647c10a85432fafa32080b7a2
62;Wang W.-M., Lee A.H.I., Peng L.-P., Wu Z.-L.;An integrated decision making model for district revitalization and regeneration project selection;2013;54;The main purpose of this research is to propose an effective hybrid process for evaluating district development directions concerning district revitalization and regeneration (DRAR) prospects along with simultaneous positive and negative conflict criteria and their interdependence. Accordingly, the fuzzy Delphi method (FDM), the interpretive structural modeling (ISM), and the analytic network process (ANP) with benefits, opportunities, costs, and risks (BOCR) are integrated to construct a project selection model regarding the DRAR. A real case in Jiufen in Taiwan is studied using the proposed model to evaluate four feasible development directions, and the results verify the applicability of the novel MCDM method. This hybrid process can not only transform complex interaction of district reviving factors into simple quantitative evaluation, but its result can also be guidance for determining future development direction. © 2012 Elsevier B.V.;Decision Support Systems;Non-Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871711936&doi=10.1016%2fj.dss.2012.10.035&partnerID=40&md5=7e4a280f370e205c8edbd76bd7239147
63;Hung Y.-H., Huang T.-L., Hsieh J.-C., Tsuei H.-J., Cheng C.-C., Tzeng G.-H.;Online reputation management for improving marketing by using a hybrid MCDM model;2012;53;Online reputation management (ORM) has been considered as a significant tool of internet marketing. The purpose of this paper is to construct a decision model for evaluating performances and improving professional services of marketing. To investigate the interrelationship and influential weights among criteria, this study uses a hybrid MCDM model including decision-making trial and evaluation laboratory (DEMATEL), DEMATEL-based analytic network process (called DANP). The empirical findings reveal that criteria have self-effect relationships based on DEMATEL technique. According to the network relation map (NRM), the dimension that professional services of marketing should improve first when carrying out ORM is online reputation. In the five criteria for evaluation, distributed reputation systems is the most important criterion impacting ORM, followed by employees and social responsibility. © 2012 Elsevier B.V. All rights reserved.;Knowledge-Based Systems;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84866499544&doi=10.1016%2fj.knosys.2012.03.004&partnerID=40&md5=d32a68a57287828b1dfc2e15c2544963
64;El-Abbasy M.S., Zayed T., Ahmed M., Alzraiee H., Abouhamad M.;Contractor selection model for highway projects using integrated simulation and analytic network process;2013;52;Selecting the appropriate contractor is a significant step to highway project success. The process of selection is subjected to uncertainty and influence of criteria other than bid price. This paper presents an approach to prioritize competitive contractors at the prebidding stage for highway projects by utilizing the analytic network process (ANP) and Monte Carlo simulation. Both techniques are integrated on a single platform to build the proposed model. Initially, the main quantitative and qualitative criteria affecting the contractors' selection process are identified and studied. The effective criteria in the selection process were obtained from experts and literature. A structured questionnaire was designed and sent to experts in highway projects. The ANP was used to prioritize these criteria subsequently, and Monte Carlo simulation was utilized to develop the selection model. The applicability of the proposed model was tested using four real cases of highway projects. It was concluded that using the lowest bid price as a sole criterion for selecting the best contractors may not result in an optimum solution. © 2013 American Society of Civil Engineers.;Journal of Construction Engineering and Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84878827910&doi=10.1061%2f%28ASCE%29CO.1943-7862.0000647&partnerID=40&md5=f3012910b1ce262429f676192d3a80fe
65;Hatefi S.M., Tamošaitien? J.;An integrated fuzzy DEMATEL-fuzzy ANP model for evaluating construction projects by considering interrelationships among risk factors;2018;52;Construction projects are associated with a number of uncertainties due to their expanse, complex nature, uniqueness, and dynamic states. Risks in construction projects are, indeed, the events or uncertain situations that can have negative or positive consequences on the project objectives. Many of the risks inherent in construction projects affect each other. For example, the time risk in construction projects can affect the cost risk and vice versa. The intertwined relations between risk factors are ignored in the traditional construction risk assessment methods. To fulfill this gap, this paper proposes an integrated fuzzy DEMATEL-fuzzy ANP model to evaluate construction projects and their overall risks by considering intertwined relations among risk factors. Fuzzy DEMATEL is used to determine the interrelationships and in-terdependencies among risk factors. The network structure for implementing the fuzzy ANP method is extracted based on the results of fuzzy DEMATEL. The fuzzy ANP is applied to assess the relative importance of risk factors and alternatives and prioritize construction projects. The proposed integrated model is used to evaluate five construction projects based on risk factors in Isfahan, Iran. The results of applying the integrated model reveal that the time, cost and safety risks with the weight values of 0.056, 0.038, and 0.034 are the most important factors among construction risks, respectively. The results reveal that the proposed model can help managers to evaluate the overall risks of construction projects, and select the best project that has the lowest risk. © 2019 The Author(s). Published by VGTU Press.;Journal of Civil Engineering and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064438340&doi=10.3846%2fjcem.2019.8280&partnerID=40&md5=2f0e94c1a2b5855d6fdc4457c56545bc
66;Rikhtegar N., Mansouri N., Oroumieh A.A., Yazdani-Chamzini A., Zavadskas E.K., Kildien? S.;Environmental impact assessment based on group decision-making methods in mining projects;2014;52;Mining operations usually comprise a spread spectrum of environmental challenges, which are often unique to each mine site. This is due to the fact that mining activities, directly or indirectly, have an adverse impact on environment and ecology. For this reason, the environmental impact assessment (EIA) process has been developed for evaluation of the possible impact of mine development and operations on the environment, including the natural, social and economic aspects. In this article, an EIA methodology based on analytic network process and fuzzy simple additive weight (SAW) is proposed to formulate the environmental risks pertaining to mining projects. In the system of the proposed model, the importance weights are calculated by an ANP process. Then, fuzzy SAW is employed to evaluate the preference ratings of the alternatives. The merit of using fuzzy logic is to handle the inherent uncertainty in modelling an EIA problem by simplifying the sophisticated structure of the problem under consideration. The proposed model is utilised to assess the environmental impact generated by zinc and lead mining projects located in Zanjan, Iran to shape the future industrial and mining structure of the region. Finally, the environmental impacts are ranked from the most to the least risky. © 2014 The Authors.;Economic Research-Ekonomska Istrazivanja ;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84922340210&doi=10.1080%2f1331677X.2014.966971&partnerID=40&md5=426012438820bcd3e3a7b01aa62a1c72
67;Tavana M., Zandi F., Katehakis M.N.;A hybrid fuzzy group ANP-TOPSIS framework for assessment of e-government readiness from a CiRM perspective;2013;52;Electronic government (E-government) readiness assessment is a relatively new concept that has been given impetus by the rapid rate of Internet penetration and advances in information and communication technologies (ICT). Over the years, various e-government readiness assessment methods have been proposed by different organizations. These methods use a wide range of indicators to assess a community's e-government readiness. However, most of these methods suffer from poor data quality and fragmented measurement efforts. In this paper, we propose a hybrid fuzzy model, based on the group Analytic Network Process (ANP) and the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), to assess a community's overall e-government readiness from a Citizen Relationship Management (CiRM) perspective. For practitioners, we present the results of a pilot study to demonstrate the complexities inherent in e-government readiness assessment. © 2013 Elsevier B.V. All rights reserved.;Information and Management;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84880163459&doi=10.1016%2fj.im.2013.05.008&partnerID=40&md5=3703660a8095d1d3fe1b2aae54038445
68;Horng J.-S., Liu C.-H.S., Chou S.-F., Tsai C.-Y., Hu D.-C.;Developing a sustainable service innovation framework for the hospitality industry;2018;51;Purpose: This study aims to determine essential attributes of sustainable service innovation (SSI) in the Taiwan hospitality industry. Design/methodology/approach: By combining qualitative and quantitative methodologies while considering perspectives on sustainable management and service innovation, the present study extends the related literature on SSI and presents a new framework. The decision-making trail and evaluation laboratory (DEMATEL) analytical approaches are used to identify relations between dimensions and their causality attributes. Findings: The findings of the DEMATEL result indicate that innovation diffusion has direct and indirect effects on dimensions of sustainable innovation and on organizational factors. Furthermore, sustainable innovation emerged as the most important attribute while the analytic network process analysis was used. Practical implications: The critical dimensions identified in this study may serve as guidelines that hospitality practitioners or hotel managers may use when engaging in SSI. Social implications: Sustainability management is ranked the most important criterion of sustainable practice, which indicates that considerations of sustainability are necessary when hospitality managers wish to carry out a sustainability project in an organization. Furthermore, organizational capabilities were ranked the most important criteria among all organizational factors. This finding implies that the first step involves establishing a shared vision. Originality/value: The current study integrates and applies Rogers’ (2003) diffusion of innovations theory (DIT) to identify how to facilitate sustainability through service innovation. In so doing, this study can add to our knowledge in the hotel industry by using the DIT. © 2018, Emerald Publishing Limited.;International Journal of Contemporary Hospitality Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041741240&doi=10.1108%2fIJCHM-12-2015-0727&partnerID=40&md5=347cbf711363fc448d36803373512591
69;Verdecho M.-J., Alfaro-Saiz J.-J., Rodriguez-Rodriguez R., Ortiz-Bas A.;A multi-criteria approach for managing inter-enterprise collaborative relationships;2012;51;Collaboration amongst enterprises is a common strategy used to increase competitiveness. Thus, enterprises that are collaborating need to define and use performance measurement/management frameworks composed of performance elements (objectives, performance indicators, etc.) that facilitate the management of their activity, as well as monitor their strategy and processes. There are many factors, e.g. trust, interoperability of Information Systems, etc. that need to be managed properly in order to support collaborative success. However, such factors and performance are not usually managed together. Furthermore, these factors and performance elements are interrelated but these influences are commonly overlooked. This paper aims to present an approach based on the Analytic Network Process (ANP) to manage collaborative relationships under an integrated approach by considering not only the inter-enterprise performance elements, but also the factors that influence collaboration. The approach is then applied to a collaborative enterprise network belonging to the renewable energy sector. With this innovative approach, enterprises will obtain significant information for the decision-making process, regarding which are the factors and performance elements that have the greatest impact on their competitiveness, and therefore should be prioritized. © 2011 Elsevier Ltd.;Omega;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-80051940701&doi=10.1016%2fj.omega.2011.07.004&partnerID=40&md5=a2e0527e62e93971502c337ad390a421
70;Chen P.-T., Lin C.-L., Wu W.-N.;Big data management in healthcare: Adoption challenges and implications;2020;50;The computerized healthcare information system has undergone tremendous advancements in the previous two decades. Medical institutions are paying further attention to the replacement of traditional approaches that can no longer handle the increasing amount of patient data. In recent years, the healthcare information system based on big data has been growing rapidly and is being adapted to medical information to derive important health trends and support timely preventive care. This research aims to evaluate organization-driven barriers in implementing a healthcare information system based on big data. It adopts the analytic network process approach to determine the aspect weight and applies VlseKriterijumska Optimizacija I Kzompromisno Resenje (VIKOR) to conclude a highly appropriate strategy for overcoming such barriers. The proposed model can provide hospital managers with forecasts and implications that facilitate the withdrawal of organizational barriers when adopting the healthcare information system based on big data into their healthcare service system. Results can provide benefits for increasing the effectiveness and quality of the healthcare information system based on big data in the healthcare industry. Therefore, by understanding the sequence of the importance of resistance factors, managers can formulate efficient strategies to solve problems with appropriate priorities. © 2020 Elsevier Ltd;International Journal of Information Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078793271&doi=10.1016%2fj.ijinfomgt.2020.102078&partnerID=40&md5=b486c6b1c606daa94c4a86bd37776841
71;Fetanat A., Mofid H., Mehrannia M., Shafipour G.;Informing energy justice based decision-making framework for waste-to-energy technologies selection in sustainable waste management: A case of Iran;2019;49;Due to problems such as limited land area for waste disposal and waste-borne diseases, waste management organizations have increasingly been offering technologies for recovering energy from waste. These technologies can help governments, local authorities, developers and investors for mitigating climate change and building sustainable societies. The suitable waste-to-energy production technology selection is a complex issue in waste supply chain management that must not only be assessed in terms of both socioeconomic and environmental criteria. With the purpose of balance between energy trilemma issues in the context of waste-to-energy generation and develop sustainable waste management strategies in the waste chain, energy justice criteria must also be taken into consideration. The paper considers the application of an integrated multi-criteria decision-making model consisting of fuzzy decision-making trail and evaluation laboratory method, the analytic network process and the simple additive weighting approaches. The integrated method can be applied to select the suitable technology in a sustainable manner, taking into account energy justice criteria. The applicability of proposed model is demonstrated by a case study of the technology selection in the city of Behbahan, Iran. It includes various technologies for waste-to-energy generation and ranks technologies from the most to least preferred as: Anaerobic digestion, Gasification, Pyrolysis, and Incineration. © 2019 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065476887&doi=10.1016%2fj.jclepro.2019.04.215&partnerID=40&md5=bf5066197776fd68e4c93889a5391ede
72;Boj J.J., Rodriguez-Rodriguez R., Alfaro-Saiz J.-J.;An ANP-multi-criteria-based methodology to link intangible assets and organizational performance in a Balanced Scorecard context;2014;47;In the current knowledge society, both intangible assets (IAs) and intellectual capital (IC) are considered some of the key drivers of value creation and competitive advantage generation for organizations by both researchers and practitioners. A wide range of models and methods have been developed from the 90s, with different approaches and from diverse management perspectives, with the objective of measuring and managing these two concepts. However, only a few of them are integrated in a performance measurement system context and analyze the relationships among the intangible assets and the strategic objectives defined within this context. This paper aims to develop a methodology for identifying, measuring and managing the relevance of intangible assets in the achievement of an organization's strategic objectives as defined in the Balanced Scorecard context. Within the methodology, the Analytic Network Process (ANP) is applied as a useful tool for both the representation of the relationships between the intangible assets and the strategic objectives and the evaluation of the impact of the intangible assets on the attainment of the strategic objectives. The proposed methodology was applied in a university research center in order to confirm the benefits that it provides in the management of intangible assets. © 2014 Elsevier B.V. All rights reserved.;Decision Support Systems;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84911882203&doi=10.1016%2fj.dss.2014.10.002&partnerID=40&md5=8024b93d8e4f7874ddf914f539dc70e8
73;Ferretti V., Pomarico S.;An integrated approach for studying the land suitability for ecological corridors through spatial multicriteria evaluations;2013;47;Nature conservation is a very important issue in the sustainability assessments and spatial planning context. Knowledge of the suitability of the land to behave as an ecological corridor thus provides very significant input to land-use planning. Nature conservation and land-use planning are by their nature spatial problems. A family of methods that are rapidly gaining traction for planning and policymaking, named spatial multicriteria evaluations (SMCE), which are based on geographic information systems (GIS) and multicriteria analysis (MCA) coupling, can be an effective support for this area. The present paper proposes the integration of the GIS with a specific MCA technique, named Analytic Network Process to assess the ecological value of the land in the Piedmont Region (northern Italy). The results are obtained in the form of maps to be used as decision variables in planning. The study concludes with some lessons learned during the development of the SMCE and highlights that the applied methodology is an effective tool for decision makers in spatial planning and strategic assessments. © 2012 Springer Science+Business Media Dordrecht.;Environment, Development and Sustainability;Non-Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84876683395&doi=10.1007%2fs10668-012-9400-6&partnerID=40&md5=e96a0ccc379915ab4701218a9f4401b0
74;Liu C.-H.S., Chou S.-F.;Tourism strategy development and facilitation of integrative processes among brand equity, marketing and motivation;2016;47;With the absence of heavy industry and pollution from intense commercial development, Kinmen is a significant source of additional value for tourism in Taiwan. This calls for in-depth studies on tourism marketing, brand equity and travel motivation in Kinmen. This study attempts to identify the important attributes of Kinmen tourism and extend the related literature on marketing strategy, brand equity and travel motivation by employing a combination of the fuzzy Delphi method (FDM), decision-making trial and evaluation laboratory (DEMATEL) and analytic network process (ANP) approaches to demonstrate the interactions and relations among critical criteria. The FDM identified the critical attributes, which were used in DEMATEL analysis to demonstrate that brand equity has direct and indirect influences on marketing strategy and travel motivation. The use of the ANP with global weighting further reveals that travel intention is the most critical element of Kinmen tourism. © 2015 Elsevier Ltd.;Tourism Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84950239081&doi=10.1016%2fj.tourman.2015.11.014&partnerID=40&md5=a3578e9262b392474d0aac5277ba214a
75;Rahiminezhad Galankashi M., Mokhatab Rafiei F., Ghezelbash M.;Portfolio selection: a fuzzy-ANP approach;2020;47;This study developed specific criteria and a fuzzy analytic network process (FANP) to assess and select portfolios on the Tehran Stock Exchange (TSE). Although the portfolio selection problem has been widely investigated, most studies have focused on income and risk as the main decision-making criteria. However, there are many other important criteria that have been neglected. To fill this gap, first, a literature review was conducted to determine the main criteria for portfolio selection, and a Likert-type questionnaire was then used to finalize a list of criteria. Second, the finalized criteria were applied in an FANP to rank 10 different TSE portfolios. The results indicated that profitability, growth, market, and risk are the most important criteria for portfolio selection. Additionally, portfolios 6, 7, 2, 4, 8, 1, 5, 3, 9, and 10 (A6, A7, A2, A4, A8, A1, A5, A3, A9, and A10) were found to be the best choices. Implications and directions for future research are discussed. © 2020, The Author(s).;Financial Innovation;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85080147505&doi=10.1186%2fs40854-020-00175-4&partnerID=40&md5=92446c0032c6b6195af3baeb4d80076b
76;Farias L.M.S., Santos L.C., Gohr C.F., Rocha L.O.;An ANP-based approach for lean and green performance assessment;2019;46;Simultaneous application of lean and green practices requires adequate methods to evaluate the contribution and effects of both paradigms on organizational performance. Thus, the objective of this study is to develop an integrated approach to evaluate the impacts of lean and green practices on organizational performance and prioritize improvements in the system. To this end, this research used the Analytic Network Process (ANP) for the operationalization of the theoretical framework and tested it through an application in a footwear company. By applying the assessment approach, it was possible to evaluate the lean and green systems individually and in an integrated way through the lean-green index, a performance measure developed specifically for this work. From a managerial perspective, this research provided a tool that enables companies to evaluate their lean and green systems and identify which practices should be prioritized to improve operational and environmental performance. © 2018 Elsevier B.V.;Resources, Conservation and Recycling;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058966214&doi=10.1016%2fj.resconrec.2018.12.004&partnerID=40&md5=54bbc3a8f09bf43e901bc9b02217351d
77;Giner-Santonja G., Aragonés-Beltrán P., Niclós-Ferragut J.;The application of the analytic network process to the assessment of best available techniques;2012;46;The European Integrated Pollution Prevention and Control Bureau produces reference documents on Best Available Techniques, called BREFs. These documents give technical and descriptive information about the installations that represent a significant pollution potential in Europe. However, they do not provide an assessment of the Best Available Techniques, which is a decision to be made by the competent environmental authority. The present work proposes a decision-making process for assessing Best Available Techniques based on the Analytic Network Process. Seven evaluation criteria, grouped into three clusters, have been proposed. The process is applied to a case study and the results are described and analyzed. As a main conclusion, this paper describes a robust and scientific method for a better implementation of the Integrated Pollution Prevention and Control approach. © 2011 Elsevier Ltd. All rights reserved.;Journal of Cleaner Production;Non-Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84455162741&doi=10.1016%2fj.jclepro.2011.12.012&partnerID=40&md5=befa780fbb3162b5a6277a065dd58d9e
78;Tseng M.-L., Tan K., Chiu A.S.F.;Identifying the competitive determinants of firms’ green supply chain capabilities under uncertainty;2016;46;The link between green supply chain (GSC) and firm performance has been thoroughly studied, and it has been argued that firms are unlikely to perform well if they apply their capabilities in isolation. However, there is a lack of studies that identify the competitive determinants, the critical success factors, of GSC capabilities of firms, and the evaluation of GSC capabilities is predisposed to subjective and linguistic preferences. This study proposes to address the vague nature of qualitative measures using the fuzzy Delphi method to filter the measures and the fuzzy analytic network process to deal with the linguistic preferences in hierarchical structure of firms’ GSC capabilities. Data were collected from supply chain networks of electronic industry in Taiwan. This study presents empirical evidence of firms’ GSC capabilities, concluding that cost is the top competitive determinant and the environmental costs is the top priority of GSC capability. © 2015, Springer-Verlag Berlin Heidelberg.;Clean Technologies and Environmental Policy;;;;
79;Wu W.-Y., Qomariyah A., Sa N.T.T., Liao Y.;The Integration between Service Value and Service Recovery in the Hospitality Industry: An Application of QFD and ANP;2018;45;"Research in service recovery has attracted significant attention in recent years, but few studies have focused on service recovery from both customer and expert perspectives simultaneously. This study aims to address this research gap by adopting a Quality Function Deployment (QFD) approach that integrates Analytic Network Process (ANP) method. The results show that among five major groups of service failure in hotels, customers perceived the most important ranking as the one covering “Guestroom”; followed by “Arrival, Billing and Departure”; “Restaurant, Food and Beverage”; “Staff”; and “Facilities and Other Services”. While for service recovery, the most effective means to deal with service failures were “Immediate Correcting of Problem”; followed by “Apology”; “Replacement”; “Discount”; and then the remaining four service recovery actions. This study may contribute to the literature as an important reference for academics and professionals, specifically those in the hospitality industry, as it identifies the critical factors of customer satisfaction to enhance the hotel service quality. © 2018 Elsevier Ltd";International Journal of Hospitality Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044100178&doi=10.1016%2fj.ijhm.2018.03.010&partnerID=40&md5=e0f3396361ea8d0c29cdfaa186b4d6e4
80;Yadav S., Singh S.P.;An integrated fuzzy-ANP and fuzzy-ISM approach using blockchain for sustainable supply chain;2020;45;Purpose: The main objective of this paper is to justify the implementation of blockchain (BC) over the traditional method deployed in the supply chain (SC) after using the fuzzy–analytic network process (fuzzy-ANP) application. Over the past two decades, the overall product cost is affected by the SC at a global level. Organizations are working on their existing SC for improving their performance. BC technology is a newly emerging technology and magnetizes the attention of researchers and industrialists. This technology is still at the initial stage, and only little investigation is available in the literature and it has not been much investigated by researchers. Design/methodology/approach: Literature and expert opinion interpretation in BC characteristics are further analyzed and modeled using fuzzy–interpretive structural modeling (fuzzy-ISM), fuzzy-MICMAC and fuzzy-ANP. The combined approach of both fuzzy-ISM and fuzzy-MICMAC is applied to identify the common drivers to integrate the BC technology in the light of efficient supply chain management (SCM). Findings: Comparative analysis between traditional and BC-based supply chain (BCSC) using fuzzy-ANP is carried out, considering the common driving characteristics. The proposed integrated (combined) approach of fuzzy-ISM, fuzzy-MICMAC and Fuzzy-ANP found that integration of BC with SCM is better prioritized than traditional supply chain management (TSCM). The findings in the article endorse that the TSCM can be made efficient by integrating the BC technology considering five most driving characteristics, namely, data safety and decentralization, accessibility, documentation, data management and quality. Originality/value: The current proposed research work identifies 12 characteristics after studying numerous literature reviews and having a discussion with SC experts with knowledge of BC. The integrated approach of fuzzy-ISM and fuzzy-MICMAC is implemented here. After that, fuzzy-ANP is used to give ranking among BCSCM and TSCM. The study carried out in this article motivates industries to implement BC in their SC system. It will reduce the transaction cost, documentation work, save time and eliminate human error at the national and international levels. The common characteristics identified in this proposed work would help in managerial decisions for the adoption of BC to ensure that the system becomes more transparent, easily traceable and finally improve the performance. © 2020, Emerald Publishing Limited.;Journal of Enterprise Information Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102939124&doi=10.1108%2fJEIM-09-2019-0301&partnerID=40&md5=d5df5e30b50da54a1f14a96ab2aedab5
81;Fouladgar M.M., Yazdani-Chamzini A., Zavadskas E.K., Haji Moini S.H.;A new hybrid model for evaluating the working strategies: Case study of construction company;2012;44;Selection of the working strategy is a critical problem and it plays a significant role in the success of organization development. On the other hand, selecting the most appropriate working strategy among a pool of alternatives is a multi-criteria decision making (MCDM) problem. Since every working strategy has its benefits and costs and may bring a company different opportunities and risks, which kind of working strategy is the most appropriate for a company to accomplish is a sophisticated and complex decision with a high degree of uncertainty. Therefore, the current paper proposed an integrated evaluation model based on the analytic network process (ANP) and the complex proportional assessment (COPRAS), to help the decision makers or managers with the selection of proper working strategy in a fuzzy environment where the fuzziness and uncertainties are handled with linguistic terms parameterized by triangular fuzzy numbers (TFNs). In this paper fuzzy ANP (FANP) is utilized to take into account interdependence and dependencies and determine the importance weights of benefit, opportunities, cost and risk (BOCR) factors, and fuzzy COPRAS is applied to rank the alternatives. To show the potential application of the proposed model, a real world application is conducted to illustrate the use of the proposed model for the working strategy selection problem. The results show the capability and effectiveness of the proposed model. © 2012 Copyright Vilnius Gediminas Technical University (VGTU) Press Technika.;Technological and Economic Development of Economy;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84866319724&doi=10.3846%2f20294913.2012.667270&partnerID=40&md5=99c860dd875c3a810d0a91e4d79feeb5
82;Liou J.J.H.;Building an effective system for carbon reduction management;2015;44;The objective of this study is to introduce an evaluation system that allows firms to recognize the significant factors/criteria of carbon management and to develop strategies for carbon reduction. The evaluation criteria were developed from a literature review and consultations with practitioners in the electronics industry. We applied the Decision-Making Trial Evaluation Laboratory (DEMATEL) to construct the causal relationship among the evaluation system and the concepts of Analytic Network Process (ANP) to derive the influenced weights of criteria. This method can map out the structural relations among diverse factors in a complex system and identify the key factors for carbon management. The results indicate that carbon risk assessment is the most important criterion within the system, and manager commitment has the largest net influence degree viewed as the causal factor. Some management implications are provided in the discussion. © 2014 Elsevier Ltd.;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84947273376&doi=10.1016%2fj.jclepro.2014.10.053&partnerID=40&md5=ced0162ac20f019bcf94c7a6d0ad7992
83;Oppio A., Bottero M., Ferretti V., Fratesi U., Ponzini D., Pracchi V.;Giving space to multicriteria analysis for complex cultural heritage systems: The case of the castles in Valle D'Aosta Region, Italy;2015;44;"When dealing with cultural built heritage, the enhancement strategies are generally rooted on the history and based on the embedded values of cultural goods themselves, rather than on the multiplicity of their tangible and intangible values. Furthermore, the current state of the art in cultural heritage management lacks of an appropriate legislation and adequate instruments to be used by decision makers in order to achieve a holistic vision of the problem. Traditionally, decisions are made just by allocating resources case by case and by adopting policies based on simplifications of reality. In addition to dissipation of resources and unsuccessful results, this approach highlights the need of using an evaluative framework starting from the early stages of the decision-making processes. In the above perspective, the paper explores the use of multicriteria-spatial decision support systems (MC-SDSS) in order to define enhancement strategies for cultural built heritage. The integration among different evaluation methodologies (SWOT analysis and analytic network process) and tools with spatial analysis strengthens the explorative role of this kind of approaches. In this research the MC-SDSS has been applied to a system of thirteen castles in a mountainous region in the North of Italy. The study has been carried out with a special attention to the mutual relationship among this system of goods and the surroundings, according to a multidimensional structure of analysis. © 2015 Elsevier Masson SAS.
support the definition of enhancement strategies for cultural built heritage. ";Journal of Cultural Heritage;Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84948710687&doi=10.1016%2fj.culher.2015.03.003&partnerID=40&md5=1a63455b04a29d6de7895806bac5c08e
84;Chen L., Ren J.;Multi-attribute sustainability evaluation of alternative aviation fuels based on fuzzy ANP and fuzzy grey relational analysis;2018;43;The objective of this study is to develop a multi-attribute sustainability evaluation model for assessing the sustainability of various alternative aviation fuels. Fuzzy Analytic Network Process (ANP) which can incorporate the interdependences and interactions among the criteria was used for weights determination. Fuzzy Grey Relational Analysis (FGRA) was employed to determine the integrated priority of each alternative aviation fuel. Four alternative aviation fuels (petroleum refining -A1, Fischer-Tropsch synthesis based on natural gas -A2, algal-based fuel -A3, and soybean -based fuel -A4) were studied by the model, the sustainability order from the best to the worst determined based on the preferences/opinions of the three groups of stakeholders/decision-makers was Algal-based fuel (A3), soybean -based fuel (A4), petroleum refining (A1), and Fischer-Tropsch synthesis based on natural gas (A2). The method presented in this study was validated by comparing the results determine by the proposed method with that determined fuzzy TOPSIS and fuzzy sum weighted method, and the results in the case study were also validated by a programming based multi-criteria decision-making which partially using the real data to determine the sustainability order of the four aviation fuels. In order to investigate the effects of the weights on the sustainability order, sensitivity analysis was also carried out in this study. © 2017 Elsevier Ltd;Journal of Air Transport Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85031323136&doi=10.1016%2fj.jairtraman.2017.10.005&partnerID=40&md5=59495ccd796a94cc55e166491a17efb7
85;Guerrero-Baena M.D., Gómez-Limón J.A., Fruet J.V.;A multicriteria method for environmental management system selection: An intellectual capital approach;2015;43;"The adoption of environmental management systems has become more widespread among those firms looking to minimize their environmental impacts. Considering that firms have to select the optimal management system from a set of possible alternatives, this paper presents a novel decision-making approach based on the multicriteria method of analytic network process, in order to evaluate and prioritize the implementation of environmental management system alternatives in for-profit firms. Since several relevant intangible benefits are derived from the adoption of this kind of management system (such as enhancing employees' knowledge and skills, as well as improving corporate reputation), the method integrates and quantifies both financial and non-financial (intellectual capital) value creation criteria in order to identify the alternative that maximizes a firm's total market value. The proposed approach is empirically tested in a group of Spanish olive oil firms with a proactive environmental management orientation, and the results confirm the reliability of the proposed model. Furthermore, the empirical applications reveal that all the olive oil firms attribute great importance to the intangible elements when assessing environmental management systems. These results suggest that it is appropriate to take into account the intellectual capital value resulting from these kinds of management systems, during the decision-making process. The proposed method formalizes the evaluation process that firms already employ; these firms certainly take non-financial capital value creation elements into account, albeit in an intuitive way. © 2014 Elsevier Ltd. All rights reserved.";Journal of Cleaner Production;Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938207580&doi=10.1016%2fj.jclepro.2014.07.079&partnerID=40&md5=084edd5764d5a70b85f10cb12858aa09
86;Hu M.-L., Horng J.-S., Teng C.-C., Chou S.-F.;A criteria model of restaurant energy conservation and carbon reduction in Taiwan;2013;43;"This study investigates the indicators of - and creates a model for - energy conservation and carbon reduction (ECCR) in restaurants, with the aim of promoting sustainable food tourism development in Taiwan. Based on research, food and drinks can account for up to 30% of total tourism expenditure. However, this topic receives little attention in terms of energy use and its effects on climate change. The current researchers adopt multi-dimensional, qualitative and quantitative research methods, including in-depth interviews and an analytic network process (ANP), to collect research data. In-depth interviews with 16 experts are conducted, whereby 35 ECCR criteria are obtained. The ANP results for the restaurant ECCR model reveal 30 ECCR criteria with relative weights in the following five dimensions: ECCR buildings (40.82%), waste (26.03%), sustainable food use (15.89%), energy consumption (10.05%) and water (7.21%). Management implications are discussed, emphasizing both operational changes and staff training and incentives. The new ANP results demonstrate an interdependent relationship among the criteria, which can enhance the accuracy of the results and provide a reference for the restaurant industry in making decisions toward achieving eco-friendly developments and reducing greenhouse gas emissions. This study focuses predominantly on Asian cuisine; other cuisines require further research. © 2013 Copyright Taylor and Francis Group, LLC.";Journal of Sustainable Tourism;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84880006935&doi=10.1080%2f09669582.2012.721787&partnerID=40&md5=62b6d23348c082a17abc5252c087c759
87;Tosarkani B.M., Amin S.H.;A multi-objective model to configure an electronic reverse logistics network and third party selection;2018;43;The application of reverse logistics (RL) is expanded prominently due to environmental issues, and profit related to the returned products. RL includes all activities associated with product recovery such as repairing, recycling, remanufacturing, and disposing. Several partners are required to collaborate efficiently on account of obtaining optimal outcomes. In this sense, the selection of partners in RL can be considered as a multi-criteria decision making (MCDM) problem. In this research, it is aimed to apply fuzzy analytic network process (FANP) to convert the environmental qualitative factors to the quantitative parameters. Furthermore, an optimization model consisting of multiple echelons, components, and products is introduced for the RL in multiple periods. A multi-objective mixed-integer linear (MILP) programming model is employed to maximize the total profit, green practices, and on-time delivery with minimization of defect rate in the proposed RL. Finally, the multi-objective model is solved to achieve non-dominated solutions between the objectives. The proposed method is helpful in selection of the best third party reverse logistics provider. © 2018 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85049793541&doi=10.1016%2fj.jclepro.2018.07.056&partnerID=40&md5=62eb4188d54c1560a2ec4088462544a5
88;Tsai P.-H., Lin G.-Y., Zheng Y.-L., Chen Y.-C., Chen P.-Z., Su Z.-C.;Exploring the effect of Starbucks' green marketing on consumers' purchase decisions from consumers’ perspective;2020;43;This study contributes to current literature by constructing a model to evaluate how using green marketing to promote brand image affects consumers' purchase intentions. First, the decision-making trial and evaluation laboratory (DEMATEL) method was used to explore the mutual influence on evaluation indicators, and an influential network relation map (INRM) of indicators and sub-indicators was constructed based on the results. The DEMATEL method was then combined with the analytic network process to create a DANP method to calculate weights for each indicator and sub-indicator. A modified Vlse Kriterijumska Optimizacija Kompromisno Resenje (VIKOR) method was then employed to explore the comprehensive performance of each indicator and sub-indicator using empirical data. Finally, conclusions were summarised and suggestions were proposed. This study's findings can serve as a reference for firms seeking to improve the tangible effects of their green marketing strategies by stimulating consumers' purchase intentions. © 2020 Elsevier Ltd;Journal of Retailing and Consumer Services;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85085481712&doi=10.1016%2fj.jretconser.2020.102162&partnerID=40&md5=21a7a906fa91a17177314b4f8dd85b25
89;Chen Y., Wang S., Yao J., Li Y., Yang S.;Socially responsible supplier selection and sustainable supply chain development: A combined approach of total interpretive structural modeling and fuzzy analytic network process;2018;42;Socially responsible supplier selection and sustainable supply chain development involve extremely important decision-making processes in supply chain management encompassing many quantitative and qualitative factors to consider. Given the vagueness of experts' opinions and the complex interrelationships among evaluation criteria, this study proposes and illustrates a hybrid model that combines total interpretive structural modeling (TISM) and fuzzy analytic network process (FANP) to determine the most appropriate supplier from a social responsibility perspective. We use TISM to explain the interrelationships among variables and the FANP to calculate specific scores for each candidate. We illustrate an application of the proposed hybrid model using a case study from the Chinese food industry. The result demonstrates the feasibility and effectiveness of combining TISM and the FANP for socially responsible supplier selection. This research may provide managerial insights for practitioners to evaluate suppliers and develop sustainable supply chain strategies. © 2018 John Wiley & Sons, Ltd and ERP Environment;Business Strategy and the Environment;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053539164&doi=10.1002%2fbse.2236&partnerID=40&md5=da21e76391ea2f527e176fb41aa25318
90;Hemmati N., Rahiminezhad Galankashi M., Imani D.M., Farughi H.;Maintenance policy selection: a fuzzy-ANP approach;2018;42;Purpose: The purpose of this paper is to develop a fuzzy analytic network process (FANP) model to select the maintenance policy of an acid manufacturing company. Design/methodology/approach: Four maintenance strategies of Corrective Maintenance (CM), Time-Based Maintenance (TBM), Condition-Based Maintenance (CBM) and Shutdown Maintenance (SM) are investigated to be considered for seven equipment of the case study. These equipment are almost new and include boiler, molten sulfur ponds, cooling towers, absorption tower, converter, sulfur fuel furnace and heat exchanger. Chang’s extended analysis has been employed to deal with fuzzy data and analyze the fuzzy decision matrices. The proposed approach is applied to a sulfuric acid production plant and the suitable maintenance policy is found for all seven equipment of the company. Findings: Based on the obtained results, the CBM policy is appropriate for high-risk (cooling tower) and high added value equipment (absorption tower). In addition, TBM is selected for boiler and converters while SM is selected for molten sulfur ponds. Finally, high-cost, low-risk and low added value equipment (sulfur fuel furnace and heat exchanger) are more appropriate with CM policy. Originality/value: This research presents a novel idea to consider cost, risk and added value in the context of maintenance policy selection. From the methodological and theoretical features, this research offers new insights in this area since, to the best of the authors’ knowledge, no comparable study has been conducted before. © 2018, Emerald Publishing Limited.;Journal of Manufacturing Technology Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85047791740&doi=10.1108%2fJMTM-06-2017-0109&partnerID=40&md5=e5275ebe0ea96e2291ca6ba839ec7072
91;Munim Z.H., Sornn-Friese H., Dushenko M.;Identifying the appropriate governance model for green port management: Applying Analytic Network Process and Best-Worst methods to ports in the Indian Ocean Rim;2020;42;This study investigates the appropriate port governance model for implementation of green port management (GPM) practices. Relying on social systems engineering principles, we propose a multi-criteria decision-making (MCDM) framework considering four port governance models and five major GPM practice indicators. We validate the MCDM framework using survey data collected from top management executives of three ports in the Indian Ocean Rim — Bangladesh, Sri Lanka and Tanzania. We compare the Analytic Network Process (ANP) method with more recently developed Best-Worst Method (BWM) in analysis of the MCDM problem of finding the right port governance model for GPM. We collect data using the ANP and BWM survey in January 2019 and August 2019, respectively, from the same respondents. While participating in the study in January 2019, the respondents did not know that they would respond to the same MCDM problem using a different model, which corresponds to a repeated measures experimental design. In both analyses, we find that increasing privatization in port governance would enhance the implementation of GPM practices. Our study furthermore suggests that BWM is a reliable MCDM method with greater applicability than ANP, as it requires significantly lower number of judgement comparisons. © 2020 The Author(s);Journal of Cleaner Production;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086829018&doi=10.1016%2fj.jclepro.2020.122156&partnerID=40&md5=25d07f60584f6dd6633ae8f274d4ddf4
92;Zhao H., Li N.;Evaluating the performance of thermal power enterprises using sustainability balanced scorecard, fuzzy Delphic and hybrid multi-criteria decision making approaches for sustainability;2015;42;The severe situation of resources and environment poses undesirable conditions to thermal power enterprises for making profits. To promote sustainable development, a novel hybrid framework for evaluating the performance of thermal power enterprises is proposed from the perspective of sustainability. Based on the principle of a sustainability balanced scorecard, the initial evaluation criteria are determined, in which the “environmental” and “sustainable” perspectives are covered to address issues of inadequate corporate social responsibility. Then, 22 final criteria are recognized using the fuzzy Delphi method. Considering the deficiencies of the sustainability balanced scorecard in perceiving importance criteria weights and achieving a comprehensive evaluation, a hybrid evaluation model that operates in the fuzzy environment is developed based on the analytic network process and the technique for order preference by similarity to an ideal solution. The relative weights of the evaluation criteria are computed by the analytic network process to address the interdependent relationships among the criteria. Furthermore, because of the simple and logical computation process, the fuzzy technique for order preference by similarity to an ideal solution is adopted to prioritize the performance of thermal power enterprises in terms of linguistic variables, which are capable of handling situations involving complex and ambiguous problems. Finally, the effectiveness of the proposed framework is demonstrated using a case study from the China Huaneng Group Corporation, in which the performances of four enterprises are effectively prioritized. The results indicate that the “sustainable” and “learning and growth” perspectives are the key elements that can greatly improve performance. The proposed framework can help authorities enhance the competitiveness of decisions for sustainable development. In addition, this study extends the scope of this type of issue through varying multi-criteria decision making tools and different environments such as uncertainty, gray and fuzzy. © 2015 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84939149248&doi=10.1016%2fj.jclepro.2015.07.141&partnerID=40&md5=18614196c05455981699326fce8543fd
93;Neumüller C., Lasch R., Kellner F.;Integrating sustainability into strategic supplier portfolio selection;2016;41;Purpose – The purpose of this paper is to propose a comprehensive methodology and a problem-specific model for the configuration of the optimal strategic supplier portfolio in terms of traditional, performance-related objectives and sustainability targets. Design/methodology/approach – To bridge the research gap, i.e., to align strategic supplier portfolio selection with corporate sustainability targets, a hybrid model of the analytic network process (ANP) and goal programming (GP) is developed. To validate the model, a case example is presented and managerial feedback is collected. Findings – By enabling the integration of sustainability targets into strategic supplier portfolio configuration, the hybrid ANP-GP model contributes to research in the area of sustainable supply chain management. Results indicate that simplifying the model by omitting one or more details may lead to unfortunate actions. Research limitations/implications – The model has been applied using a case example in the automotive industry. To strengthen the findings, it should be examined under other terms as well. Practical implications – Integrating economic, environmental, and social targets into strategic supplier portfolio configuration reduces supply risks and promotes the achievement of the sustainability goals of the purchasing company. Social implications – Strategic supplier selection counts among the decisions that have an impact on the environment and society for several years. Configuring economically rational, environmentally friendly, and socially responsible supplier bases supports worldwide efforts towards sustainable development. Originality/value – Although sustainable supplier selection has gained importance in recent years, this is the first time that a comprehensive model for the determination of the optimal strategic supplier portfolio in terms of performance-related objectives and sustainability targets has been proposed. © 2016, © Emerald Group Publishing Limited.;Management Decision;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84955499902&doi=10.1108%2fMD-05-2015-0191&partnerID=40&md5=6c47f7c0576961668f59a9a86fd4d4ab
94;Digalwar A., Raut R.D., Yadav V.S., Narkhede B., Gardas B.B., Gotmare A.;Evaluation of critical constructs for measurement of sustainable supply chain practices in lean-agile firms of Indian origin: A hybrid ISM-ANP approach;2020;40;The purpose of this paper is to evaluate the critical criteria that are influencing the successful implementation of sustainable supply chain practices (SSCP) in the lean-agile manufacturing firm. From the systematic literature review and field professionals' opinion, various criteria that are influencing sustainable supply chain were identified. Data were collected from 16 experts and analysed by an integrated approach of “interpretive structural modeling (ISM) and analytic network process (ANP).” ISM methodology was utilized to get a hierarchical relationship between all criteria. Further, the input to the ANP matrices was taken from the output of ISM, and three organizations that differ in their principle of operation were ranked to find out the extent of implementation of SSCP in the Indian context. The obtained results indicate that “Information technology-enabled system support (ITS), SC member's awareness and literacy (SAL), Societal issues (SIS), and Scarcity of natural resources (SNR)” were most significant constructs for successful implementation of SSCP for the case organizations. © 2020 John Wiley & Sons, Ltd and ERP Environment;Business Strategy and the Environment;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85077866584&doi=10.1002%2fbse.2455&partnerID=40&md5=7fde16af0252645424fe2399da3f9f6c
95;Meena K., Thakkar J.;Development of Balanced Scorecard for healthcare using Interpretive Structural Modeling and Analytic Network Process;2014;40;Purpose – The purpose of this paper is to develop a Balanced Scorecard-based performance measurement framework for health care system. Design/methodology/approach – An integrated ISM-ANP-based quantitative approach is used for the development of balance scorecard for health care system. The necessary insights are drawn from the secondary literature. Findings – This research identifies Key Performance Indicators and their interrelationships for health care system. An integrated approach of ISM and ANP is employed for the development of balance scorecard. Research limitations/implications – The findings of the research are based on insights gained from secondary literature and an analysis of five cases in health care segment and hence generalization of proposed framework is limited to the system representing some commonalities with chosen cases. Practical implications – Health care is the diagnosis, treatment and prevention of disease, illness, injury and other physical and mental impairments in humans. Access to health care varies across countries, groups and individuals, largely influenced by social and economic conditions as well as the health policies in place. The changing nature of today's health care organizations, including pressure to reduce costs, improve the quality of care and meet stringent guidelines, has forced health care professionals to re-examine how they evaluate their performance. Originality/value – The Balanced Scorecard health care expanded organization measures beyond financial analysis. It was first proposed by Robert S. Kaplan and David P. Norton in their book “The Balanced Scorecard (1996, Harvard Business School Press).” This research reports a development of Balanced Scorecard for health care using an integrated approach of Interpretive Structural Modeling and Analytic Network Process is used. © 2014, Emerald Group Publishing Limited.;Journal of Advances in Management Research;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946136008&doi=10.1108%2fJAMR-12-2012-0051&partnerID=40&md5=c6b13145864786b1268e3d2f59bebed9
96;Rezaeisaray M., Ebrahimnejad S., Khalili-Damghani K.;A novel hybrid MCDM approach for outsourcing supplier selection: A case study in pipe and fittings manufacturing;2016;40;Purpose: The purpose of this paper is to determine the criteria weights of outsourcing and their key role in ranking outsourcing suppliers. Design/methodology/approach: A new hybrid multi-criteria decision-making approach merges three tools, namely, decision making trial and evaluation (DEMATLE), fuzzy analytic network process (FANP) and ordinal/cardinal data envelopment analysis (DEA) model. Afterwards, experts’ opinions were gathered from a Pipe and Fittings company. Finally, their opinions were incorporated in three-stage approach for outsourcing suppliers’ selection. Findings: The findings of this study show that among the selective criteria for outsourcing, business development, focus on basic activities and order delays are the three most important criteria. Also, the proposed approach ranks suppliers to facilitate decision making for selection. Research limitations/implications: The number of suppliers, selection criteria and the number of members of the respondents’ team have been identified as some of the limitations of the present study. Practical implications: The study has significant and practical implications for the managers and for the organizations which have to choose top suppliers, particularly in the case of dealing with numerous and qualitative/quantitative criteria. Originality/value: This paper proposed a new three-stage approach that incorporates outputs of previous as inputs of next stage to increasing results accuracy. Also, it showed that by incorporating results of FANP method into DEA model, key role of experts’ opinions as a qualitative and quantitative criteria can be caused by increasing flexibility of decision process. © 2016, Emerald Group Publishing Limited.;Journal of Modelling in Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84977635158&doi=10.1108%2fJM2-06-2014-0045&partnerID=40&md5=53c7c348adadcfcf169d2e321460ba16
97;Mohammadzadeh A.K., Ghafoori S., Mohammadian A., Mohammadkazemi R., Mahbanooei B., Ghasemi R.;A Fuzzy Analytic Network Process (FANP) approach for prioritizing internet of things challenges in Iran;2018;39;Recent years have witnessed a huge upsurge of interest in internet of things (IoT) throughout the world. This shift has led to the emergence of new challenges associated with this novel paradigm. They all need to be addressed properly by experts and scholars in the field. In this paper, an integrated approach using fuzzy analytic network process (FANP) was applied to carry out the following tasks: first, to identify the most important IoT technology development challenges in Iran and secondly, to prioritize the aforementioned factors. The implemented approach took into account that technological factors, privacy and security issues, business related factors, legal and regulatory challenges, and cultural elements are the main factors which have an impact on IoT technology development. Besides, it was also taken into consideration that several correlations among the aforementioned classes exist. The results indicate that “technological” and “privacy and security” challenges are the most significant factors which affect IoT. Furthermore, “business model” “architecture and design” and “education and training” were ranked as the most considerable sub-factors respectively. © 2018;Technology in Society;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041509903&doi=10.1016%2fj.techsoc.2018.01.007&partnerID=40&md5=93750392eca5764a1496be6c63b6dfed
98;Bui T.-D., Tsai F.M., Tseng M.-L., Wu K.-J., Chiu A.S.;Effective municipal solid waste management capability under uncertainty in Vietnam: Utilizing economic efficiency and technology to foster social mobilization and environmental integrity;2020;38;Resources and expertise for controlling processes are inadequate due to municipal solid waste management (MSWM) capability limitations in Vietnam. The resource-based view (RBV) needs to be considered in the assessment of municipal solid waste management. Nevertheless, in practice, various attributes of municipal solid waste management are not considered in the sustainable performance of cities. Hence, this study applied exploratory factor analysis (EFA) to confirm the validity and reliability of these attributes and construct a hierarchical structure. Fuzzy set theory was used to convert the linguistic preferences into crisp values and the decision-making trial and evaluation laboratory (DEMATEL) method was used to assess the causal interrelationships among the attributes. The analytic network process (ANP) was adopted to construct the hierarchical framework, and fuzzy importance - performance analysis (IPA) was used to enhance our understanding of the gap between importance and performance. The results show that the efficiency and effectiveness of cities’ waste management systems depend on the capability based on utilizing economic efficiency and technology advantages to foster social mobilization and environmental integrity. Practitioners should consider new data acquisition and communication technologies, the circular economy, technical capabilities, and organizational/leadership capabilities in their decision making to promote sustainable performance. To develop sustainable MSWM, suitable strategic solutions based on the resources and strengths of each city should be developed that consider formal, informal and small-scale sectors. © 2020;Journal of Cleaner Production;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85081039938&doi=10.1016%2fj.jclepro.2020.120981&partnerID=40&md5=fc7498e12049e3fe899ec405b85166be
99;De Felice F., Petrillo A.;Key success factors for organizational innovation in the fashion industry;2013;38;"In the current phase of globalization, the fashion industry is an important sector where firm strategies are frequently oriented towards product personalization - more than product customization - with a reduced price. The fashion industry relates to the ability to provide customized products or services through flexible processes in high volume and at a reasonably low cost, which are currently key variables for the fashion supply chain. Performance concepts - which usually refer to three pillars, i.e., economic, environmental and social ones - are new paradigms in this industrial sector, namely ""sustainable"" mass customization. This paper proposes a multi-criteria methodological approach for evaluating the performance of the fashion industry based on the Balanced Scorecard (BSC) and the Analytic Network Process (ANP), called 'MAB' - Multi-criteria Assessment Balanced Scorecard. Firstly, key performance indicators (KPIs) are evaluated in order to assess the performance level of a typical fashion industry. The development of an index system and methods is aimed to form a set of useful tools for policy-makers to facilitate the transformation of an industrial development mode and support the performance of the fashion industry. © 2013 Felice and Petrillo.";International Journal of Engineering Business Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84885221758&doi=10.5772%2f56882&partnerID=40&md5=6edd47e1e5cd3260399528c146b9de62
100;Mohammadi F., Sadi M.K., Nateghi F., Abdullah A., Skitmore M.;A hybrid quality function deployment and cybernetic analytic network process model for project manager selection;2014;38;Identifying appropriate decision criteria and making optimal decisions in a structured way is a complex process. This paper presents an approach for doing this in the form of a hybrid Quality Function Deployment (QFD) and Cybernetic Analytic Network Process (CANP) model for project manager selection. This involves the use of QFD to translate the owner's project management expectations into selection criteria and the CANP to weight the expectations and selection criteria. The supermatrix approach then prioritises the candidates with respect to the overall decision-making goal. A case study is used to demonstrate the use of the model in selecting a renovation project manager. This involves the development of 18 selection criteria in response to the owner's three main expectations of time, cost and quality. Copyright © 2014 Vilnius Gediminas Technical University (VGTU) Press.;Journal of Civil Engineering and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84961292098&doi=10.3846%2f13923730.2014.945952&partnerID=40&md5=023a0878c2ebca42295ab067fc55dc33
101;Poveda-Bautista R., Baptista D.C., Garca-Melón M.;Setting competitiveness indicators using BSC and ANP;2012;38;In this paper a new approach to assess companies' competitiveness performance in an efficient and reliable way is presented. It introduces a rigorous methodology, based on multi-criteria techniques, which seeks to assist managers of companies within a specific industrial sector in providing information about their relative position in order to define improvement action plans. The approach combines the use of the analytic network process (ANP) method with the balanced scorecard (BSC) to achieve competitiveness indicators. The ANP method allows the aggregation of experts judgments on each of the selected indicators used into one company competitiveness index (CCI). To demonstrate the goodness of the methodology, a case study of the plastic sector of Venezuela has been carried out. Three companies have been analysed using the CCI proposed. The participating experts agreed that the methodology is useful and an improvement from current competitiveness measurement techniques. They found the results obtained coherent and the use of resources significantly less than in other methods. © 2012 Copyright Taylor and Francis Group, LLC.;International Journal of Production Research;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84865690780&doi=10.1080%2f00207543.2012.657964&partnerID=40&md5=977308237fdeeae050e2b258f804a01a
102;Sharma S., Shah B.;Towards lean warehouse: transformation and assessment using RTD and ANP;2016;37;Purpose – The purpose of this paper is to represent a unique combined Real time Delphi (RTD) – analytic network process (ANP) approach considering efficient decision making with practical validation. Design/methodology/approach – An ANP model encounters invisible relationship and interdependency among qualitative and quantitative criteria for assessment. RTD supports continuous assessment and improvement in team building, modeling, developing, implementing and validating the procedure. To illustrate practical validation of the model, the authors apply it in a manufacturing firm. A case illustrating the model, finds improved results and judgments followed by conclusion. Findings – A case illustrating the model, finds improved results and judgments. This model improves warehouse performance by integrating lean and people issues. The outcome results in an efficient decision making and consensus judgments. It also fosters high trust and coordination level among people in warehouse. Originality/value – Previous studies have assessed leanness either at enterprise or manufacturing level. As lean transformation and assessment both are continuous and long-term procedure, first the concept should apply to single function and should lead toward enterprise level. A web-based approach and multi criteria decision-making techniques like analytic hierarchy process, and ANP had been applied individually to measure leanness at enterprise level. Because of the warehouse contributing significantly to the total wastes and costs for an organization, such operations are considered presently. © 2016, © Emerald Group Publishing Limited.;International Journal of Productivity and Performance Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962791552&doi=10.1108%2fIJPPM-04-2015-0061&partnerID=40&md5=3919fe6f2c20b5486dbb3316ec372ca7
103;Tian C., Peng J.-J.;An integrated picture fuzzy anp-todim multi-criteria decision-making approach for tourism attraction recommendation;2020;37;In this paper, the picture fuzzy score and accuracy function are first defined. Then, a corresponding comparative method between two picture fuzzy numbers (PFNs) is developed. Next, a novel normalized picture fuzzy distance measure between two PFNs is disclosed, and part of the characteristics of the proposed distance measure are discussed. Afterwards, on the basis of the analytic network process (ANP) and an Acronym in Portuguese of Interactive and Multi-Criteria Decision-Making (TODIM) methods, an integrated ANP-TODIM approach is developed to resolve multi-criteria decision-making (MCDM) where the weights of the criteria are fully unknown. We use ANP approach to decide the weights of criteria on the basis of expert mean assessment method, and TODIM is utilized to obtain the ranking of alternatives. Finally, an illustrative example of an optimal tourism attraction recommendation is provided to testify applicability of the developed decision-making method and prove that its results are effective and reasonable. © 2019 The Author(s). Published by VGTU Press.;Technological and Economic Development of Economy;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078191177&doi=10.3846%2ftede.2019.11412&partnerID=40&md5=42e499c3816f5acd7ba37b85051bb056
104;Iskin I., Daim T., Kayakutlu G., Altuntas M.;Exploring renewable energy pricing with analytic network process - Comparing a developed and a developing economy;2012;36;Increasing use of renewable sources has a vital importance in mitigating increasing energy demand and global warming. The limited reserves and negative environmental impacts associated with fossil fuel consumption make the renewable energy sources considerable alternatives in case environmental externalities are taken into consideration. Pricing models for renewable energy alternatives are commonly based on the same fundamentals as the fossil fuels, but this approach neglects some of the characteristics that are unique to renewable energy alternatives. In order to develop more accurate pricing models these unique variables which are mostly considered as market externalities need to be integrated in the current forms of pricing models. The originality of this work is its ability to combine social, technical, environmental and economic aspects using analytic network process in order to provide a more holistic point of view on factors impacting renewable energy pricing through a comparison of two case studies. United States (U.S.) and Turkey are the two cases analyzed in this paper. U.S. represents a developed economy whereas Turkey represents a developing economy. It is expected that the results of this work would be helpful for further research in understanding the dynamics behind pricing mechanism of the renewable sources in different environments. For instance, fundamental differences in relative importance of pricing factors between two case countries have been identified as different levels of enforcement through laws and regulations, impact of geographic characteristics on site selection and job opportunities created through new investments. © 2012 Elsevier B.V.;Energy Economics;Non-Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84860800786&doi=10.1016%2fj.eneco.2012.04.005&partnerID=40&md5=61056f0e8dab4b45b493bd4d2a07a82d
105;Rajesh R.;Sustainable supply chains in the Indian context: An integrative decision-making model;2020;36;"Sustainability is gaining importance in the Indian manufacturing industries, as there are increasing considerations from stakeholders for resource utilization and for reducing ecological impacts. Sustainable Supply Chain Management (SSCM) can resolve many environmental management problems along with the gain of several competitive advantages for future. We formulate in this research, an integrative decision-making model for SSCM in the Indian context, which considers several strategies, interfaces, and regulations for sustainability along with the attributes contributing to each. A network model is constructed from an initial flow model and the weightings for factors were calculated using the method of paired comparison by the Analytic Hierarchy Process (AHP). Later, Analytic Network Process (ANP) has been employed for the comparison of alternative schemes for selection of a particular SSCM strategy into implementation. We assess two alternative schemes in practice for sustainability and from the results; we observe that Scheme 2 excels Scheme 1, considering sustainability capabilities. Also, from the factor weightings, we observe that standardization of nature-friendly (NF) technologies and green segment size emerges as important factors for the case supply chain. A comparison of the results from AHP and ANP is conducted with other popular multi-criteria decision-making techniques, TOPSIS and VIKOR and the results were analyzed. Also, we conduct sensitivity analysis of the results. The implications of the study are in a direction to aid the managerial decision-making process, through effectively comparing various schemes to implementation for their sustainability capabilities. © 2020 Elsevier Ltd";Technology in Society;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078706601&doi=10.1016%2fj.techsoc.2020.101230&partnerID=40&md5=309ddeec51370dfecf8f7c48a8decf31
106;Raut R., Kharat M., Kamble S., Kumar C.S.;Sustainable evaluation and selection of potential third-party logistics (3PL) providers: An integrated MCDM approach;2018;36;Purpose: The purpose of this paper is to efficiently assist the decision makers in evaluating and selecting the most appropriate third-party logistics (3PL) provider from environmental sustainability perspective using a two-phase model based on data envelopment analysis (DEA) and analytic network process (ANP). Design/methodology/approach: The study uses an integrated approach of DEA and ANP as an evaluation and selection methodology to select an efficient and requisite 3PL. The integrated model is a sound technique for 3PL evaluation and selection. DEA effectively screens the maximally efficient 3PLs, whereas ANP easily performs the cumbersome process of weighting diverse criteria and ranks various alternatives according to their performance on the basis of these criteria. This study lists the prominent evaluation and selection criteria taking into consideration the environmental sustainability. Finally, a real-life industrial application is presented to demonstrate the proposed method. Findings: The current research work is devoted to the emerging research topic of environmental sustainability in logistics industry and supply chain management. The results of study indicate that eco-efficient transportation and 3PLs lead better transportation planning, better inventory and warehouse management, lower inventory cost and sustainable supply chain operations. Also, the applied approach enables the decision makers to better understand the complex relationships of the relevant criteria in the decision-making process. Research limitations/implications: This study does not investigate the relationships between environmental performances and differentiation advantage from the perspective of 3PLs. Also, sensitivity analysis is not performed. Practical implications: The developed integrated model enables decision analysts to better understand the complete evaluation process of 3PL evaluation and selection considering environmental sustainability perspective. Furthermore, the developed approach provides a more flexible, simple, accurate, effective, and systematic decision support tool for 3PL evaluation and selection. Originality/value: The current study is first of its kind to use the integrated approach in evaluation and selection of 3PLs from environmental sustainability perspective considering the inter-dependencies among the evaluation and selection criteria. © 2018, Emerald Publishing Limited.;Benchmarking;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041583135&doi=10.1108%2fBIJ-05-2016-0065&partnerID=40&md5=cd5d4e728103ad6450df65fa60c49761
107;Wu J.-Z., Roan J., Santoso C.H.;Key factors for truly sustainable supply chain management: An investigation of the coal industry in Indonesia;2017;36;"Purpose -The purpose of this paper is to explore key factors or criteria of sustainable supply chain management (SSCM) influencing Indonesian coal companies, using ""adoption, implementation, and performance"" (A-I-P) of SSCM, thru three means: first, to investigate which criteria have higher weight to achieve SSCM in Indonesia; second, to see whether there are any differences between the Indonesia case and existing literature of SSCM; third, to highlight any causal relationships between the Indonesia case and the SSCM theory. Design/methodology/approach - DEMATEL-based analytic network process (DANP) questionnaire survey with a theoretical SSCM model is applied to conduct an empirical test for the coal production and supply chain companies in Indonesia. Findings -The ""performance"" dimension out of the A-I-P of the SSCM is the most important one, while the ""adoption"" dimension is the least. Out of the 12 criteria under the three dimensions, the ""operational, economic, environmental, and social"" factors under the category of the performance dimension and the ""ISO 14001 certification"" criteria belonging to the dimension of ""implementation"" are the top five key factors in the SSCM. Research limitations/implications -There are some limitations in this study. First and foremost is the relatively small sample size with a limited geographic area, although they are unavoidable owing to one country case study. Practical implications -The test results are helpful to draw guidance for sustainable supply chain managers in implementing efficient SSCM in the wave of tough competition and changing marketplace. Originality/value -This study contributes first to developing a theoretical framework for SSCM under the A-I-P model and second, to applying DANP to an empirical case of SSCM of the coal industry in Indonesia. As a result, the authors draw helpful guidelines and policy implications for SSCM of the coal industry, referring to the A-I-P dimension as drivers and enablers for the SSCM performances of the industry. © Emerald Publishing Limited.";International Journal of Logistics Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85032678970&doi=10.1108%2fIJLM-07-2014-0103&partnerID=40&md5=00d2e909fa3d21bcac3f8263e04a8026
108;Liu S., Moizer J., Megicks P., Kasturiratne D., Jayawickrama U.;A knowledge chain management framework to support integrated decisions in global supply chains;2014;35;Knowledge management has been identified as a key enabler to achieve organisations value chain competitiveness. It, however, has been facing fresh challenges in a global supply chain setting. This paper proposes a global knowledge chain management (GKCM) framework that identifies and prioritises critical knowledge that a global supply chain can focus on to support integrated decisions. The framework explores three types of global context knowledge, namely global market knowledge, global capacity knowledge and global supply network configuration knowledge. Empirical study has been undertaken within the manufacturing industry to evaluate the GKCM framework. Analytic network process has been explored as a key method to assess the importance of the global knowledge constructs from supply chain managers perspectives. A key contribution of the paper is that it advances existing knowledge chain management approaches within one organisation and its local supply chain to include the global context knowledge applicable to global manufacturing settings, and highlights how the GKCM framework can support global supply chain integrated decisions. © 2013 © 2013 Taylor & Francis.;Production Planning and Control;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84897913313&doi=10.1080%2f09537287.2013.798084&partnerID=40&md5=1db0e31ffa24f7f8bc4ed7f23418be33
109;Zamani M., Rabbani A., Yazdani-Chamzini A., Turskis Z.;An integrated model for extending brand based on fuzzy ARAS and ANP methods;2014;35;"Brand extension is one of the most popular strategies in marketing. This is due to the fact that consumers usually take into account the brand first because it indirectly reflects the design, quality, and functions. According to the significant role of brand in creating benefit and diminishing risk for a new product, this study intended to develop a novel model for selecting the most appropriate strategy in brand extension. However, there are a number of criteria influencing the possible strategies, and they often are interdependent. Therefore, a multi-criteria decision making model based on Analytic Network Process and Additive Ratio Assessment methods has been developed to systematically clarify the interdependent relationships among the evaluation criteria of brand extension and then, scientifically evaluate the feasible strategies and rank the priorities of brand extension strategies. The results of the proposed model show that ""Production cost"" is the most important factor, followed by ""Quality of parent brand"" and ""Perceived risk"" while ""Ice cream"" is the highest satisfaction of brand extension. © 2014 Copyright © 2014 Vilnius Gediminas Technical University (VGTU) Press Technika.";Journal of Business Economics and Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84903939507&doi=10.3846%2f16111699.2014.923929&partnerID=40&md5=bbf582a0c783ef3db0b6cde7dbbd11fb
110;Chang K.-L., Liao S.-K., Tseng T.-W., Liao C.-Y.;An ANP based TOPSIS approach for Taiwanese service apartment location selection;2015;34;The fuzzy Delphi method, analytic network process (ANP), and technique for order preference by similarity to ideal solution (TOPSIS) are integrated in this paper to help Taiwanese service apartments to effectively select the optimal locations. The fuzzy Delphi method, which can lead to better criteria selection, is used to modify previous studies to construct the hierarchy. Considering the interdependence among the selection criteria in the hierarchy, ANP is then used to obtain the weights of the criteria. To avoid calculation and additional pairwise comparisons of ANP, TOPSIS is used to rank the alternatives. According to the hierarchy based on three perspectives and 12 important criteria, optimal locations for Taiwanese service apartments can be more effectively selected. Moreover, by integrating the fuzzy Delphi method, ANP, and TOPSIS, this study can make better decisions for optimal locations. To illustrate how the fuzzy Delphi method, ANP, and TOPSIS are applied in the location selection problem, their application to a real case is also performed. © 2015, College of Management, National Cheng Kung University.;Asia Pacific Management Review;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84943192045&doi=10.1016%2fj.apmrv.2014.12.007&partnerID=40&md5=d4f605e6602d3461716438d0621089bb
111;Jaafari A., Najafi A., Melón M.G.;Decision-making for the selection of a best wood extraction method: An analytic network process approach;2015;34;The importance of environmental and economical aspects in sustainable forest management (SFM), demands a continuing need for the application of efficient methods in this field. In this paper, we applied analytic network process (ANP) with benefits, opportunities, costs, and risks (BOCR) to evaluate four existing wood extraction methods (rubber-tired skidder, tracked skidder, cable logging and animal skidding) and select the best one based on SFM strategies in the Caspian (Hyrcanian) Forest, in northern Iran. The required data were obtained either from the previous studies or through pairwise comparisons conducted by a panel of forest engineering experts. Based on the BOCR subnetworks and their corresponding criteria, four alternatives were synthesized. ANP analysis indicated that the benefits and risks were more important in terms of decision-making, compared to the opportunities and costs. Finally, the alternative of 'rubber-tired skidder' was selected as the most suitable method for meeting SFM strategies. The decision framework proposed in this study offers a means for the reorganizing and planning of timber harvesting operations as an integral step toward SFM. By making minor adjustments for local conditions, this decision framework can be adapted for many other regions and countries. © 2014 Elsevier B.V.;Forest Policy and Economics;Non-Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84919479362&doi=10.1016%2fj.forpol.2014.09.010&partnerID=40&md5=ada32fdd1be1203b1abe32b458b2e458
112;Ferretti V., Pomarico S.;Integrated sustainability assessments: A spatial multicriteria evaluation for siting a waste incinerator plant in the Province of Torino (Italy);2012;33;"The present paper proposes a spatial multicriteria approach for supporting decision makers in the siting process of a waste incinerator plant in the Province of Torino (Italy). Municipal solid waste management is an intrinsically complex problem because it involves different interconnected elements and must achieve objectives that are often in conflict. Given the spatial nature of the problem, a useful support is provided by a family of methods that are rapidly gaining traction for planning and policy-making, named multicriteria spatial decision support systems, which are based on geographical information systems and multicriteria analysis coupling. In the present study, a methodological framework is proposed for the integration of geographical information systems with a specific multicriteria analysis technique, named Analytic Network Process. The method is illustrated with reference to a case study in the Province of Torino. The purpose of the research is to generate a suitability map of the area under analysis in order to locate a municipal solid waste incinerator plant. The application allows the dependence relationships between the criteria to be assessed and the relative importance of all the elements to be evaluated. The results are obtained in the form of maps analyzed through the ILWIS 3. 3 GIS software and have been further verified through a ""what-if"" analysis with reference to the clusters priorities in order to test the robustness of the model. The implementation of the spatial Analytic Network Process technique gives an originality value to the present research since it represents one of the first applications at both the national and international levels. © 2012 Springer Science+Business Media B.V.";Environment, Development and Sustainability;Non-Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84865827698&doi=10.1007%2fs10668-012-9354-8&partnerID=40&md5=1acc7038d51da86a249e6104fdfc4eae
113;Ramkumar M., Schoenherr T., Jenamani M.;Risk assessment of outsourcing e-procurement services: integrating SWOT analysis with a modified ANP-based fuzzy inference system;2016;33;With electronic procurement solutions becoming increasingly sophisticated, many firms opt to source these services from third-party providers, effectively transferring (outsourcing) significant responsibility to these services companies. This action, however, entails certain risks, which are oftentimes difficult to assess. To guide managerial practice and to advance academic inquiry in this domain, we identify e-procurement risk factors through a strengths, weaknesses, opportunities, threats analysis, grounded in transaction cost economics (TCE), and propose a risk assessment framework based on the opinions of a group of experts. The approach taken is that of a modified analytic network process methodology, combined with a fuzzy inference system, which is versatile enough to accept the expert opinions in different input formats (such as linguistic variables and ranges). The proposed framework has the capability to aggregate expert judgements’ to estimate risk likelihoods, risk severities and risk factor indices, and derive overall risk magnitudes. The multi-method approach was motivated and is illustrated by a real-life case study of an Indian manufacturing company currently in the process of contract renewal with its existing e-procurement service provider. © 2016 Informa UK Limited, trading as Taylor & Francis Group.;Production Planning and Control;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84973146906&doi=10.1080%2f09537287.2016.1190877&partnerID=40&md5=e818f0bc59a3518f16150cf72d2d53d3
114;Kumar A., Anbanandam R.;Analyzing interrelationships and prioritising the factors influencing sustainable intermodal freight transport system: A grey-DANP approach;2020;32;The intermodal railroad (IRR) based freight transport system is considered as the most sustainable way of goods distribution. Although there are many inhibitors which obstruct the popularity of intermodal transportation. Most of the previous work consider inhibitors as an independent and quantitative factor, but in the real world, these inhibitors are interdependent as well as qualitative in nature. To fill this gap, this paper proposes a hierarchical framework based on the grey-Decision Making Trial and Evaluation Laboratory (grey-DEMATEL) and Analytic Network Process (ANP), i.e. gDANP. The integration of grey theory into DEMATEL provides a better inclusion of subjectively of the decision-making process. The originality of this work comes from its ability to combine operational, technological & infrastructural, knowledge, organisational, and government policy & regulations dimensions and its attributes for evaluating IRR inhibitors. The proposed framework is validated with a case of the Indian IRR system. The integrated framework provides interrelationships and priority weight of such dimensions and related attributes. Influential network relation map (INRM) develops useful policy suggestions for improving the share of intermodal services in the Indian freight industry. The present work also provides necessary managerial and theoretical insights for freight transport policymakers and researchers. © 2019;Journal of Cleaner Production;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85076671908&doi=10.1016%2fj.jclepro.2019.119769&partnerID=40&md5=5b41d8db64fea0e4c74e6f1dbffbce73
115;Lami I.M., Abastante F., Bottero M., Masala E., Pensa S.;Integrating multicriteria evaluation and data visualization as a problem structuring approach to support territorial transformation projects;2014;32;Large freight or passenger transport projects are problematic and controversial because many financial, technical, environmental and social aspects need to be considered. Indeed, the interface between the transport project and territorial planning domains is generally the focus of considerable heated debates, which often develop into conflicting decision contexts characterized by a high level of complexity. This paper presents a possible response to these difficulties through an innovative approach that integrates the analytic network process and the interactive visualization tool. The approach is intended to be deployed as problem structuring method, with a view to creating a common language for the actors involved and a shared basis for generating fruitful discussions. The proposed approach was applied in the context of the German section of the Genoa–Rotterdam railway corridor within the Interreg IVB NWE Project “Code24”. The reported application shows how the combination of visualization and real-time interaction with spatial data provided effective decision support to a multinational stakeholder group. More generally, the application presented in this paper aims to demonstrate the potential of the approach for the selection of a transport improvement strategy within the content of territorial transformation. © 2014, Springer-Verlag Berlin Heidelberg and EURO - The Association of European Operational Research Societies.;EURO Journal on Decision Processes;Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84973267390&doi=10.1007%2fs40070-014-0033-x&partnerID=40&md5=fc1c5e2857bb2d278aea1cbf4ee0b146
116;Lin H.-F., Huang Y.-W.;Using analytic network process to measure the determinants of low cost carriers purchase intentions: A comparison of potential and current customers;2015;32;"The goal of this study is to use the analytic network process (ANP) approach to develop an evaluation model which prioritized the relative weights of determinants of low cost carriers (LCCs) purchase intentions between potential and current customers. A field study with 96 potential customers and 84 current customers of LCCs was performed. The results found some similarities and differences between potential and current customers with regard to the determinants of LCCs purchase intentions. With respect to the final weights of these determinants, both customer groups considered ""reliability and image"" to be the important factor that affects their intentions to purchase LCCs. Additionally, ""price and convenience"" received a higher weighting by potential customers, while current customers emphasized the importance of ""employee services"". The evaluation model and the results obtained using it provide a valuable reference for LCC managers who are seeking to facilitate effective customer relationship management. © 2015 Elsevier Ltd.";Journal of Air Transport Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84936931403&doi=10.1016%2fj.jairtraman.2015.07.004&partnerID=40&md5=1de556878793b093d29abc62398209ff
117;Bodaghi G., Jolai F., Rabbani M.;An integrated weighted fuzzy multi-objective model for supplier selection and order scheduling in a supply chain;2018;31;This paper presents a new weighted fuzzy multi-objective model to integrated supplier selection, order quantity allocation and customer order scheduling problem to prepare a responsive and order-oriented supply chain in a make-to-order manufacturing system. Total cost and quality of purchased parts as well as the reliability of on-time delivery of customer orders are regarded as the objectives of the model. On the other hand, flexible suppliers can contribute to the responsiveness and flexibility of entire supply chain in the face of uncertain customer orders. Therefore, a mathematical measure is developed for evaluating the volume flexibility of suppliers and is considered as the other objective of the model. Furthermore, by considering the effect of interdependencies between the selection criteria and to handle inconsistent and uncertain judgments, a fuzzy analytic network process method is used to identify top suppliers and consider as the last objective. In order to optimise these objectives, the decision-maker needs to decide from which supplier to purchase parts needed to assemble the customer orders, how to allocate the demand for parts between the selected suppliers, and how to schedule the customer orders for assembled products over the planning time horizon. Numerical examples are presented and computational analysis is reported. © 2017 Informa UK Limited, trading as Taylor & Francis Group.;International Journal of Production Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034250783&doi=10.1080%2f00207543.2017.1400706&partnerID=40&md5=107a1c533354963ef8da6dfbcbe69e77
118;Faisal M.N., Al-Esmael B., Sharif K.J.;Supplier selection for a sustainable supply chain: Triple bottom line (3BL) and analytic network process approach;2017;31;Purpose: The purpose of this paper is to integrate the “triple bottom line (3BL)” approach in the supplier selection decision. It also aims to consider the feedback effect of the decision on strategic factors that determine the future viability of the firm in the market. Design/methodology/approach: A multi-criteria decision model is developed that considers simultaneously the impact of three dimensions of 3BL approach and their sub-dimensions on the supplier selection decision. The proposed model is evaluated for a large white goods manufacturer using the analytic network process (ANP) approach. Findings: The ANP considers the impact of variables, sub-variables, and their interdependencies simultaneously. The outcome of the model is the relative priorities for the firms considered as potential suppliers. Practical implications: This research was conducted in one of the largest developing economies. The impact of integrating sustainability would be widespread due to the huge market in which the company operates. The results of this research can provide support to the decision makers in arriving at an optimal decision considering all sustainability dimensions. Originality/value: The novelty of the approach lies in the application of multi-criteria model integrating sustainability dimensions with a feedback effect for supplier selection. The case company would benefit by showing its commitment toward environment and social responsibility leading to improved brand image and sustainable business. © 2017, © Emerald Publishing Limited.;Benchmarking;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029785295&doi=10.1108%2fBIJ-03-2016-0042&partnerID=40&md5=91071bc11b22d48af088b64ae3aa23b0
119;Shahin A., Pourjavad E., Shirouyehzad H.;Selecting optimum maintenance strategy by analytic network process with a case study in the mining industry;2012;31;The main purpose of this paper is to determine suitable maintenance strategy with the aid of analytic network process (ANP) by which, the inner and mutual dependencies between criteria and strategies can be considered. For this purpose, maintenance strategies are assumed as alternatives and reliability, availability, maintainability and cost as criteria. The proposed approach has been examined in a group of equipments of Chadormalu Mining-Industrial Company. Findings imply that the priorities of maintenance strategies include TPM, CBM, TBM, DOM and EM, and the priorities of criteria include availability, maintainability, reliability and cost, respectively. Copyright © 2012 Inderscience Enterprises Ltd.;International Journal of Productivity and Quality Management;Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84867838797&doi=10.1504%2fIJPQM.2012.049634&partnerID=40&md5=da9433712fa9d8642f59d605715d9329
120;Wu Y., Wang J., Ji S., Song Z., Ke Y.;Optimal investment selection of industrial and commercial rooftop distributed PV project based on combination weights and cloud-TODIM model from SMEs’ perspectives;2019;31;Photovoltaic with its main characteristics of clean and abundant reserves has been widely used. This paper investigates how to select a satisfactory industrial and commercial rooftop distributed photovoltaic (ICR-DPV) project to invest from the small and medium-sized enterprises’ (SMEs) view. Flaws and inadequacies existing in the current decision-making process may cause an inaccurate investment result. Therefore, this paper establishes a cloud-TODIM framework to deal with the problems. First, criteria covering the economy, resource, risk factors and engineering feasibility are established. Second, hesitant fuzzy linguistic term set (HFLTS) and cloud model are applied to describe the indeterminate information so that the hesitation and randomness of linguistic variables can be fully expressed. Third, the analytic network process (ANP) method and entropy method are combined to gain the criteria weights, which can not only avoid too much subjectivity in weight determination but also measure the mutual influence between the various criteria simultaneously. Furthermore, the TODIM method considers the psychological behavior of investors, so it is utilized to rank alternatives to make the framework more applicable for practical evaluation. Finally, a case in Shandong province validates the applicability of the proposed framework. This paper provides a more rational and scientific decision-making framework for investors. © 2019;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067894924&doi=10.1016%2fj.jclepro.2019.06.249&partnerID=40&md5=e7b69d863dccddfeb9cd7a99bb420b39
121;Yazdani M., Abdi M.R., Kumar N., Keshavarz-Ghorabaee M., Chan F.T.S.;Improved Decision Model for Evaluating Risks in Construction Projects;2019;31;The paper develops an innovative risk evaluation methodology to address the challenges of multicriteria decision-making problem of project evaluation and selection. The methodology considers the fuzzy analytic network process (FANP) to incorporate the interdependencies of different risk factors, and failure mode and effect analysis (FMEA) to conduct the rating analysis of projects to develop the decision matrix. Finally, evaluation based on the distance from the average solution compares alternative projects and reports the optimal solution. The proposed approach allows project managers to engage in the evaluation process and to use fuzzy linguistic values in the assessment process. A case study from the construction sector is selected to verify the efficacy of the proposed approach over other popular approaches in the literature. © 2019 American Society of Civil Engineers.;Journal of Construction Engineering and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062029535&doi=10.1061%2f%28ASCE%29CO.1943-7862.0001640&partnerID=40&md5=75ba3a93698c007313918bad7e015c0e
122;Zheng Y., He Y., Xu Z., Pedrycz W.;Assessment for hierarchical medical policy proposals using hesitant fuzzy linguistic analytic network process;2018;31;The aim of assessing the hierarchical medical policy proposals is to select the optimal one from possible alternatives so that it can better strengthen the policy development. After clarifying the research objectives, issues and method of this study, a new evaluation indicator system for HMP proposals is established from the perspective of stakeholders in the medical system by taking the length of observation time into consideration. Then, three HMP proposals are determined by analyzing the existing studies, which play the role of possible alternatives. Furthermore, we derive the initial weights of control criteria and sub-criteria based on multiplicative consistency of the hesitant fuzzy linguistic preference relation, and develop the decision matrix by combining the subjective and objective information together. In order to derive the comprehensive weights of control criteria, we construct a supermatrix and develop the hesitant fuzzy linguistic analytic network process. A numerical example is presented to illustrate the application of the evaluation indicator system and the HFL-ANP method. Some discussions of results and a comparative analysis are provided. © 2018 Elsevier B.V.;Knowledge-Based Systems;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054059621&doi=10.1016%2fj.knosys.2018.07.005&partnerID=40&md5=756e71ca4511546dabd358b3a9460262
123;Aghasafari H., Karbasi A., Mohammadi H., Calisti R.;Determination of the best strategies for development of organic farming: A SWOT – Fuzzy Analytic Network Process approach;2020;30;Organic farming pursues sustainable agricultural development and improves the sustainability of food systems. Hence, policy makers and researchers around the world tried to develop it focusing on some factors and large areas. However, organic farmlands have been recently decreasing in some countries. The goal of this study is to determine the best strategies for development of organic farming based on comprehensive factors affecting organic farming, considering the interdependence among them under the uncertainty in the decision-making environment with a focus on Iran's Khorasan Razavi province, a country suffering from a decrease in organic farmland. In this study, Strengths, Weaknesses, Opportunities, and Threats (SWOT) analysis, fuzzy theory, and Analytic Network Process (ANP) method were utilized. Based on interview with 20 organic farming experts and the SWOT analysis, 28 factors affecting organic farming were identified and nine possible strategies for organic farming development were defined. The results of fuzzy and ANP methods indicated that developing consumers’ awareness programs is the best strategy with the priority of 0.276, followed by creating a competitive market for organic products, and planning to teach the principles of organic farming with the priority of 0.262 and 0.230, respectively. The findings provide guidelines for decision makers involved in organic farming development. © 2020 Elsevier Ltd;Journal of Cleaner Production;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090722321&doi=10.1016%2fj.jclepro.2020.124039&partnerID=40&md5=b24892a006f983ad203de50a6f1f7ed1
124;Grošelj P., Hodges D.G., Zadnik Stirn L.;Participatory and multi-criteria analysis for forest (ecosystem) management: A case study of Pohorje, Slovenia;2016;30;The primary aims of forest management are to rank and evaluate the effects of forest management scenarios on human communities, landscapes, and the development of forest services, and to achieve a balance between the economic, environmental, social, and cultural uses of forests. Multi-criteria decision methodology offers an effective alternative to address such forest management issues, particularly if they involve multiple stakeholders – including local communities, public representatives, and environmentalists – each of which possess different knowledge, experiences, and prospects. Group methods, based on participatory planning, can be applied to integrate such different interests into an optimal, joint decision. It is for this reason that a new decision model based on a group fuzzy analytic network process was designed. In a case study of the forest area at Pohorje, Slovenia, alternative development scenarios were evaluated by means of the generated model. Six possible management scenarios defined by sustainability indicators were identified. The scenarios were compared and assessed by several stakeholders according to the results of a SWOT analysis. The results reveal that most attention should be devoted to preserved nature, cultural heritage, and local tradition. © 2015 Elsevier B.V.;Forest Policy and Economics;Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84929783166&doi=10.1016%2fj.forpol.2015.05.006&partnerID=40&md5=b91fb095e9af4d90d0843eba665f67bf
125;Rossi C., Cricelli L., Grimaldi M., Greco M.;The strategic assessment of intellectual capital assets: An application within Terradue Srl;2016;29;This article describes a framework for the strategic management of intellectual capital assets (ICAs). The framework allows synthesizing the opinions of a firm's human resources on which ICAs are comparatively more likely to have a positive effect on value creation for customers, employees, and shareholders. The framework assesses managers' opinions about the amount of investments that each ICA would require, with respect to the others, to have a positive effect on value creation. By means of a benefit/cost analysis, the researchers recommend ICAs eligible for investments. Then, managers and senior human resources validate the recommendations and identify suitable practical actions for their implementation. The article shows how the implementation of the framework within an Italian firm allows identifying several critical ICAs. Furthermore, the article describes how the validation of the recommendations encourages the implementation of actions that aim to create value for the firm. © 2015 Elsevier Inc.;Journal of Business Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959177340&doi=10.1016%2fj.jbusres.2015.10.024&partnerID=40&md5=77c9ac95893d0b7422de7e4c9c8e2f34
126;Wicher P., Zapletal F., Lenort R.;Sustainability performance assessment of industrial corporation using Fuzzy Analytic Network Process;2019;29;Nowadays, sustainability is one of the leading value-increasing strategies of industrial corporations. In order to implement a sustainable strategy, it is necessary to assess the sustainability performance. Nevertheless, this still represents a relevant gap in the literature and practice. There are a number of frameworks and tools for sustainability performance assessment. Most of them are based on a set of indicators. However, in many corporations the sets are applied and kept disaggregated. Due to this deficiency, aggregated sustainability assessment approaches are often explored by researchers and practitioners. One of the main approaches is the use of multi criteria decision making methods which transform multiple indicator values to a single dimension. Since there are many complex interdependencies among the used sustainability key performance indicators and their relations are uncertain, Fuzzy Analytic Network Process (FANP) appears to be an appropriate tool for aggregated assessing the sustainability performance. The aim of this paper is to develop and verify a methodology for aggregated sustainability performance assessment of an industrial corporation using the FANP approach. Based on analysis of the existing FANP approaches and discussion of their advantages and disadvantages, Logarithmic Fuzzy Preference Programming Methodology was selected for this purpose. Our developed methodology provides a comprehensive aggregated sustainability performance assessment system based on combining three evaluation methods (basic evaluation, trend evaluation, and categorization), and Action matrix, which defines appropriate corrective actions level to achieve the sustainability performance targets. A case study from metallurgical industry was used to verify the developed methodology and to identify critical points and recommendations for its implementation. © 2019;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85071890779&doi=10.1016%2fj.jclepro.2019.118132&partnerID=40&md5=eb009c1e55b6d5061ead13cf310b2de0
127;Lee K.-C., Tsai W.-H., Yang C.-H., Lin Y.-Z.;An MCDM approach for selecting green aviation fleet program management strategies under multi-resource limitations;2018;28;Green aviation fleet management is a proactive method used to enhance environmental protection without exacerbating climate change. The aviation industry needs to improve its aviation fleet management strategies given corporate social responsibility (CSR) policy and environmental considerations. Green aviation fleet management development involves complex relationships with technology, operation, infrastructure and economic performance. Hence, this study proposes a multi-criteria decision making (MCDM) approach which integrates the decision-making trial and evaluation laboratory (DEMATEL), analytic network processes (ANP) and zero-one goal programming (ZOGP) to achieve optimal green aviation fleet management strategy decisions. Our evaluation shows that the proposed mixed strategy portfolio for green aviation fleet management can be determined using limited resources. Moreover, the model developed herein could be applied more widely to various green aviation fleet management situations. © 2017 Elsevier Ltd;Journal of Air Transport Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021856112&doi=10.1016%2fj.jairtraman.2017.06.011&partnerID=40&md5=51c5db48d8c5d6efc47c0f22af84f37a
128;Shahin A., Shirouyehzad H., Pourjavad E.;Optimum maintenance strategy: A case study in the mining industry;2012;28;Managers face with the problem of decision-making for selecting suitable maintenance strategy because of the emergence of different maintenance strategies for systems and equipments. Considering implementation methods and strengths and weaknesses of each maintenance strategy, simultaneous employment of these strategies may result in improvement or reduction of organisational performance. The main purpose of this paper is to consider interdependency of maintenance strategies to find the most suitable maintenance strategy for equipments. While the problem of selecting a suitable maintenance strategy can be solved by multi-criteria decision-making, the approach of analytic network process (ANP) has been suggested due to its network structure and its capability in counting the interdependency of maintenance strategies. As a case study, an attempt has been made to propose the most suitable maintenance strategies for a category of equipments in Chadormalu Mining-Industrial Company by the ANP approach. The findings imply that the priorities of maintenance strategies include TPM, CBM, DOM, TBM, EM, respectively. Also, maintainability and reliability have been found as the main reasons of higher rankings of TPM and CBM strategies. Copyright © 2012 Inderscience Enterprises Ltd.;International Journal of Services and Operations Management;Out;Out;Out;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84863694805&doi=10.1504%2fIJSOM.2012.047626&partnerID=40&md5=65cff81e7d052fcf99753433b0c7214b
129;Tsai F.-M., Bui T.D., Tseng M.-L., Lim M.K., Wu K.-J., Mashud A.H.M.;Assessing a hierarchical sustainable solid waste management structure with qualitative information: Policy and regulations drive social impacts and stakeholder participation;2021;28;This study contributes to building a valid hierarchical sustainable solid waste management (SSWM) attribute set with qualitative information, which is a complicated and ambiguous problem with uncertainties. Few studies have provided qualitative information and have addressed the interrelationships and interdependencies among the hierarchical SSWM attributes. SSWM has recently become a difficult problem to solve due to urbanization, inequality, and economic growth. This study aims to propose an SSWM attribute set and identify a causal model through linguistic preferences by using a fuzzy decision-making trial and evaluation laboratory approach to simultaneously handle the uncertainty and the interrelationships. The analytic network process is used to develop the hierarchical structure to weigh the aspects and criteria. Qualitative information is transformed into crisp and comparable values to examine the causal relationships between attributes and confirm the consistency between the theoretical structure and industry phenomena. The results indicate that policy and regulations, stakeholder participation, and social impacts play essential roles in these causal interrelationships. Political leadership in SSWM is required to drive stakeholder participation and achieve social impacts. Population growth and migration, institutional settings, waste recycling and energy recovery, households, and private contractors are the main aspects involved in improving SSWM in Vietnam. © 2020;Resources, Conservation and Recycling;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85096512643&doi=10.1016%2fj.resconrec.2020.105285&partnerID=40&md5=f2f590855d2ea8099950f01eb958c601
130;Valipour A., Sarvari H., Tamošaitiene J.;Risk assessment in ppp projects by applying different mcdm methods and comparative results analysis;2018;28;Recently, risk assessment has become one of the most challenging issues in the areas of construction and public-private partnerships (PPPs). To address risk assessment issues, various decision-making techniques have been proposed, each with its own specific disadvantages and advantages. This paper investigates step-wise weight assessment ratio analysis (SWARA), complex proportional assessment (COPRAS), fuzzy analytic network process (FANP), fuzzy analytic hierarchy process (FAHP), fuzzy technique for order of preference by similarity to ideal solution (FTOPSIS), simple additive weighting (SAW) and evaluation based on distance from average solution (EDAS) in order to define how various multi-attribute decision-making (MADM) methods compare when used for risk assessment in PPP projects. For this study, 5 risk assessment criteria and 10 types of risk used in Iranian highway PPP projects were selected. Four suitability and applicability tests were used to measure agreement between the rankings derived from the MADM methods. Final results show that all techniques had approximately the same rankings of risk assessment, with the SWARA, COPRAS, and EDAS methods performing slightly better. The findings of this study will help the parties in PPP and construction projects to select the best risk assessment method. © 2018 by the authors. Licensee MDPI, Basel, Switzerland.;Administrative Sciences;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075875284&doi=10.3390%2fadmsci8040080&partnerID=40&md5=5370a3aecf0c39f86d8214aef3c76a2d
131;Kabak M., Da?deviren M.;A hybrid MCDM approach to assess the sustainability of students’ preferences for university selection;2014;27;Abstract: Selection of the most suitable university among many alternatives is a multi-criteria decision making (MCDM) problem. In this paper, an integrated approach which employs analytic network process (ANP) and preference ranking organization method for enrichment evaluations (PROMETHEE) together, is proposed for this problem. By the way, the paper is concerned with criteria influencing student choice in Turkey to establish if there is any need in developing a multi-criteria model for predicting students’ preference for universities. The ANP is used to analyse the structure of the university selection problem and to determine weights of the criteria, and the PROMETHEE method is used to obtain final ranking, and to make a sensitivity analysis by changing the weights for criteria. The results indicate that three factors, future career prospects and opportunities, scholarship and university's social life at the top in the university selection. © 2014, Copyright © 2014 Vilnius Gediminas Technical University (VGTU) Press.;Technological and Economic Development of Economy;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85032070718&doi=10.3846%2f20294913.2014.883340&partnerID=40&md5=00ff5a8c8c639fc9bd06464b7d1d14e4
132;Zhang J.;Weighing and realizing the environmental, economic and social goals of tourism development using an analytic network process-goal programming approach;2016;27;Although the sustainable development philosophy has been widely recognized, it is still necessary to weigh the economic, environmental and social implications of tourism development. The decision is often difficult involving typically complex multi-criteria decision making problems. This study aims to contribute a theoretical framework and approach for the determination of top priorities in tourism development and making decisions based upon that approach. Taking Xizang as a case, this study explores the means to weigh and realize tourism development goals during the ‘13th Five-Year Plan’ period, using the analytic network process within a goal programming model. Results show that there are 10 criteria and nine decision variables determined in Xizang's sustainable tourism development and the priorities in Xizang's tourism development should be: 1) economic goals, 2) social goals, and 3) environmental goals. In addition, using the analytic network process-goal programming model, this paper provides the solution of the decision problem for two years, namely 2016 and 2020, and discusses the significance of the results. This study concludes that in a newly-emerging tourism but otherwise economically and socially backward region like Xizang, considering the economy first and the environment last is both appropriate and practicable. It is suggested that Xizang's tourism managers should implement specific strategies to raise the GDP, encourage higher levels of consumption by tourists and appropriately restrict the growth in the number of tourist coming to the area. Other goals should be to improve tourism research and the treatment of tourism employees and provide more support for tourism enterprises. The interdisciplinary approach from a systems perspective used in this study can be used to judge, queen and select numerous goals and criteria to make decisions in sustainable tourism development. © 2016 Elsevier Ltd;Journal of Cleaner Production;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84981764652&doi=10.1016%2fj.jclepro.2016.03.131&partnerID=40&md5=61af68a919749bc22e759bc2b1924d5a
133;Hu Y., Wen J., Yan Y.;Measuring the performance of knowledge resources using a value perspective: integrating BSC and ANP;2015;26;Purpose – This paper aims to provide insight into how knowledge resources in R&D organizations can be effectively and separately measured for knowledge sharing and transfer. Knowledge is recognized as a durable strategic resource to obtain sustainable competitive advantage. Design/methodology/approach – The paper proposes a theoretical framework integrating an analytic network process (ANP) with a balanced scorecard (BSC) to measure the performance of knowledge resources under value perspective. Four indicators and three knowledge value (KV) components including labor value, technology value and utilization value are discussed. The model construction, problem structuring and calculation procedure for measuring the performance of knowledge resources based on ANP and BSC are demonstrated. Findings – Despite a number of models to assess the performance of knowledge resources being proposed, they highlighted a need for separately measuring under value perspective. With the aim of filling this gap, the main finding of the paper is to clarify relevant issues, providing a better framework for assessment of the performance of knowledge resources. Research limitations/implications – To handle the dynamic nature of knowledge, the research should take into account more advanced methods to measure the performance of knowledge resources. Both qualitative and quantitative methods should be utilized in future research. Practical implications – The consequences of measuring the performance of knowledge resources under value perspective may help managers to organize and arrange the separate knowledge resources, improving the knowledge resources exchange between different institutions in R&D organizations. Originality/value – The main contribution of this paper lies in the development of a comprehensive model, which incorporates diversified issues for conducting the performance of knowledge resources under value perspective. © 2015, Emerald Group Publishing Limited.;Journal of Knowledge Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84942032757&doi=10.1108%2fJKM-10-2014-0431&partnerID=40&md5=ef87807e0a6abba5a8dcd23648bcfd52
134;Ishizaka A., Pereira V.E.;Portraying an employee performance management system based on multi-criteria decision analysis and visual techniques;2016;26;Purpose – Performance appraisal is one of the most critical and indispensable human resource practices for organisations. However, it generates dissatisfaction among employees as it is often viewed as complex and ineffective. The purpose of this paper is to present a new performance management system that integrates multi-criteria decision analysis (MCDA) methods – the analytic network process (ANP) and PROMETHEE – with the visual techniques of the GAIA plane and the stacked bar chart. MCDA methods allow a structured and consistent evaluation integrating qualitative and quantitative criteria. Design/methodology/approach – The authors developed a structured and transparent performance management system. It is based on the MCDA methods PROMETHEE and ANP. It also incorporates the visual techniques: GAIA and stacked bar chart. Feedback for trainings and developments can precisely be formulated. Findings – Visual techniques permit clear identification and quantification, for each employee, of the areas that need improvement through training and development, which contributes to the resource-based view of organisations. A real case study has been portrayed to show the added value of the MCDA methods and the visual techniques in employee performance management. Originality/value – The paper describes a new employee performance system adopted in an organisation. The multi-criteria analysis transparently combines qualitative and quantitative decision criteria into a holistic and transparent evaluation. The visual techniques permit us to gain a deep insight into the employees’ skills profile and capture fine details where individuals perform or underperform. © 2016, © Emerald Group Publishing Limited.;International Journal of Manpower;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84976570331&doi=10.1108%2fIJM-07-2014-0149&partnerID=40&md5=5dec772f211e04a21537cbd2bb8004f7
135;Alimardani M., Rabbani M., Rafiei H.;A novel hybrid model based on DEMATEL, ANP and TOPSIS for supplier selection in agile supply chains;2014;24;"The concept of the agile supply chain has been considered as means of achieving a high competitive edge in rapidly changing business environments. Among the involved decisions, supply partner selection process is a complex multi-criteria problem which has recently been studied by academicians and practitioners. This paper examines both quantitative and qualitative factors to propose a robust multiple-criteria decision-making (MCDM) method which leads to consider the interactions among criteria for agile supply chains. In this regard, a novel hybrid MCDM model including DEMATEL, ANP, and TOPSIS is developed in which DEMATEL is adopted to visualise influenced framework between the elements, and influence degree of the criteria, then these influence degrees are embedded into ANP to compute relevant weights of criteria to obtain their relative importance; next, TOPSIS is dedicated to rank priorities of the alternatives of agile suppliers. Additionally, a case study is presented to validate the developed framework. Copyright © 2014 Inderscience Enterprises Ltd.";International Journal of Services and Operations Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84901930247&doi=10.1504%2fIJSOM.2014.062000&partnerID=40&md5=401dd91e3119fb7be7634ecb9dc3c39f
136;Chen F.-H.;Application of a hybrid dynamic MCDM to explore the key factors for the internal control of procurement circulation;2015;24;"Decisions related to the internal control measurement of procurement circulation are inherently multiple criteria decision-making problems and are strategically important to enterprises. Although efforts have been made to discover systematic methods for enhancing purchasing performance, the criteria have been assumed to be independent, which is not actually the case. Most conventional decision models cannot capture the complex interrelationships the criteria. Here, we propose a workable hybrid dynamic multiple criteria decision-making (HDMCDM) method to solve the problems arising from the complex dynamics in the real world. The relationship between the criteria and the criteria weights for the HDMCDM are developed by combining the decision-making trial and evaluation laboratory (DEMATEL) method with the fundamental concept of the analytic network process (ANP), the DEMATEL-based ANP (DANP). VlseKriterijumska Optimizacija I Kompromisno Resenje is then used to aggregate the performance gaps with the weights obtained from the DANP. The results obtained for a specific company show that the four dimensions of internal control of procurement circulation have a mutual influence relationship, with the dimension of ""receiving and storage"" demonstrating the greatest influence and ""recorded liabilities"" the least. Empirical analysis helps to improve the scores for achieving the aspiration levels for each factor. © 2014 Taylor & Francis.";International Journal of Production Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84925248327&doi=10.1080%2f00207543.2014.961210&partnerID=40&md5=6186397383e38aa269d8a556496fef17
137;Hamid M.S.A., Islam R., Hazilah Abd Manaf N.;Employability skills development approaches: An application of the analytic network process;2014;24;Institutions of higher learning need to re-evaluate their teaching-learning approaches to develop the necessary employability skills for their graduates. The main objectives of this study are to identify the important employability skills and the corresponding employability skills development approaches in a Malaysian setting. The results of the application of an analytic network process (ANP) show that the 'ability to speak fluently in English' is the most important skill, followed by the 'ability to write effectively in English' and the 'ability to think critically'. On the other hand, the most effective employability skills development approach is found to be 'work-integrated learning'. The other effective approaches are identified as 'stand-alone subject model', 'academic support programme', 'embedded subject model', 'non-academic support programme' and 'campus life activities'. © Asian Academy of Management and Penerbit Universiti Sains Malay sia. All rights reserved.;Asian Academy of Management Journal;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84907211110&partnerID=40&md5=84358599a5005a437366d51a97ee2b79
138;Namin F.S., Shahriar K., Bascetin A., Ghodsypour S.H.;FMMSIC: A hybrid fuzzy based decision support system for MMS (in order to estimate interrelationships between criteria);2012;24;One of the main tasks in exploitation of ore-body is to select a suitable mining method. In mining method selection (MMS) problems, a decision procedure has to choose the best exploitation method that satisfies the evaluation criteria. It is generally hard to find a mining method that meets all the criteria simultaneously, therefore a good compromise solution is preferred as the final selection. Furthermore, the MMS problem is an inherently uncertain activity. To deal with the uncertainty, this paper presents an hybrid decision support system based on the fuzzy multi attribute decision making, named the fuzzy mining method selection with interrelation criteria (FMMSIC). FMMSIC models the relative weights of criteria by combining the fuzzy analytic network process and fuzzy entropy, and discusses using these hybrid techniques to determine the overall weights. Subsequently, the technique for order preference by similarity to an ideal solution method was modified by various normalization norms according to the MMS problem condition. Finally, to illustrate how the FMMSIC is used for the MMS problems, an empirical study of a real case is conducted. It shows by means of an application that the FMMSIC is well suited as a decision support system for the MMS. © 2012 Operational Research Society Ltd. All rights reserved.;Journal of the Operational Research Society;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84855650674&doi=10.1057%2fjors.2011.24&partnerID=40&md5=105b4c15dd354331b373d2a871227d07
139;Roy M., Sen P., Pal P.;An integrated green management model to improve environmental performance of textile industry towards sustainability;2020;24;As manufacturing of textile causes serious environmental damage in different ways, identification of the critical environmentally conscious manufacturing indicators (CECMI) is essential to formulate environmental strategies. However, lack of proper models to identify the CECMIs for the textile industries make this research area to explore further. A novel integrated model combining environmental process mapping (EPM), decision-making trail and evaluation laboratory (DEMATEL) and analytic network process (ANP) has been developed in this work and examined in the context of an Indian textile industry. While DEMATEL explains the cause and effect relationship, ANP calculates the weights of the indicators. Indicators such as waste generation, volatile organic compound (VOC) emission and energy consumption are found to be critical for the textile industry. Technical solutions are proposed here to solve the environmental problems related to the CECMIs. Implementation of the technical solutions results in reduction of 12% wastes, 10–11% carbon dioxide emission, 9–10% nitrogen oxide and 5% energy consumption while ensuring better occupational health (annual decrease of respiratory and allergic problems by 8% and 3% respectively). The work is thus expected to help develop sustainable environmental policy for the textile industries. © 2020 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086900470&doi=10.1016%2fj.jclepro.2020.122656&partnerID=40&md5=13cca538028b8905e5a1b321bac151f7
140;Valipour A., Yahaya N., Md Noor N., Mardani A., Antuchevi?ien? J.;A new hybrid fuzzy cybernetic analytic network process model to identify shared risks in PPP projects;2016;24;A proper risk management strategy is essential in property management. For controlling and reducing risks on Public-Private Partnership (PPP) project, risk allocation is a major component of PPP risk management. Identifying appropriate shared risks and optimal risk allocation in a structured way is a complex process. The aim of this study is to develop a quantitative approach for equitable risk allocation with attention to identifying dependencies between risk allocation criteria and barriers. The paper presents an approach in the form of a hybrid Fuzzy method and Cybernetic Analytic Network Process (CANP) model for identifying shared risks. The approach involves the use of Fuzzy sets to convert linguistic principles and experiential expert knowledge into systematic quantitative analysis and the CANP to solve the problem of dependency and feedback between criteria and barriers as well as selection of shared risks. A case study is presented to demonstrate the use of the model in selecting shared risks. The study involves development of 10 criteria and 8 barriers. Finally, of 40 significant risks, 14 risks are successfully allocated between the public and private sector in Iranian PPP projects. © 2016 Vilnius Gediminas Technical University (VGTU) Press.;International Journal of Strategic Property Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85006284634&doi=10.3846%2f1648715X.2016.1210547&partnerID=40&md5=4806f97ab269eb2fee8288b8e31d426e
141;Asadabadi M.R.;A Markovian-QFD approach in addressing the changing priorities of the customer needs;2016;23;Purpose: The purpose of this paper is to introduce a solution to the problem of changing priorities of customer needs (CNs) in quality function deployment (QFD). Customer preferences and priorities are not very stable and they may change before products are ready for the market. Therefore, finding CNs accurately is a key to reach a higher level of customer satisfaction through improving products. Design/methodology/approach: In the proposed model, a Markov chain is employed to model the changing priorities of CNs. The Markov chain finds a pattern of future CNs, the main inputs of QFD. The QFD method is applied to translate CNs into product requirements (PRs) and the PRs into suppliers’ qualifications. The analytic network process (ANP) is attached to QFD to ensure that all the relations among the elements, inner and outer, are taken into consideration during the translation process. Thus, CNs are received and adjusted by a Markov chain and then suppliers are ranked by employing an ANP-QFD approach. Findings: The application of Markov chains for an ANP-QFD model develops an adequate method of finding a pattern of changing priorities of CNs. This pattern enables the ANP-QFD method to work independent of the initial CNs, and originates a Markovain ANP-QFD. Originality/value: This study originates a stochastic ANP-QFD model. There have been several papers employing various tools and techniques such as the ANP or analytic hierarchy process for QFD to find accurate relations between PRs and CNs. While there are a few papers applying Markov chains to predict the future of the relations of QFD, there is no study which traces the changes in priorities of the CNs during the improvement process. This is addressed by applying a Markovian ANP-QFD. The model is validated through a case study. © 2016, © Emerald Group Publishing Limited.;International Journal of Quality and Reliability Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984788987&doi=10.1108%2fIJQRM-07-2014-0091&partnerID=40&md5=09687df39661fe095218e9cf8fc2c4aa
142;Deng D., Wen S., Chen F.-H., Lin S.-L.;A hybrid multiple criteria decision making model of sustainability performance evaluation for Taiwanese Certified Public Accountant firms;2018;23;Despite the increasing demand for sustainable development among Certified Public Accountant firms due to the more severe competitive environment, there is a dearth of research on a sustainability performance evaluation model for these firms' managerial decision-making. Therefore, by utilizing a multiple criteria decision-making model based on the Balanced Scorecard and combining Decision Making Trial and Evaluation Laboratory with Analytic Network Process and modified VlseKriterijumska Optimizacija I Kompromisno Resenje methods, this study sets up a model that can clarify the mutually influential relationships and comment weights of evaluation criteria, which have so far been ignored in prior studies on Certified Public Accountan firms' performances and the current situation of their sustainability performance. Based on interviews with partners of Taiwanese Certified Public Accountant firms, this paper finds that Client is the most important factor, followed by Internal processes, Learning and growth, and then Finance. The empirical result shows that client orientation rather than price-cutting may be a right strategy. In addition, more efforts are needed to improve Taiwanese Certified Public Accountant firms' sustainability performance. The results provide Certified Public Accountant firms’ decision-makers with a managerial reference for building sustainability performance evaluation systems and for seeking out the priorities in sustainability performance strategies. © 2018 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85042093142&doi=10.1016%2fj.jclepro.2018.01.107&partnerID=40&md5=954cb0f3463098ea6c79e5a90f3a3122
143;Liao H., Long Y., Tang M., Mardani A., Xu J.;Low carbon supplier selection using a hesitant fuzzy linguistic span method integrating the analytic network process1 [Tiek?jo, pasižymin?io mažus anglies dioksido kiekius išskirian?iomis technologijomis, pasirinkimas taikant intuicin? neapibr?žt?j? lingvistin? sdpt metod? ir integruojant tinklo analiz?s proces?];2019;23;Nowadays, environmental pollution and energy shortage are attracting increasing attention of scholars and practitioners. To get social identity and achieve the goal of profit maximization for enterprises in the supply chain, the low carbon operation is a necessary path. In low carbon supply chain management, the supplier selection is one of the most important problems, which can be regarded as a typical multiple criteria decision-making problem with respect to multiple indicators from different dimensions. With the increasing complexity of the social and economic environment, it is difficult for an evaluator to seize all information for all criteria and alternatives. Thus, multiple experts are involved in this evaluation process. A large majority related literature only focus on how to choose multiple criteria decision making methods to solve supplier selection problems. However, not all experts are familiar with all aspects regarding the alternatives and criteria, which makes the original information questionable. To fill this gap, this study proposes a model integrating the social participatory allocation network (SPAN) and the analytic network process under the hesitant fuzzy linguistic environment. The SPAN introduces a delegated evaluation mechanism which allows experts to delegate other experts that they trust to evaluate the alternatives for them. With this mechanism, we can solve the problem even though the experts are not familiar with some specific fields. The analytic network process is used to derive the weights of criteria in the case that there are some interrelationships among the criteria. To better deal with the imprecise and uncertain information, the hesitant fuzzy linguistic term set is adopted to represent the quality information with linguistic expressions. An illustrative example concerning low carbon supplier selection of a solar power company is presented to verify the practicability of the proposed model. © Vilnius University, 2002-2019 & Brno University of Technology, 2002-2019 & University of Latvia, 2002-2019.;Transformations in Business and Economics;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85066961948&partnerID=40&md5=b5a95f7f273a43063fa3c693c9dffd8a
144;Nazari-Shirkouhi S., Mousakhani S., Tavakoli M., Dalvand M.R., Šaparauskas J., Antuchevi?ien? J.;Importance-performance analysis based balanced scorecard for performance evaluation in higher education institutions: An integrated fuzzy approach;2020;23;Recognizing the state of the universities and disrupting their functions by performance evaluation helps them adopt more appropriate educational, research and institutional policies to conduct a university system. In this paper, the importance of the services provided and the activities of the university are determined by means of the balanced scorecard (BSC) approach, and the performance assessment structure is implemented based on an integrated fuzzy multi-criteria decision making (MCDM) approach. For this purpose, interdependencies between BSC aspects and effective indicators weight are determined by Fuzzy Decision-Making Trial and Evaluation Laboratory (FDEMATEL) and Fuzzy Analytic Network Process (FANP) methods, respectively. Accordingly, the final weight of the effective indexes on the performance evaluation of university is presented and the educational income is recognized as one of the most important indicators. Finally, the priorities of universities are specified in order to improve the performance and policy making by the importance-performance analysis (IPA). Therefore, the growth of the number of students should be considered as one of the most important stages in improving university performance in the future in order to achieve educational income. Moreover, the guidelines for universities and higher education institutions are presented to identify key factors in implementing and improving performance. © 2020 The Author(s). Published by VGTU Press.;Journal of Business Economics and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85098954995&doi=10.3846%2fjbem.2020.11940&partnerID=40&md5=81d6dbc1c7d027726283d706642b5aac
145;Alidrisi H., Mohamed S.;Resource allocation for strategic quality management: A goal programming approach;2012;22;"Purpose: The purpose of this paper is to assist organizations in understanding the nature of quality management from a resource-based perspective by investigating the relationship between strategies needed to drive quality enhancement, and resources being allocated to support effective strategy implementation. The resource-based view of TQM elements led this case study research to deal with quality management from a strategic viewpoint, or what is known as Strategic Quality Management (SQM). Design/methodology/approach: The paper employs the analytic network process (ANP) to model the interactions between eight SQM strategies and the three types of resources (human, organisational and technological) needed for effective strategy implementation. The paper then formulates a goal programming (GP) model in order to identify the extent to which each single strategy is inhibited by a lack of (or overloaded by) resources. Using a case study approach, the hybrid ANP-GP methodology is employed to illustrate the application in the context of enhancing quality in the food-processing industry. Findings: The ANP analysis quantitatively differentiates between the amount of resource support each strategy receives and the support it needs. The GP model offers insight on how to re-allocate resources to minimize identified discrepancies related to how the company utilizes their resources. Originality/value: This paper argued that practicing QM with the consideration of the firm's strategic need for resources provides better understanding of why quality gurus still disagree on whether soft or hard TQM is more connected to organizational performance. Therefore, rather than focusing on ""generalizing"" the TQM model, as has traditionally been done in previous attempts, the main contribution of this paper is to propose a methodology that assesses a firm's utilization of resources considering its strategic need for these resources. © Emerald Group Publishing Limited.";International Journal of Quality and Reliability Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84857722050&doi=10.1108%2f02656711211216135&partnerID=40&md5=fe452a73475d243a06db5a3a6d785bfe
146;Bhadani A.K., Shankar R., Rao D.V.;Modeling the barriers of service adoption in rural Indian telecom using integrated ISM-ANP;2016;22;Purpose – This paper aims to understand and identify the various barriers in adopting new telecom services in rural areas for improving the penetration and revenue of the telecom companies. These barriers are modeled to study their inter-relationships and prioritize them for strategizing appropriate management action plans. Design/methodology/approach – Delphi technique has been used to form a consensus with the telecom managers working in rural areas to finalize the barriers. An integrated Interpretive Structural Modeling–Analytic Network Process (ISM–ANP) approach has been adopted to establish the complex relationships, cluster the relationships, to understand and prioritize the telecom service adoption barriers. Findings – The major contribution of this research is imposing directions and dominance of various barriers to promote better adoption of new telecom-based mobile services in rural areas. The proposed integrated method can aid in decision making by providing more informative, accurate and a better choice than using either ISM or ANP in isolation. Research limitations/implications – The generalizabilty of these research findings is limited, as it was generated specific to rural telecom service adoption barriers in Indian context. Because decision-making problems are usually complex and ill-structured, every decision is based on the decision-maker’s expertise, preferences and biasness of the experts who showed their interest to participate in the research. Practical implications – This paper forms the basis of identifying the reasons for poor adoption of telecom-based mobile services in rural India. This study would help the telecom companies and the managers to understand and develop strategies to target the rural audience by introducing action plans and innovative mobile services to overcome the identified barriers. By applying the proposed methodology, telecom companies can classify and prioritize their action plans as short-, medium- and long-term plans to systematically overcome the identified barriers. Originality/value – This paper provides a base for understanding various factors that affect the adoption of telecom-based mobile services. It demonstrates the use of an innovative approach to develop an integrated model to understand the barriers. © 2016, © Emerald Group Publishing Limited.;Journal of Modelling in Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959453083&doi=10.1108%2fJM2-09-2013-0041&partnerID=40&md5=1dd8a9cf6104d08eedee4b46dfb67c38
147;Chang K.-L.;Combined MCDM approaches for century-old Taiwanese food firm new product development project selection;2013;22;Purpose: The aim of this paper is to integrate the analytic network process (ANP) and a technique for order preference by similarity to the ideal solution (TOPSIS) to help Taiwanese managers in century-old food industry firms make better decisions for new product development (NPD) project selection. Design/methodology/approach: The balanced scorecard (BSC) which links financial and non-financial, tangible and intangible, inward and outward factors can provide an integrated viewpoint for decision makers in selecting optimal NPD projects. Considering the interrelated perspectives and criteria of BSC, ANP is used to obtain the weights of the criteria. TOPSIS is used for simplifying ANP to rank the alternatives. After reviewing the literature on BSC, the study collected criteria for selecting optimal NPD projects. Likert nine-point scale questionnaires based on the BSC criteria were received from 34 senior executives to obtain the importance of criteria. Findings: Based on the geometric mean values, the top 12 criteria are: Capabilities, Well-being, Satisfaction, Lead-time, Risk, Facility, Reputation, Loyalty, New customer, Market, Profitability and New market to structure the hierarchy for century-old Taiwanese food business NPD project selection. Practical implications: Using the hierarchy based on four perspectives and 12 important criteria, century-old Taiwanese food businesses may select the optimal NPD projects more effectively. Moreover, the practical application of the proposed approach illustrated is generic and also suitable for century-old Taiwanese food businesses. Originality/value: In 2008, Taiwan External Trade Development Council (TAITRA) established an association to help century-old businesses to maintain growth and competitive advantage. To maintain continuous competitive advantage, developing new products is necessary. However, NPD is a risky process. The vital issue in NPD is how to select the optimal projects for new products. The majority of century-old Taiwanese businesses are in the food industry. This paper contributes to a more effective selection of optimal NPD projects for century-old Taiwanese food firms. © Emerald Group Publishing Limited.;British Food Journal;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84881585765&doi=10.1108%2fBFJ-08-2011-0204&partnerID=40&md5=24b3594749c480e96cb12e7498debc25
148;Chen C.-A., Lee M.-H., Yang Y.-H.;Branding Taiwan for tourism using 'Decision Making Trial and Evaluation Laboratory' and 'Analytic Network Process' methods;2012;22;Countries should have a clear, credible, appealing, distinctive image in a wide and diverse global marketplace. Nation branding is a good method for countries to survive and prosper in a wide and diverse global marketplace, and many countries have embraced the concept. Nation branding is a sophisticated endeavor, which includes economics, tourism, culture, and political destiny. This paper addresses the problem of branding Taiwan's tourism using the decision making trial and evaluation laboratory approach combined with the analytic network process method to evaluate the performance criteria of branding Taiwan. The results show that 'festival' is the critical criterion for branding Taiwan for tourism. © 2012 Taylor and Francis Group, LLC.;Service Industries Journal;Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84860164277&doi=10.1080%2f02642069.2010.545881&partnerID=40&md5=354e510fd7de05bd135d5d86b2d9957e
149;De Felice F., Petrillo A., Cooper O.;An integrated conceptual model to promote green policies;2013;22;As members of society become more conscious of environmental issues and global warming, they will be asking more questions about the products they are purchasing. Companies will be expected to promote how green their manufacturing processes and supply chain are, their carbon footprint, and how they recycle. A number of companies have already shown that there is proof of the link between improved environmental performance and financial gains. This comprehensive focus has led to the revolution of Green Supply Chain Management (GSCM). The aim of the present work is to propose an integrated model that a firm may use to evaluate its own supply chain's environmental performance. The proposed approach promotes sustainable development that can be measured in terms of societal and economic sustainability. The model integrates environmental indexes based on Environmental Performance Evaluation (EPA) and the Life Cycle Assessment (LCA) approach with a multi-criteria model based on the Analytic Network Process (ANP) and Benefits, Opportunities, Costs and Risks (BOCR) analysis. Copyright © 2013 Inderscience Enterprises Ltd.;International Journal of Innovation and Sustainable Development;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84885398878&doi=10.1504%2fIJISD.2013.057037&partnerID=40&md5=62cd8384eaced97d2d5d94b54a4ded80
150;Kazancoglu Y., Sagnak M., Kayikci Y., Kumar Mangla S.;Operational excellence in a green supply chain for environmental management: A case study;2020;22;Nowadays, organizations have started to become more conscious about the environment in their supply chain operations. The greening process has guided supply chain practices into new ways of thinking according to green standards. The assessment of the performance of green supply chain management (GSCM) requires a holistic view for the whole supply chain. In this context, given that becoming green in the operational side of activities is essential, the performance assessment of operational activities also requires a holistic view to be taken. In this paper, an attempt has been made to improve the performance of GSCM by examining and evaluating the green operational excellence of a hot dip galvanizing company. The framework includes several green operational excellence key criteria, namely, quality management, efficiency management, green production/manufacturing, eco-packaging, and green design. First, the weights of the criteria and the respective measurements were found by fuzzy analytic network process. Then, the overall operational performance score was found by a weighted scoring method. Finally, both managerial and theoretical implications were suggested according to the outcomes and findings of the case study. © 2020 John Wiley & Sons, Ltd and ERP Environment;Business Strategy and the Environment;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078607142&doi=10.1002%2fbse.2451&partnerID=40&md5=ee3e455b66c503938785920fae93c6de
151;Ocampo L.A., Himang C.M., Kumar A., Brezocnik M.;A novel multiple criteria decision-making approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy AHP for mapping collection and distribution centers in reverse logistics;2019;22;The strategic location of reverse logistics facilities enables organizations to obtain optimal performance to collect end-of-line (EOL) products and distribute remanufactured products effectively and efficiently. The planning of facility location entails consideration of multiple essential criteria rather than optimizing a single criterion. This paper develops a methodological framework based on an integrated multiple criteria decision-making (MCDM) approach that captures the complexity of location planning for collection and distribution centers under fuzzy conditions utilizing decision making trial and evaluation laboratory (DEMATEL), analytic network process (ANP), and analytic hierarchy process (AHP). This novel approach aids decision-makers to simultaneously select a separate location for collection and distribution through a holistic assessment of a location's viability for both purposes. It advances the reverse logistics literature by considering multiple criteria and their interrelationships in the location selection process, along with uncertainty and vagueness in decision making. Additionally, the proposed approach allows flexibility for decision-makers as they retain the control in picking a site based on its priority on being a collection or distribution center. Results show that government policies and regulations play a vital role in the facility location decision as they interact mostly with other criteria. Moreover, results also suggest that quantity and quality uncertainties for remanufacturing are significant factors that must be taken into consideration in the collection function, while economic and market-oriented issues are major concerns for a distribution function. This finding was observed through the application of the proposed methodological framework in a case study of the furniture industry in the Philippines. The practical implications of this study focus on being an aid in organizing and improving the operations of the reverse logistics sector of the Philippines. Finally, the proposed approach can be used to address general facility location problems in other industrial applications where tradeoffs among stakeholders or entities are well pronounced and decision-makers find it imperative that such tradeoffs must be carefully considered. © 2019 CPE, University of Maribor. All rights reserved.;Advances in Production Engineering And Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073591359&doi=10.14743%2fapem2019.3.329&partnerID=40&md5=d04e6b1f92a9d9420c4b1a8f2f78e258
152;Ocampo L.A., Promentilla M.A.B.;Development of a sustainable manufacturing strategy using analytic network process;2016;22;"This work explores the implementation of analytic network process (ANP) in developing a sustainable manufacturing strategy. Previous works fell short of addressing the need of developing a manufacturing strategy that simultaneously incorporates the demands of sustainability. Manufacturing strategy and sustainable manufacturing has been approached in the literature as two different concepts with having limited works done that holistically incorporate them. Thus, a proposed problem structure is developed that attempts to integrate these two concepts. The key aspect of the proposed framework is the explicit incorporation of stakeholders' interests in the strategy development process. Due to the number of decision components and their inherent relationships that must be simultaneously addressed in developing a sustainable manufacturing strategy, ANP is used in this work. This work is aimed at: 1) identifying the content of a sustainable manufacturing strategy that integrates sustainability and classical manufacturing strategy; 2) demonstrating the applicability of ANP in the complex manufacturing strategy formulation process. A Monte Carlo simulation is also implemented to check the robustness of the ANP results. Managerial insights and future work were also discussed. © Copyright 2016 Inderscience Enterprises Ltd.";International Journal of Business and Systems Research;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84964434655&doi=10.1504%2fIJBSR.2016.075744&partnerID=40&md5=50e10ed71fc3edc2910e2208fe6a918c
153;Wang T.-C.;The interactive trade decision-making research: An application case of novel hybrid MCDM model;2012;22;"The changing structure of international trade practices has caused reciprocal effect between the factors of politics, diplomacy, military, and technology over the past twenty years. In particular, the new burgeoning countries expect to acquire extra advantages such as technology or compensation from other parties during this interactive trade.The policy of interactive trade can be regarded as multiple criteria decision-making (MCDM) problems; therefore, the interdependence and feedback between criteria and alternatives among MCDM methods should be considered. This paper proposes a novel hybrid MCDM model; it combines the decision making trial and evaluation laboratory technique (DEMATEL), as well as the analytic network process (ANP) to solve the dependence and feedback problems and to decide an appropriate interactive trade strategy. Finally, this paper discusses Taiwan's optimal interactive transaction policy, furthermore proposes a framework of interactive trade for the future. © 2012 Elsevier B.V.";Economic Modelling;Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84862788710&doi=10.1016%2fj.econmod.2012.02.001&partnerID=40&md5=7983c99ee14987df7ce44059d53e38b3
154;Lee A.H.I., Kang H.-Y., Lin C.Y., Chen J.-S.;A novel fuzzy quality function deployment framework;2017;21;To be competitive in an increasingly competitive global market with short product life cycles, firms today must perform innovative new product development (NPD) that can fulfil dynamic demands such as quality, performance and cost. Quality function deployment (QFD) has been a popular tool in real-practice applications. However, the conventional QFD has some limitations, such as how to generalize the opinions of multiple decision-makers, how to deal with a huge amount of subjective data, how to complete a large dimensional comparison and how to consider the ambiguity and uncertainty in human decision-making. This research, thus, aims to tackle the problems and develops a comprehensive model. The model integrates QFD with fuzzy set theory and decision-making methodologies, including Delphi method, decision-making trial and evaluation laboratory and analytic network process for implementing NPD project. A case study is carried out for a solar cell manufacturer. The proposed model can help designers systematically consider relevant NPD information and develop successful products. © 2016 International Chinese Association of Quantitative Management.;Quality Technology and Quantitative Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978532271&doi=10.1080%2f16843703.2016.1191164&partnerID=40&md5=c63d5bea46d821e5ed5565425d402edb
155;Liu C.-H., Tzeng G.-H., Lee M.-H.;Strategies for improving cruise product sales using hybrid 'multiple criteria decision making' models;2013;21;As airlines have shifted to decommission policies, selling cruise products has become a growing trend in the travel industry. However, few studies have discussed this issue or proposed strategies to help improve sales for travel agencies. The purpose of this study is to address this problem, using the novel method of hybrid multiple criteria decision making, including decision making trial and evaluation laboratory (DEMATEL), the DEMATEL-based analytic network process and VIKOR (VlseKriterijumska Optimizacija I Kompromisno Resenje), to present optimal improvement models, which are superior in identifying both an influential network and a priority sequence of dimensions/criteria related to selling cruises. The findings provide useful schemes for decision makers according to the priorities of influential weightings from high to low or the sequence of gap values to aspired level from low to high. © 2013 Copyright Taylor and Francis Group, LLC.;Service Industries Journal;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84876219895&doi=10.1080%2f02642069.2011.614342&partnerID=40&md5=33738a71b8126851787a530b496034c5
156;Sadeghi A.;Success factors of high-tech SMEs in Iran: A fuzzy MCDM approach;2018;21;Purpose: The purpose of this paper is threefold: to provide a comprehensive picture of factors contributing to the success of high-tech SMEs in Iran, to prioritize these factors, and to develop a performance evaluation model for high-tech SMEs based on their critical success factors (CSFs). Design/methodology/approach: This study is conducted in three phases. First, 47 success factors were identified and categorized into 10 main factors. Second, a fuzzy analytic network process (ANP) method was employed to prioritize the success factors and to determine the CSFs. Third, a fuzzy TOPSIS approach is proposed to evaluate the performance of high-tech SMEs based on the weighted CSFs. Findings: The results indicate that external factors are more important in the success of studied firms. “Policies and regulations” “technological factors” and “entrepreneur's characteristics” were determined as the most important success factors. Practical implications: This paper provide managers with a guideline to focus on the most important success factors and improve the overall performance by implementing these CSFs progressively. Originality/value: Most of the previous research in this area has been conducted in large firms in developed countries, and has focused on a limited number of success factors. This study contributes to the extant literature by investigating the effects of a broad range of factors in the success of high-tech SMEs in the context of a developing country. © 2018 Elsevier Inc.;Journal of High Technology Management Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85046115651&doi=10.1016%2fj.hitech.2018.04.007&partnerID=40&md5=5112683c395a220f2599ab3d704d779b
157;Verdecho M.-J., Alfaro-Saiz J.-J., Rodriguez-Rodriguez R.;Prioritization and management of inter-enterprise collaborative performance;2012;21;Collaboration among enterprises has gained attention in the business environment as a means to remain competitive. Enterprises that are collaborating look for improving their performance but, in real assessments, they often do not establish efficient frameworks to structure and manage the enterprise association/inter-enterprise performance. This paper provides a methodology based on the Analytic Network Process (ANP) to prioritize and manage, within a performance management framework, inter-enterprise performance. In addition, this approach allows managing the evolution of the performance status by introducing a model for aggregating actual performance data so that decision makers can evaluate the status of the collaborative relationship and analyze the degree of achievement of the strategy. With this innovative approach, enterprises will obtain significant information for the decision-making process regarding which are the inter-enterprise performance elements that generate a higher impact and, therefore, should be prioritized for improving the enterprise competitiveness. This approach has been applied to a collaborative enterprise network belonging to the renewable energy sector in Spain where managers of the network have validated the results obtained as well as the benefits of the approach in supporting the decision making process. © 2012 Elsevier B.V. All rights reserved.;Decision Support Systems;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84859211741&doi=10.1016%2fj.dss.2011.12.011&partnerID=40&md5=f18997a4b5414927a887ba0c26d37799
158;Ravi V., Shankar R.;Evaluating alternatives in reverse logistics for automobile organisations;2012;20;Automobile industries spent considerable amount of resources in terms of capital, labour, energy and raw materials in delivering goods and services to customers. With shifting consumer tastes and new models of vehicles entering market at a shorter period of time, reverse logistics are becoming a necessity. In this paper, we propose a multi-criteria decision model using Analytic Network Process (ANP) to evaluate alternatives of reverse logistics found in automobile industries. The ability of ANP to consider interdependencies among and between levels of attributes makes it an attractive multi-criteria decision making tool for evaluation of various alternatives available to the decision maker. Copyright © 2012 Inderscience Enterprises Ltd.;International Journal of Logistics Systems and Management;Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84861854614&doi=10.1504%2fIJLSM.2012.047057&partnerID=40&md5=2e8ab73451235a0005cd1427791e0b10
159;Tavana M., Zareinejad M., Santos-Arteaga F.J.;An intuitionistic fuzzy-grey superiority and inferiority ranking method for third-party reverse logistics provider selection;2018;20;Organisations often outsource reverse logistics (RL) to third-party RL providers (3PRLPs) to focus on their primary business and reduce costs. The existence of multiple criteria available for choosing a 3PRLP, which are sometimes contradictory and yet related to each other, has led decision-makers to consider the development of multi-criteria decision-making models. The purpose of this study is to develop a hybrid model integrating the analytic network process (ANP) and the intuitionistic fuzzy-grey superiority and inferiority ranking (IFG-SIR) process to help an industrial production group select a 3PRLP. The ANP method is used to analyse the relationships among the different selection criteria and to obtain a weight indicating the relative importance of each criterion. The best 3PRLP is chosen using the IFG-SIR process. The classical SIR technique requires a sufficient amount of data while relying on the technique for order preference by similarity to ideal solutions and simple additive weighted methods. We use intuitionistic fuzzy sets to account for the subjectivity inherent to the potentially strategic opinions of the experts and of grey relation analysis to simplify the ranking process. We present a real-world case study to exhibit the applicability and demonstrate the efficacy of the proposed model. © 2016, © 2016 Informa UK Limited, trading as Taylor & Francis Group.;International Journal of Systems Science: Operations and Logistics;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85057076998&doi=10.1080%2f23302674.2016.1256448&partnerID=40&md5=ac59be853ddf6523786e9be0991fe7a9
160;Wu C.-H., Tsai S.-B.;Using DEMATEL-based ANP model to measure the successful factors of E-commerce;2018;20;"Factors affecting online businesses are complicated and intertwined. To stimulate online sales, understanding of key influential factors and causal relationships among the factors is important. This paper introduces a hybrid method, called the DANP method, to expose the driving factors that most influence the online businesses. A hierarchy of fourteen criteria in six dimensions is formed to denote the influence levels and weights of factors. The causal graph shows that ""Uncertainty""? dimension has the highest degree of direct impact on other dimensions; thus, strong efforts should be made to eliminate the influence of this dimension throughout the online shopping process. In addition, the results also show ""perceived price""? to be the greatest important criterion among all; thus, it should be treated with top priority to boost the online businesses. Copyright © 2018, IGI Global.";Journal of Global Information Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85033406761&doi=10.4018%2fJGIM.2018010107&partnerID=40&md5=0e5346c193a919e68a7475a6b1cdceb7
161;Zhang J., Zhang Y.;Assessing the low-carbon tourism in the tourism-based urban destinations;2020;20;Climate change problems have become a worldwide concern. In response to containing global climate change, there has been a proliferation of theories and policies aimed at driving tourism towards ‘low-carbon tourism’. The problem becomes even greater if turning to cities. Constructing a low-carbon tourism city requires a comprehensive understanding of urban low-carbon tourism development rather than solely focusing on targets limited to CO2 emissions and energy reduction. However, much of the focus of research to date has not been on this key issue. Here this study constructed indicators to evaluate low-carbon tourism development in a tourism-based urban destination. A total of 33 indicators were identified using the fuzzy Delphi method. Then, the weights of these indicators were determined using the analytic network process. The evaluation model made it possible to convert the subjective qualitative characteristics of low-carbon tourism, the implied mutual influences between the numerous indicators, and development demands into integrated quantitative values to guide actual low-carbon tourism development. The presented research process and results could provide a reference for relevant policy making in tourism-based urban destinations worldwide. © 2020 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091599491&doi=10.1016%2fj.jclepro.2020.124303&partnerID=40&md5=128bc6c1341a69553c057ecf9f19c932
162;Horng J.-S., Liu C.-H., Chou S.-F., Yin Y.-S., Tsai C.-Y.;Developing a Novel Hybrid Model for Industrial Environment Analysis: A Study of the Gourmet and Tourism Industry in Taiwan;2014;19;This study applies fuzzy set theory in attempting to evaluate important attributes of the tourism and gourmet business environment in Taiwan. This business environment is composed of various attributes that are difficult to measure. To overcome these challenges, we integrated the fuzzy Delphi method, the decision-making trial and evaluation laboratory method, and the analytic network process to evaluate the business environment. We found that the most significant aspect of the tourism and gourmet business environment is human resources and that the least significant aspect of this industry is market development. The most significant criteria are enhanced industry competitiveness and opportunities to develop the industry. © 2013 Asia Pacific Tourism Association.;Asia Pacific Journal of Tourism Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84902549163&doi=10.1080%2f10941665.2013.837399&partnerID=40&md5=66fac1aad2e919d3250b8cad682f5508
163;Kanat S., Atilgan T.;Effects of knowledge management on supply chain management in the clothing sector: Turkish case;2014;19;The clothing sector, which has a significant place in the Turkish economy due to its export potential, procurement of income and employment, is undergoing a restructuring process. True and effective management of the steps during this restructuring process is very important in terms of efficiency, productivity, speed and flexibility. Enterprises have to manage their supply chains and all of their flows effectively in order to be able to meet the desires and expectations of customers as well as to enrich their customer portfolio. At this point, knowledge management, which contributes to the effective usage of knowledge and knowledge flows, has been represented as a valuable parameter affecting the supply chain management of enterprises. The study aims to present the effects of knowledge management on supply chain management in the clothing sector. Data were obtained from a survey conducted in clothing enterprises that are listed as amongst the 500 biggest in Turkey. Then these data were evaluated by the analytic network process. According to the research results, effective knowledge management elements have positive effects on the performance of the clothing supply chain. Also knowledge creation is the most significant criterion for clothing enterprises.;Fibres and Textiles in Eastern Europe;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84891723503&partnerID=40&md5=fea813d87fda09d31fe4df31c02518c4
164;Lee W.-S.;Merger and acquisition evaluation and decision making model;2013;19;"Based on three merger and acquisition (M&A) methods and applying multiple-criteria decision making, the purpose of this paper is to establish an M&A evaluation model. The decision making trial and evaluation laboratory (DEMATEL) results show that the three business M&A methods possess interactive effect and self-feedback relationships. This study utilizes the analytic network process to calculate the weights of seven evaluation criteria; expected stock dividend is ranked as the most important criterion, followed by stock price/earnings per share, stock dividend growth, sales/market capitalization ratio, discount rate, replacement value, and liquidation value. This study uses Vlsekriterijumska Optimizacija I Kompromisno Resenje (VIKOR) to evaluate the performance of three Taiwanese banks. The results show that Bank B is the best M&A investment choice. Finally, the study establishes a comprehensive M&A decision making evaluation model. © 2013 © 2013 Taylor & Francis.";Service Industries Journal;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84890375557&doi=10.1080%2f02642069.2011.634905&partnerID=40&md5=38137682821c3b1b8f0d520e9ba5e61a
165;Ozcan-Deniz G., Zhu Y.;A multi-objective decision-support model for selecting environmentally conscious highway construction methods;2015;19;The construction industry has a considerable share in overall resource and energy consumption. Consequently, decision-makers try to achieve environmentally conscious construction by integrating environmental objectives into the selection of construction elements. Due to the complexity of construction projects, it is a known challenge to provide an effective mechanism to select the most feasible construction methods. Thus, it is crucial to learn the interdependency between various resource alternatives, such as material and equipment type, under various project conditions like unavailability of resources. An analytic network process (ANP) was used in this study to construct a decision model for selecting the most feasible construction method. Data collected via interviews with highway construction experts were used to model the dependency between decision parameters, such as project conditions and resource performance indicators. The proposed ANP model output the relative importance weights of decision parameters so that they can be used to identify environmentally conscious construction methods. The proposed mechanism is a valuable asset for construction decision-makers especially when their ability to select construction methods is limited by project constraints. Although the model was tested in a highway project in this paper, it can be further extended to benefit building construction and sustainable decision-making problems. Copyright © 2015 Vilnius Gediminas Technical University (VGTU) Press.;Journal of Civil Engineering and Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84930795738&doi=10.3846%2f13923730.2014.893915&partnerID=40&md5=a9aabcb41e3c187fc9aaff804a9cab5f
166;Titiyal R., Bhattacharya S., Thakkar J.J.;The distribution strategy selection for an e-tailer using a hybrid DANP VIKOR MCDM model;2019;19;Purpose: The purpose of this paper is to apply a multi-criteria decision-making (MCDM) framework to evaluate distribution strategies for an e-tailer. An application of MCDM method, the hybrid DANP–VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) model, is used for e-tailers’ distribution strategy evaluation. The choice of distribution strategies under various dimensions is evaluated. Design/methodology/approach: The authors used a hybrid MCDM model to solve the decision-making framework, which combines Decision-Making Trial and Evaluation Laboratory (DEMATEL), DEMATEL-based analytic network process and VIKOR method. Data were collected from the experts (e-tail manager, logistics manager, operations manager and distribution center (DC) manager) using two questionnaires, first for the influential relationship among the criteria and dimensions and second for a performance rating of each alternative (distribution strategies) against each criterion. Findings: DANP with VIKOR method prioritizes the distribution strategies in the following order: DC shipment, drop shipment, click and collect, store shipment and click and reserve. Performance gap was calculated based on the VIKOR method to provide distribution strategies to an e-tailer under different situations. The authors infer that in developing country, product characteristics and transportation have a major influence on deciding the distribution strategy. Practical implications: Decision-making framework will provide e-tail mangers a knowledge-based understanding to select the distribution strategy under the different situations related to the performance, product, e-tailer and external characteristics for smooth order fulfillment process. The insights developed by this research provide a framework for rational decision making in distribution strategy selection in e-business. Originality/value: This is the first kind of a study which offers a decision framework for e-tail managers on how to choose distribution strategies under different situations which are related to the performance, product, e-tailer and external characteristics. © 2019, Emerald Publishing Limited.;Benchmarking;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060482290&doi=10.1108%2fBIJ-01-2018-0018&partnerID=40&md5=8bb44300a162c1e2b765cff1892272d1
167;Zolfani S.H., Ghadikolaei A.S.;Application of MCDM methods in short-term planning for private universities based on balanced scorecard: A case study from Iran;2012;19;It is almost 20 years since, private universities are being regulated by The Ministry of Science, Research and Technology and nowadays, there are many universities and institute working in higher education in Iran. The aim of this research is to help universities with short-term planning. This research applies two multiple criteria decision-making methods in a comparison way. Decision-making trial and evaluation laboratory (DEMATEL) and analytic network process (ANP) both were applied separately to BSC and the results of the both methods were used. In this research DEMATEL and ANP were used in each perspective of BSC to identify an important index in each perspective. Finally, authors believed that results of DEMATEL are of great importance, because it is based on the cause and effects relation between indices and helpful to minimise the risk. The results of the ANP method may be applied as these universities' main concern is to decrease the risk along with a short-term planning to improve their positions in a competitive environment. Copyright © 2012 Inderscience Enterprises Ltd.;International Journal of Productivity and Quality Management;Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84864707818&doi=10.1504%2fIJPQM.2012.048299&partnerID=40&md5=85fa1bca512572b68e5e7a9d02efa0cb
168;García-Melón M., Poveda-Bautista R., Del Valle M. J.L.;Using the strategic relative alignment index for the selection of portfolio projects application to a public Venezuelan Power Corporation;2015;18;In this paper a new approach that uses the alignment of projects with corporate strategic objectives to prioritize project portfolio in an efficient and reliable way is presented. For this purpose, corporate strategic objectives will be used as prioritization criteria to obtain the Relative Alignment Index (RAI) of each project which indicates how close or far each project is from the strategic objectives of the company. The approach presented uses the Analytic Network Process. This technique allows considering the influences among all the elements within the network, that means, the strategic objectives, and specially the projects within a portfolio. The proposed RAI index helps to select the best strategically aligned projects for the organization. The proposed RAI index and its form of evaluation have not previously been considered in the project portfolio literature until now. The research methodology for the development of RAI is based on a combination of a synthesis of the literature across the diverse fields of project management, project alignment, multicriteria decision methods and a parallel analysis of an industrial case study. The use of the proposed RAI index is demonstrated using a rigorous methodology with acceptable complexity which seeks to assist managers of the National Electricity Corporation of Venezuela, recently founded and composed by 13 merging old companies, both public and private, in their yearly resources' assignment on their projects portfolio. The aim being to determine a projects ranking based on their degree of alignment to corporate strategy and on the judgments of a group of experts, such as the management board. The new corporation assumed the challenge of setting strategic directions (Mission, Vision, Values, Strategic objectives, Plans, Programs, etc.) common to all merging companies. This approach with multi-stakeholders support allows managers to strategically allocate resources to each project in a consensual way. © 2015 Elsevier B.V. All rights reserved.;International Journal of Production Economics;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84955248018&doi=10.1016%2fj.ijpe.2015.08.023&partnerID=40&md5=3f4352e7b4e946875d31794e4b14f50f
169;Horng J.-S., Hu M.-L., Teng C.-C., Lin L.;Energy saving and carbon reduction management indicators for natural attractions: a case study in Taiwan;2012;18;"The growing impact of global warming has made energy saving and carbon reduction (ESCR) by natural attractions an important issue. A set of clear and defined ESCR management indicators could help manage and control attractions, thereby facilitating sustainable development at those places. This study consists of three sub-studies in Taiwan. The first adopted qualitative methods to review related literature and documents and interview experts from industry, government and academia, and thus constructed 35 ESCR management indicators of natural attractions under five domains and seven dimensions. The second sub-study utilised the analytic network process (ANP) to conduct a relative weight analysis of the management indicators and domains. The third sub-study further developed the management indicators into a field survey questionnaire. Four natural attractions were chosen to test the questionnaire and ensure the feasibility of the application of the management indicators. Key areas for improvement were revealed, including using buses to reduce carbon reduction, providing staff training on energy and environmental education and establishing detailed environmental policies and indicators. ""Business policy and management"" actually bore the highest weight and should be improved first. Positive interaction between tourists and operators is also essential. Suggestions are proposed for the application of these management indicators. © 2012 Copyright Taylor and Francis Group, LLC.";Journal of Sustainable Tourism;Non-Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84869846176&doi=10.1080%2f09669582.2012.663380&partnerID=40&md5=c612d8e9c6cc73cdbd19fb37f08f8ff8
170;Hsu W.-C.J., Tsai M.-H., Tzeng G.-H.;Exploring the best strategy plan for improving the digital convergence by using a hybrid madm model;2018;18;"This study proposes a new hybrid MADM model that can explore the best strategy plan according to the environmental attributes that influence digital convergence, with the additional consideration of societal and individual needs for improving the digital convergence toward satisficing users’ needs. The proposed hybrid MADM model employs the DEMATEL method to construct an influential network relationship map (INRM), and find the influential weights of DANP (DEMATEL-based ANP). Next, a modified VIKOR method is employed to assess the weighting of identified attributes to integrate the performance gap for each criterion into dimensions and the overall. Finally, this paper presents Taiwan as an empirical case to demonstrate the effectiveness of the proposed model in practically improving laws and regulations to plan for digital convergence. The contributions of our proposed model can be summarized as follows: (1) The INRM can be used to assist government bodies in understanding the influence and relationships of digital convergence development; (2) The modified VIKOR can be employed to reduce performance-gap towards achieving the aspiration level; (3) The model can help decision-makers to avoid choosing the optimal inferior alternative for reaching a certain aspiration level through continuous improvement. © 2016 Vilnius Gediminas Technical University (VGTU) Press.
 policy regarding digital convergence would contribute to the integration of resources across government sectors and to the development of digital media-related industries in Taiwan";Technological and Economic Development of Economy;Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85009198471&doi=10.3846%2f20294913.2016.1205531&partnerID=40&md5=755958f56e083e2cb4efe50c41e987c1
171;Karimi M., Niknamfar A.H., Niaki S.T.A.;An application of fuzzy-logic and grey-relational ANP-based SWOT in the ceramic and tile industry;2019;18;This paper presents a quantitative basis to analytically determine the ranking of factors through strengths, weaknesses, opportunities, and threats (SWOT) analysis using a fuzzy multi-criteria decision-making method known as analytic network process (ANP). The ANP approach is chosen due to its promising capability in modelling potential dependencies among SWOT factors. This study is conducted for the first time in a ceramic and tile industry to determine the most important influential factors affecting the performance. Moreover, the prior mentioned presents unique factors to take into account the inherent uncertainty of human decision making processes via fuzzy logic. The possible benefits of the presented study are: (1) an increased level of exports in the tile and ceramic industry, (2) selecting the best investment opportunities on valuable, inimitable, and irreplaceable resource, and (3) the formulation of a competitive strategy on the basis of existing potentials in the company and throughout the industry. To achieve these aims, grey-relational and fuzzy logic are utilized as well. The proposed approaches are applied and tested for the first time on an Iranian ceramic and tile company as a case study. Finally, the applicability of the proposed approach is investigated by obtaining and identifying the most and the least important strategies. The results indicate that the proposed fuzzy logic and grey relational ANP-based SWOT are highly capable and applicable approaches in providing valuable insights for strategic decisions in the ceramic and tile industries. © 2018 Elsevier B.V.;Knowledge-Based Systems;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054136742&doi=10.1016%2fj.knosys.2018.09.020&partnerID=40&md5=4c7f49ab51391abda6ac99f9b1cc12a7
172;Li Y., Wang X.;Using fuzzy analytic network process and ism methods for risk assessment of public-private partnership: A china perspective;2019;18;"The public-private partnership (PPP) has been adopted globally to meet intensifying demands for public facilities and services. However, PPP projects contain a variety of risks which may lead to project failure. Many researchers have explored risk factors associated with PPP projects in developing countries. However, these investigations have limited their aim to understanding risk impact without considering the interactions of these factors. Hence, to fill this gap, this study proposes a risk assessment method, addressing vital interrelationships and interdependencies. Two methodologies, fuzzy analytic network process (F-ANP) and interpretive structural modeling (ISM), were applied to avoid vagueness and data inaccuracies. The primary contributions of this paper were considering the relationships among risk factors and risk prior-ity; and offering a risk analysis approach based on linguistic scales and fuzzy numbers to reflect different neutral, optimistic and pessimistic viewpoints from expert respondents’ judgments. Results from this analysis showed that legal and policy risk was the most influential and interdependent risk, and interest rate risk was the most essential risk in Chinese PPP projects. The ISM structure diagram demonstrated that most of 35 identified risk factors had high driving and depend-ence power. This study proposed a systematic and practical method to identify and assess PPP risk factors, utilizing an integrated approach consisting of F-ANP and ISM, which has not been used for risk assessment in the construction field. This paper provides a new risk assessment tool and a basis for risk management strategies in the construction engineering and management field. © 2019 The Author(s).";Journal of Civil Engineering and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85066449857&doi=10.3846%2fjcem.2019.8655&partnerID=40&md5=c23e4a17c1d855b86e7f71b98d75103c
173;Lin L.-Z., Lu C.-F.;Fuzzy Group Decision-Making in the Measurement of Ecotourism Sustainability Potential;2013;18;Both theoretical and practical efforts to evaluate ecotourism development often neglect alternative characteristics that may interact with and mutually influence the primary indicators. To evaluate the sustainability of an ecotourism site, this study utilizes subjective measures to analyze the relationships among tourism, resources, community, economy and society. Yangshan Ecological Park in Kinmen is examined to demonstrate the implementation of the proposed integrated framework in ecotourism development. First, the Fuzzy Delphi Method was applied to select the critical factors. Local residents, tourists and resource administrators were interviewed to explore each group's perception of relationships. Then, Interpretive Structural Modeling was employed to determine the interrelationship among the critical factors. A Fuzzy Analytic Network process model was constructed to evaluate the potential sustainability of ecotourism and the relative importance the weights of the criteria and sub-criteria. The study provides a valuable integrated tool for sustainable destination management. © 2012 Springer Science+Business Media B.V.;Group Decision and Negotiation;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84884703765&doi=10.1007%2fs10726-012-9305-7&partnerID=40&md5=30950747174f51c1b584527ae6311181
174;Modak M., Ghosh K.K., Pathak K.;A BSC-ANP approach to organizational outsourcing decision support-A case study;2019;18;Outsourcing has been gaining popularity as a standard practice among the mining industries around the globe to meet the competitive challenges. Benefits and the advancements of outsourcing can be only realized considering the short-term as well as long-term concerns associated with such a business decision. The present study proposes an integrated BSC-ANP (balanced scorecard-analytic network process) approach for selection of the best outsourcing strategy (insourcing, outsourcing, and strategic alliance) for operational activities of the coal mining organization in India. Here BSC is applied to understand the impact of outsourcing decision on business performance through its strategic and financial dimensions. Whereas ANP takes into consideration the interaction effect of the BSC indicators, assigns weights, prioritizes them, and determines the best outsourcing alternative. Although there have been plenty of literature that elucidates the advantages of the BSC-ANP approach, application of such concept in mining sector has been rarely considered. © 2018 Elsevier Inc.;Journal of Business Research;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041109345&doi=10.1016%2fj.jbusres.2018.01.040&partnerID=40&md5=c0295ebc846ddd08bbe2a48bb278396b
175;Ocampo L.;A probabilistic fuzzy analytic network process approach (PROFUZANP) in formulating sustainable manufacturing strategy infrastructural decisions under firm size influence;2018;18;This paper explores the probabilistic fuzzy analytic network process (PROFUZANP) approach in identifying the content of manufacturing strategy infrastructural decisions that attempt to integrate a sustainability and classical manufacturing strategy framework, in the presence of firm size as a relevant component in decision-making. Linguistic variables with equivalent triangular fuzzy numbers (TFNs) are used to elucidate the judgment of elements in pairwise comparison in the framework of the analytic network process (ANP). The ANP effectively handles the complexity of decision-making brought about by the subjectivity and relationships among components of the decision model. Integration of expert judgments conducted by introducing a normal probability distribution in each pairwise comparison with mean equal to the geometric mean of the judgment and standard deviation equal to a predefined perturbation of judgment around the mean. Pre-selected experts in manufacturing strategy and sustainability were asked to elicit judgment in pairwise comparison. Results show that the content of the infrastructural decisions of manufacturing strategy remains constant regardless of the types of firm size. However, the priority of each decision to the goal, which can be translated as the priority of implementation of each policy, varies between large firms and SMEs. The main contribution of this paper is a novel approach that holistically captures the judgmental uncertainty of individual decision-makers and the uncertainty of group decision-making. © 2017, © 2017 International Society of Management Science and Engineering Management.;International Journal of Management Science and Engineering Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026497418&doi=10.1080%2f17509653.2017.1345334&partnerID=40&md5=1c58b2eb8d29325d08e87a32b13f0ab4
176;Patil A., Shardeo V., Madaan J.;Modelling performance measurement barriers of humanitarian supply chain;2021;18;Purpose: Humanitarian supply chain (HSC) has been constantly challenged with multiple issues due to the complex dynamics of the disaster. These issues are inevitable and interrelated. The issues produce undesirable cascading effects that make performance measurement complicated. This paper aims to identify and model the critical barriers in the HSC. Design/methodology/approach: The study identifies 17 barriers through the relevant literature and interviews with the stakeholders related to humanitarian organization (HO) in the developing economy. The barriers have been identified from strategic, technological, organizational, economic and operational point of view. Further, the barriers were ranked based on the degree of influence using the grey analytic network process (ANP) approach. The interrelationship among the influential barriers is established through modified total interpretive structural modelling (mTISM). To analyse and demonstrate the iterative consensus among the stakeholders, kappa statistics was adopted. Findings: The barriers have been ranked to determine their extent of influence and modelled to reveal the interrelationship among them. The issues concerned with skills of personnel are the most influential barrier. Other three critical barriers identified are: chaotic operative environment, conflicting objectives of HO and lack of funding for information technology (IT) infrastructure. Appropriate funds need to be allocated towards IT infrastructure and personnel training. Originality/value: Both quantitative and qualitative performance measurement frameworks had been proposed earlier for HSC. However, limited literature addresses the implementation issues with the available frameworks. This study advances the knowledge on performance measurement barriers of HSC and develops a functional description to identify the critical role of performance measurement in HOs. The study proposes a new version of the interpretive structure modelling, using mTISM technique, to determine the contextual interactions between various HSC performance measurement barriers. © 2020, Emerald Publishing Limited.;International Journal of Productivity and Performance Management;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85092485657&doi=10.1108%2fIJPPM-01-2020-0031&partnerID=40&md5=41075dda8fd77acdc5681ed3509a9dce
177;Wudhikarn R.;An efficient resource allocation in strategic management using a novel hybrid method;2016;18;Purpose – The purpose of this paper is to suggest a novel hybrid method by integrating a decision sciences approach with balanced scorecard (BSC) in order to scientifically enable the efficient strategic management of an organization under limited resources. The proposed research model endeavors to improve critical basis deficiencies of the original BSC as well as formerly improved forms of BSC by appropriately integrating three disparate methods: BSC, analytic network process (ANP), and zero-one goal programming (ZOGP). Design/methodology/approach – The designed approach is separated into three major parts. At first, the traditional BSC, concentrating on both financial and intellectual capital, was adopted as the strategic management framework, and then priorities as well as the importance of tactical drivers derived from BSC application were consecutively identified by the application of ANP. Finally, the study further applied the obtained results of integrated BSC and ANP to ZOGP in order to scientifically identify the optimal strategic investment under simulated constraints of the considered organization. Findings – An application of BSC, ANP, and ZOGP with a case study of an academic institution provided an improved strategic management approach for optimally and scientifically utilizing the limited resources of the organization. The suggested results indicated that only 11 of the 23 strategic projects should be executed. Moreover, the selected tactical tasks would efficiently use less than 36 percent of the strategic expenses of the traditional management approach. Originality/value – Based on the intensive literature reviews, the proposed method could be determined as a novel hybrid approach. It newly conveyed the practical management approach by innovatively including the proper decision sciences method to BSC. This improvement scientifically considered on the resource allocation process that has never been studied before in formerly improved BSC. © 2016, © Emerald Group Publishing Limited.;Management Decision;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84982908327&doi=10.1108%2fMD-08-2015-0380&partnerID=40&md5=fb7f6df4b960a94de0b0d1e2690e1d8c
178;Ou Y.-C.;Using a Hybrid Decision-Making Model to Evaluate the Sustainable Development Performance of High-Tech Listed Companies;2016;17;In this study, we use a triple bottom-line concept including economic, social and environmental performance as the sustainable development performance evaluation categories for companies. Moreover, an integrated model based on grey relational analysis, decision-making trial and evaluation laboratory, analytic network process and the technique for order preference by similarity to ideal solution is proposed for solving a corporate sustainability performance evaluation and ranking problem. In order to verify the proposed model, we adopt 34 high-tech listed companies in Taiwan as the research object to measure companies’ sustainable development performance and ranking in 2013. The results can be used as an important basis for management decision-making, and can also serve as reference for banks and investors when developing investment strategy. © 2016 Vilnius Gediminas Technical University (VGTU) Press.;Journal of Business Economics and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84976553155&doi=10.3846%2f16111699.2015.1110713&partnerID=40&md5=90997a6a4ce76c1247ba8e9b8e73104d
179;Sangari M.S., Dashtpeyma M.;An integrated framework of supply chain resilience enablers: A hybrid ISM-FANP approach;2019;17;Supply chain resilience (SCRes) as the capability of being responsive to unplanned changes and disruptions has become a key to remain competitive in today's dynamic business environment. The purpose of this paper is to develop an integrated framework for identifying and evaluating the enabling factors of SCRes. An extensive literature review is conducted to construct a comprehensive set of SCRes enablers and an integrated interpretive structural modelling and fuzzy analytic network process (ISM-FANP) methodology is proposed to analyse the identified factors. The proposed framework provides a unified, structured view of the SCRes enablers as well as their inter-relationships and identifies the most influential prerequisites that contribute to achieving a more resilient supply chain. The results of applying the proposed framework shed light on the key strategies that should be adopted by supply chain managers to enhance SCRes performance and maintain supply chain operations under unexpected disturbances. © 2019 Inderscience Enterprises Ltd.;International Journal of Business Excellence;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065733084&doi=10.1504%2fIJBEX.2019.099558&partnerID=40&md5=14eca82834c3facfb4bafc4a13c204fa
180;Tsai W.-H., Chou Y.-W., Lee K.-C., Lin W.-R., Hwang E.T.Y.;Combining Decision Making Trial and Evaluation Laboratory with Analytic Network Process to Perform an Investigation of Information Technology Auditing and Risk Control in an Enterprise Resource Planning Environment;2013;17;The research examined different types of risk through interviews with experts. The risks studied include business interruption risk, process interdependency risk and system security risk. The decision making trial and evaluation laboratory is used to find the relationship among risks and combined with the analytic network process to select the optimal measures for reducing risks. The results indicate that information technology (IT) consultants prefer the Disaster Recovery Plan (DRP). They usually use the remote replication or High Availability (HA) to protect data. IT personnel believe that all of the IT risk controls are important. Auditors indicate that data access control is very important because users have to execute data access every day. Users of IT express a preference towards data input/output control as the most important control. The results achieved from all experts indicate that the most important controls overall are data input/output control, data access control and so on. Managers need to consider these risks to avoid any potential problems. © 2012 John Wiley & Sons, Ltd.;Systems Research and Behavioral Science;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84875862883&doi=10.1002%2fsres.2129&partnerID=40&md5=8cbf1cae7d1c91d664c8dd8d499ccc29
181;Ali M.M., Devi A., Furqani H., Hamzah H.;Islamic financial inclusion determinants in Indonesia: an ANP approach;2020;16;Purpose: This study aims to uncover the determinants of Islamic financial inclusion in Indonesia. Design/methodology/approach: This study uses the analytic network process (ANP) to gather expert opinions and responses from academics, regulators and practitioners. Findings: The ANP analysis discovered that the level of Islamic financial inclusion in Indonesia is influenced by two main drivers: the supply and the demand. The demand factors for Islamic financial inclusion, ranked based on their level of significance, are as follows: financial literacy (0.27), religious commitment (0.22), socioeconomic factor (0.19) and social influence (0.17), respectively. From the supply side, primary catalysts for Islamic financial inclusion based on their level of importance are human capital (0.32), product and services (0.24), infrastructure (0.18) and policies and regulation (0.17), respectively. Research limitations/implications: The present study does not include the Islamic insurance sector in its determinant framework of Islamic financial inclusion in Indonesia. Practical implications: This study serves as a reference for regulators in formulating appropriate policy strategies to strengthen the Islamic financial inclusion in Indonesia. Originality/value: This study is a pioneer attempt to identify distinctive factors that influence the level of Islamic financial inclusion in Indonesia by analyzing expert opinions from diverse groups of Islamic finance stakeholders. © 2020, Emerald Publishing Limited.;International Journal of Islamic and Middle Eastern Finance and Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087809482&doi=10.1108%2fIMEFM-01-2019-0007&partnerID=40&md5=f3403559beb66d7bcffe6fc73d7e81f3
182;Tsai W.-H., Yang C.-C., Leu J.-D., Lee Y.-F., Yang C.-H.;An Integrated Group Decision Making Support Model for Corporate Financing Decisions;2013;16;The essential goal of corporate finance is to maximize corporate value while reducing a firm's financial risks. Corporate financing decision is a kind of multi-criteria based group decision making that embodies major approaches to handle qualitative criteria and quantitative limitations. However, in literature related to financing decision making, very little research uses decision making trial and evaluation laboratory (DEMATEL) and analytic network process (ANP) methods to consider the impact and dependency of its factors, or uses Goal programming (GP) to find the satisfactory financing decision under the related financial constraints. This study proposes an integrated group decision making support (GDMS) model to assist corporate financing group decision makers (DMs) in obtaining a satisfactory group solution. ANP, DEMATEL and GP are combined in this GDMS model. By using this model, the group DMs can systemically structure a multi-criteria network framework and derive priority weights of those criteria, and then deal with the quantitative financial constraints for a satisfactory group solution. An illustrative case is demonstrated for the effectiveness and practicability of this GDMS model. © 2012 Springer Science+Business Media B.V.;Group Decision and Negotiation;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84884697288&doi=10.1007%2fs10726-012-9308-4&partnerID=40&md5=c13c6834c228d70e4577b2049354ea8d
183;Wan X., Liu X., Du Z., Du Y.;A novel model used for assessing supply chain sustainability integrating the ANP and ER approaches and its application in marine ranching;2021;16;The evolution of competition has set greater demands for supply chain sustainability. As the existing models mostly consider the issue only by employing the triple bottom line (TBL), this paper aims to establish a novel supply chain sustainability assessment model. Firstly, this paper establishes the indicator system from dimensions of TBL and supply chain capability, and integrates innovation and value co-creation. Innovation can help enterprises improve sustainability and benefit from it. Value co-creation has also become a new source of sustainable competitive edge. Compared with the previous qualitative research, the combination of quantitative and qualitative indicators used in this paper can more objectively reflect the subject. Secondly, this paper employs the Analytic Network Process (ANP) method to determine the weight of indicator. This method breaks the hypothesis of independence and considers the interactions among indicators. Thirdly, the Evidential Reasoning (ER) method is used to process expert evaluation information of qualitative indicators by membership function. This method incorporates the idea of fuzziness, allows experts to make no evaluation on unfamiliar indicators. Finally, this paper validates the practicability through a case study of marine ranching. The contribution lies in that this paper provides a novel theoretical model for supply chain sustainability assessment. © 2020 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090025345&doi=10.1016%2fj.jclepro.2020.123500&partnerID=40&md5=a84d2fb076e5c299426f17e088ff4544
184;Xu D., Ren J., Dong L., Yang Y.;Portfolio selection of renewable energy-powered desalination systems with sustainability perspective: A novel MADM-based framework under data uncertainties;2020;16;"Harnessing renewable energy (RE) sources to power desalination systems can migrate the pressures of freshwater scarcity and fossil fuel depletion. In this paper, a novel mathematical framework was developed to assess the sustainability of different RE-powered desalination systems, which is very essential for their portfolio selection, by resorting to the fuzzy multi-attribute decision making (MAMD) methods. In the framework, an evaluation system including ten attributes from four dimensions is introduced, while fuzzy triangular numbers and interval values are employed to capture the epistemic and aleatory uncertainties of decision information, respectively. More importantly, three fuzzy MADM methods were proposed in the framework to make the following methodological contributions: (1) fuzzy decision-making trial and evaluation laboratory-based analytic network process (DANP) offers a reliable weighting result by addressing the interrelationships among the attributes; (2) fuzzy full consistency method (FUCOM) can easily but rigorously quantify the qualitative attributes by using the simplified pair-wise comparisons; (3) interval vector-aided technique for order of preference by similarity to ideal solution (VATOPSIS) generates a rational ranking sequence by incorporating the balance among multi-attributes. To illustrate the proposed framework, six RE-powered desalination systems were studied, showing that the solar thermal-powered multi-effect distillation would be the best option under current conditions. Finally, the effectiveness and advantages of the proposed framework were verified by results comparison and discussion. © 2020 Elsevier Ltd";Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091073368&doi=10.1016%2fj.jclepro.2020.124114&partnerID=40&md5=613b6290857cc85e09fa5cc1bd220102
185;Yang C.-H., Lee K.-C.;Developing a strategy map for forensic accounting with fraud risk management: An integrated balanced scorecard-based decision model;2020;16;Corporate fraud risk management strategy has increasingly become a sustainable business development goal. Recent reforms in forensic accounting technology for corporate fraud risk management globally have opened up new avenues for corporate governance and internal control mechanism implementation. This study thus presents an integrated methodology for forensic accounting implementation to improve the identification of the strategy map relationship between the Balanced Scorecard (BSC)-based perspective and criteria, by combining multiple-criteria decision making (MCDM) with the Decision Making Trial and Evaluation Laboratory (DEMATEL) and the Analytic Network Process (ANP) techniques. The results have implications for corporate decision-makers to effectively fulfil corporate governance quality assurance and anti-fraud through a forensic accounting strategy map illustration. From the evaluation and planning perspective, the in-depth analysis of strategy map is useful to obtain an interrelationship that takes as its starting point the practice professions of the decision maker to improve existing strategy alternatives and focus on the valuable strategy paths. In the evaluation planning application, a strategy map of forensic accounting presents the knowledge regarding key indicators’ priorities to achieve satisfactory strategy planning and to practice forensic accounting development linked to fraud risk management in Taiwan. © 2020 Elsevier Ltd;Evaluation and Program Planning;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85079034086&doi=10.1016%2fj.evalprogplan.2020.101780&partnerID=40&md5=382314033339ade7bc6a901f07f1d846
186;Chen Z., Abdullah A.B., Anumba C.J., Li H.;ANP experiment for demolition plan evaluation;2014;15;This paper presents an analytic network process (ANP) experiment for demolition plan evaluation. An experimental case study on the Warren Farm Bridge demolition project is used to demonstrate the effectiveness of an ANP model to support finding the most appropriate demolition plan. Alternative plans used in the experiment include plans that utilise deliberate collapse, progressive demolition, and deconstruction. The ANP model adopted the same assessment criteria, which were previously used in an analytic hierarchy process (AHP) model for the same evaluation purpose for the case project, in order to further make a comparison between AHP and ANP models with different evaluation results. Further to the conclusion that ANP is a viable and capable approach to demolition plan evaluation, the experiment provides a notably different result, which matches the demolition plan actually used, on the most appropriate solution for the case project in comparison with the AHP model. This study indicates that further practice oriented research is necessary through case studies and model improvement to further validate ANP's capability to support reliable decision making with regard to its inherent advantage in measuring interrelationships and interactions among evaluation criteria in a multicriteria decision-making (MCDM) model. © 2013 American Society of Civil Engineers.;Journal of Construction Engineering and Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84892937726&doi=10.1061%2f%28ASCE%29CO.1943-7862.0000791&partnerID=40&md5=e308df9764647d5072eaaa20f3175c63
187;Virmani N., Saha R., Sahai R.;Understanding the barriers in implementing leagile manufacturing system;2017;15;The concept of lean manufacturing and agile manufacturing is not new nowadays, but the combination of the two i.e., lean as well as agile has been emerging as a new concept. Both lean and agile concepts are separated by a strategic point called de-coupling point, upstream of which there is a level schedule and at the same time, downstream, the system is agile so as to met volatile needs of customers. There are many advantages of implementing leagile manufacturing system like reduced cost, reduced lead time, improved quality, better customer satisfaction, increased sales and profitability, etc. So it is necessary to understand the barriers in implementing leagile system and also to what extent. Researchers have used different techniques like graph theory, technique of order preference by similarity to ideal solution (TOPSIS), analytic hierarchy process (AHP), analytic network process (ANP), interpretive structural modelling (ISM), etc. In this paper ISM technique is used to understand the barriers in implementation of leagile manufacturing system. A questionnaire-based survey was conducted to rank these barriers. ISM approach has been used for converging some key barriers and managerial implications. Also, driving and dependent power of these barriers have been found out by using MICMAC analysis. Copyright © 2017 Inderscience Enterprises Ltd.;International Journal of Productivity and Quality Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85033232209&doi=10.1504%2fIJPQM.2017.087866&partnerID=40&md5=a9ee21238f5cd6f0f2f614090dd9660c
188;Erdem D., Ozorhon B.;Assessing real estate project success using an analytic network process;2015;14;Various measures exist to assess the success of real estate projects. The major objective of this study is to propose a comprehensive success model for real estate projects considering both short-term and long-term performance. In this respect, a wide range of success criteria are identified based on an extensive literature survey, and these criteria are classified according to the balanced scorecard (BSC) framework. Then, an analytic network process (ANP) model is developed to examine the links between the attributes of success and to compute the importance weights of these variables on the real estate project success. Data used for the ANP model are collected from eight experienced civil engineers. The findings of this study suggest the importance of the attractiveness of project location, level of contribution to business value, accuracy of cost estimation, level of innovativeness, and effectiveness of cost control for a successful real estate project. The applicability of the proposed model is tested on nine projects, and the results are found to be satisfactory. Real estate companies may benefit from the findings of the proposed model in assessing the performance of their projects and may take the necessary actions to achieve better success in their projects. © 2014 American Society of Civil Engineers.;Journal of Management in Engineering;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84931051354&doi=10.1061%2f%28ASCE%29ME.1943-5479.0000281&partnerID=40&md5=791831a36736a12245434b496a2dda35
189;Nimawat D., Gidwani B.D.;Prioritization of important factors towards the status of industry 4.0 implementation utilizing AHP and ANP techniques;2021;14;"Purpose: The purpose of the paper is to visualize the priorities of important factors towards the status of Industry 4.0 implementation in Indian manufacturing industries by utilizing the analytic hierarchy process (AHP) and analytic network process (ANP) techniques. Design/methodology/approach: Based on a review of relevant literature, the authors recognized four criteria and 16 critical factors that have been validated by academic and industry experts. AHP and ANP models are then developed to evaluate the requirements and essential elements of the Industry 4.0 implementation. The outcomes were validated with the aid of sensitivity analysis. Findings: The above models offer the industry a clear and straightforward way to understand the critical factors in the status of Industry 4.0 implementation. The two techniques have emerged to be influential in deciding the status of Industry 4.0 implementation. The two methods yielded almost identical outcomes. Both methods take into account the industry's specific needs based on their available capacity. Practical implications: Decision-makers and specialists will use the strategies discussed in this paper to effectively include the implementation status of Industry 4.0 in their industries, based on their ability to make arrangements for proper implementation of Industry 4.0 and to concentrate on top priority factors when implementing Industry 4.0 at their workplace. Originality/value: The contribution of this research is that it is the first to be carried out with a view to both AHP and ANP to analyze important factors regarding the implementation status of Industry 4.0 and authentication through sensitivity analysis methods; this is a recent initiative in Industry 4.0. © 2020, Emerald Publishing Limited.";Benchmarking;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85094979406&doi=10.1108%2fBIJ-07-2020-0346&partnerID=40&md5=bff0448737f38838a5f4a36d11cc7435
190;Ocampo L.A.;Fuzzy analytic network process (FANP) approach in formulating infrastructural decisions of sustainable manufacturing strategy;2016;14;"This paper explores a fuzzy analytic network process (FANP) approach in identifying the content of manufacturing strategy infrastructural decisions that integrates sustainability and classical manufacturing strategy framework with firm size component. The findings are as follows: (1) firms must ensure high-quality product requirements with a make-to-order production system; (2) large firms must prioritize decentralization of functional areas but they must also provide higher systems integration of all production-related information to mobilize better communication channels; (3) large firms must employ highly skilled human resources in order to provide strong support on functional areas; and (4) small and medium enterprises must focus on product introduction to the market as a strategy priority area. The main contribution of this paper is the decision-making framework under uncertainty that holistically identifies the decisions that comprise a sustainable manufacturing strategy which may serve as guidelines in improving existing sustainable manufacturing practices or in creating new ones. © 2016, © 2016 Antai College of Economics and Management, Shanghai Jiao Tong University.";Journal of Management Analytics;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013257716&doi=10.1080%2f23270012.2016.1183237&partnerID=40&md5=d67bd83bc6d7646bd8e095beca4c90ef
191;Raut R., Narwane V., Kumar Mangla S., Yadav V.S., Narkhede B.E., Luthra S.;Unlocking causal relations of barriers to big data analytics in manufacturing firms;2021;14;Purpose: This study initially aims to identify the barriers to the big data analytics (BDA) initiative and further evaluates the barriers for knowing their interrelations and priority in improving the performance of manufacturing firms. Design/methodology/approach: A total of 15 barriers to BDA adoption were identified through literature review and expert opinions. Data were collected from three types of industries: automotive, machine tools and electronics manufacturers in India. The grey-decision-making trial and evaluation laboratory (DEMATEL) method was employed to explore the cause–effect relationship amongst barriers. Further, the barrier's influences were outranked and cross-validated through analytic network process (ANP). Findings: The results showed that “lack of data storage facility”, “lack of IT infrastructure”, “lack of organisational strategy” and “uncertain about benefits and long terms usage” were most common barriers to adopt BDA practices in all three industries. Practical implications: The findings of the study can assist service providers, industrial managers and government organisations in understanding the barriers and subsequently evaluating interrelationships and ranks of barriers in the successful adoption of BDA in a manufacturing organisation context. Originality/value: The paper is one of the initial efforts in evaluating the barriers to BDA in improving the performance of manufacturing firms in India. © 2021, Emerald Publishing Limited.;Industrial Management and Data Systems;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102578794&doi=10.1108%2fIMDS-02-2020-0066&partnerID=40&md5=93abb1394fb2897d2525894e9a426f77
192;Ahmadizadeh-Tourzani N., Keramati A., Apornak A.;Supplier selection model using QFD-ANP methodology under fuzzy multi-criteria environment;2018;13;Supplier selection is the most fundamental decision in the purchase management phase. Purchase is the most functional activity among several activities in a supply chain. A proper supplier selection supports a company’s long-term strategies and its competitive position. Due to presence of ambiguities and uncertainties in the decision making process for selecting suppliers, fuzzy techniques could provide more reliable and flexible decision of supplier selection problem. In such techniques, customer needs and engineering requirements are weighted by the method of fuzzy analytic network process (ANP) and relationship matrix of quality function deployment (QFD) in fuzzy environment of their importance degree, respectively. Using a mathematical model would integrate the amount of cost components and objective factor measure (OFM). The integrated method is applied to a case study in a reputable Iranian automotive company. The results show the efficiency of the method through considering the viewpoint of decision-makers and their dependence on each other. Copyright © 2018 Inderscience Enterprises Ltd.;International Journal of Productivity and Quality Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85046262072&doi=10.1504%2fIJPQM.2018.091172&partnerID=40&md5=d1fddaaaf7fb522342a0b6ef3aa43a90
193;Anand G., Kodali R., Dhanekula C.S.;An application of analytic network process for selection of a plant location: A case study;2012;13;Location decision is considered to be one of the strategic decisions in the fields of supply chain management (SCM) and operations management (OM). Researchers worldwide have addressed this issue by utilising various mathematical models and techniques. However, a review of literature revealed that not many papers are available, which have utilised the recently developed multi-attribute decision making (MADM) model - namely, the analytic network process (ANP) especially for making a location decision of setting up a manufacturing plant. Hence, in this paper, an attempt has been made to address this issue by developing an ANP model to select a suitable location for a hypothetical case situation. One of the important contributions of this paper is that about 40 decision factors have been considered simultaneously and the interdependencies and interrelationships between these factors have been captured by the ANP, which is unique when compared to those models that are available in the literature addressing a similar problem. Copyright © 2012 Inderscience Enterprises Ltd.;International Journal of Services and Operations Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84860728222&doi=10.1504%2fIJSOM.2012.046673&partnerID=40&md5=39608ac998f9c3085e33089d9b2d594b
194;Aragonés-Beltrán P., Poveda-Bautista R., Jiménez-Sáez F.;An in-depth analysis of a TTO's objectives alignment within the university strategy: An ANP-based approach;2017;13;This paper presents the application of the Analytic Network Process for the analysis of the contribution of the third mission action plans to the research transfer policies set by the University Governing Body. The model is applied to the case study of the Technology Transfer Offices (TTO) of the Universitat Politècnica de València (Spain). The paper develops a rigorous decision-making tool that helps TTO managers analyse the effectiveness of TTO activities and their degree of alignment with the institution's objectives. This work considers TTO managers’ qualitative information and value judgments about the activities performed. © 2017 Elsevier B.V.;Journal of Engineering and Technology Management - JET-M;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016396720&doi=10.1016%2fj.jengtecman.2017.03.002&partnerID=40&md5=6a42619c48625e322672cb77d986bc36
195;Chandra D., Kumar D.;Prioritizing the vaccine supply chain issues of developing countries using an integrated ISM-fuzzy ANP framework;2020;13;"Purpose: Delivering vaccines to the children who need them requires a supply chain that is efficient and effective. In most of the developing countries, however, the unknown and unresolved supply chain issues are causing inefficiencies in distributing vaccines. There is, therefore, a great need in such countries to recognize the issues that cause delays in vaccine delivery. With this purpose, the present study aims to identify and analyze the key issues in the supply chain of basic vaccines required to immunize children in developing countries. Design/methodology/approach: Based on a field survey of three states of India, in-depth review of relevant literature and experts’ opinions, 25 key issues were recognized as factors of the vaccine supply chain (VSC) and categorized into five main domains. Using integrated interpretive structural modeling and fuzzy analytic network process approaches, the issues have been prioritized to determine their relative importance in the VSC. In addition, a sensitivity analysis has been performed to investigate the priority stability of the issues. Findings: The results of the analysis show that among the five domains of VSC issues, the economic domain with a weight of 0.4262 is the most important domain, followed by the management (0.2672), operational (0.2222), environmental (0.0532) and social (0.0312). Research limitations/implications: This study focuses on the prioritization of VSC issues; therefore, the results of the present study can provide direction to the decision-makers of immunization programs of developing countries in driving their efforts and resources on eliminating the most important obstacles to design successful vaccination programs. Originality/value: To the authors’ knowledge, this paper is first to provide a direction to the decision-makers in identifying and managing important issues through the use of an analytical approach. © 2019, Emerald Publishing Limited.";Journal of Modelling in Management;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85074367010&doi=10.1108%2fJM2-08-2018-0111&partnerID=40&md5=9ed9131b7fd127d0a30adc9cef29cc06
196;Chen I.-S.;A revised Inno-Qual performance system for higher education: The integrated applications of DEMATEL and ANP;2012;13;The Taiwanese higher education system has historically been a sustainable resource, providing a competitive advantage for Taiwan. However, its performance has recently decreased relative to other countries. Improving innovation and total quality management (TQM) performance has become important to increase the competitive advantage and survival rate of universities. The Inno-Qual performance system (IQPS) is the latest model to evaluate innovation and TQM performance in Taiwanese institutions of higher education. The IQPS not only addresses major technical problems that could damage the reliability of evaluation outcomes, but it also stresses that half of the universities have not efficiently improved their innovation and TQM performance simultaneously. However, criteria and weights for innovation and TQM dimensions of the IQPS are separated to consider internal and external organizational performance independently. This results in inconsistency between the weights, resulting in lack of a clear direction for making improvements, which makes the performance evaluation results impossible to confirm. Furthermore, the innovation weights ignore the effects of the TQM dimensions due to the separation, making the system irrational and invalid in the real world. The purpose of this study is to revise the current IQPS and overcome these two drawbacks by using the decision-making trial and evaluation laboratory application and the analytic network process. With a method that is efficient, less costly, and provides verifiable results, our revised IQPS can help improve innovation and TQM performance in today's universities. © 2012 Operational Research Society Ltd. All rights reserved.;Journal of the Operational Research Society;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84858231131&doi=10.1057%2fjors.2011.57&partnerID=40&md5=2140f0ae66758a504846a3c700573ab9
197;Dabestani R., Shahin A., Saljoughian M.;QUALITY PAPER evaluation and prioritization of service quality dimensions based on gap analysis with analytic network process;2016;13;Purpose – The purpose of this paper is to identify customers’ critical demands through evaluating and prioritizing service quality dimensions (SQDs) based on service quality (SQ) gaps. Design/methodology/approach – The customers of four-star hotels were asked to report on their expectations and perceptions about the service they were receiving. Afterwards, the gap between the customers’ expectations and perceptions was calculated. Eventually, the three sets of data were exploited to prioritize SQDs through analytic network process (ANP). Findings – Findings suggest that security and confidentiality, price, and tangibles are the most crucial factors. Practical implications – The results can provide hotel managers with insightful hints about those aspects of service that form their customers’ perception of SQ in order to assign their invaluable, but restricted, resources appropriately to offer a more competitive service to the customers through paying attention to those dimensions. Originality/value – The innovativeness of the methodology was in that the authors proposed a noble method in filling out the difficult-to-complete ANP matrix. The authors also managed to consider the mutual relationship between SQD criteria, which is difficult to do in ordinary methods. © Emerald Publishing Limited.;International Journal of Quality and Reliability Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021908717&doi=10.1108%2fIJQRM-04-2015-0050&partnerID=40&md5=70adc9f68aa2f5f0e32b6e54013e3669
198;Genç T., Kabak M., Özceylan E., Çetinkaya C.;Evaluation of natural gas strategies of Turkey in east Mediterranean region: A strengths-weaknesses-opportunities-threats and analytic network process approach;2018;13;Demand for natural gas has severely challenged the world supply among other types of energy sources such as coal, geothermal, nuclear and etc. Natural gas is the most important form of energy because it is clean, abundant, reliable and versatile. Due to the limited and transportable characterizes of natural gas, sharing pipelines for natural gas with other nations can either bring peace and stability or create chaos. To avoid insoluble strategies, it is very explicit to decide scientifically for these kinds of global issues. To do so, a SWOT (Strengths, Weaknesses, Opportunities and Threats) – ANP (Analytic Network Process) integrated approach is presented to evaluate natural gas policies for Turkey in terms of East Mediterranean Region. In the first step, the appropriate strategies, SO (strengths-opportunities), ST (strengths-threats), WO (weaknesses-opportunities) and WT (weaknesses-threats) are determined via SWOT analysis including four criteria, 20 sub-criteria and seven strategies. Due to inability of SWOT analysis to prioritize the criteria and rank the strategies, ANP approach which also considers the dependency between criteria is applied in the second step. Finally, the proposed SWOT-ANP approach is compared with other multi criteria decision making (MCDM) techniques to represent the effectiveness and applicability of the model. © 2018 The Author(s).;Technological and Economic Development of Economy;Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85047908143&doi=10.3846%2f20294913.2016.1253043&partnerID=40&md5=7399523cd807ac128726d4abb1ee0242
199;Greco M., Grimaldi M., Scarabotti L., Schiraldi M.M.;The sources of competitive advantage in university spin-offs: A case study;2013;13;University Spin-Offs are incorporated to exploit the knowledge and skills achieved within Universities. Often, their competitive advantage is represented by specific know-how that may be hardly imitated by competitors. In this article we present an analysis of the intellectual capital assets owned by a University Spin-Off using a framework recently introduced in literature. The framework resorts to a series of structured interviews to key figures within the organization. The interviews are synthesized through the Analytic Network Process and the results are compared using graphical and cost/ benefit analyses. The implementation of the framework creates a useful panel for the planning of investments in intellectual capital assets in order to create value. Moreover, it may emphasize possible discrepancies among interviewees about the importance of each intellectual capital asset. © Universidad Alberto Hurtado, Facultad de Economía y Negocios.;Journal of Technology Management and Innovation;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84886943257&partnerID=40&md5=d51a2b953ed2d1f90d19de70a34eb2f5
200;Karamoozian A., Wu D.;A hybrid risk prioritization approach in construction projects using failure mode and effective analysis;2020;13;Purpose: Construction projects involve with various risks during all phases of project lifecycle. Failure mode and effective analysis (FMEA) is a useful tool for identifying and eliminating possible risk of failure modes (FMs) and improving the reliability and safety of systems in a broad range of industries. The traditional FMEA method applies risk priority number method (RPN) to calculate risk of FMs. RPN method cannot consider the direct and indirect interdependencies between the FMs and is not appropriate for complex system with numerous components. The purpose of this study is to propose an approach to consider interdependencies between FMs and also using fuzzy theory to consider uncertainties in experts' judgments. Design/methodology/approach: The proposed approach consist of three stages: the first stage of hybrid model used fuzzy FMEA method to identify the failure mode risks and derive the RPN values. The second stage applied Fuzzy Decision-Making Trial and Evaluation Laboratory (FDEMATEL) method to determine the interdependencies between the FMs which are defined through fuzzy FMEA. Then, analytic network process (ANP) is applied in the third stage to calculate the weights of FMs based on the interdependencies that are generated through FDEMATEL method. Finally, weight of FMs through fuzzy FMEA and FDEMATEL–ANP are multiplied to generate the final weights for prioritization. Afterward, a case study for a commercial building project is introduced to illustrate proficiency of model. Findings: The results showed that the suggested approach could reveal the important FMs and specify the interdependencies between them successfully. Overall, the suggested model can be considered as an efficient hybrid FMEA approach for risk prioritization. Originality/value: The originality of approach comes from its ability to consider interdependencies between FMs and uncertainties of experts' judgments. © 2020, Emerald Publishing Limited.;Engineering, Construction and Architectural Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85084316486&doi=10.1108%2fECAM-10-2019-0535&partnerID=40&md5=a7c61a5a366cac18f4403e4f536a126f
201;Kimiagari S., Keivanpour S.;An interactive risk visualisation tool for large-scale and complex engineering and construction projects under uncertainty and interdependence;2019;13;Implementation of the megaprojects with large-scale engineering and construction projects are risky in nature and evaluating the associated risks of those large projects is a critical success factor. The systematic approaches and empirical studies related to the visualisation and communicating risks of these projects remain missing. This paper aims to develop a systematic approach to managing and visualising the risk of these mega-projects using joint application of fuzzy group decision-making, analytic network process and mapping the resulting network of dependencies together with proximity information, graph theory, and mutual information theory. We have applied the model in a real case study of megaprojects in the oil and gas industry. The methodology proposed in this study could be used in the other large-scale engineering and construction projects considering the contracts features and the contextual factors. © 2018, © 2018 Informa UK Limited, trading as Taylor & Francis Group.;International Journal of Production Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85052118798&doi=10.1080%2f00207543.2018.1503426&partnerID=40&md5=d619896ec37686259a0248dff3524e24
202;Lee A.H.I., Chen S.-C., Kang H.-Y.;A decision-making framework for evaluating enterprise resource planning systems in a high-tech industry;2020;13;In recent years, the adoption of enterprise resource planning (ERP) is becoming essential for achieving fast and transparent information exchange, avoiding unnecessary waste and maintaining coordination within a firm and among partners in a supply chain. However, the implementation of an ERP system often fails, and one major reason is that the selected ERP system is not suitable for the firm. Therefore, a good evaluation framework for selecting the most appropriate ERP system is necessary. This study proposes a framework, which integrates decision-making trial and evaluation laboratory (DEMATEL), analytic network process (ANP), VlseKriterijumska Optimizacija I Kompromisno Resenje in Serbian (VIKOR) and fuzzy set theory, for the evaluation of ERP systems. First, the fuzzy DEMATEL is used to understand the direct and indirect relationships among the criteria. Second, the fuzzy ANP is adopted to calculate the importance weights of the sub-criteria. Finally, the most appropriate ERP system is obtained by the fuzzy VIKOR. The proposed decision-making framework is applied to a firm in the high-tech industry in selecting the most appropriate ERP system. The results show that the proposed framework can help firms evaluate ERP systems effectively by collecting experts’ opinions in an uncertain environment. © 2019, © 2019 International Chinese Association of Quantitative Management.;Quality Technology and Quantitative Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067655355&doi=10.1080%2f16843703.2019.1626073&partnerID=40&md5=b2c5cee0954a24a1e25b85ba1ba3a64d
203;Lee Y.-H.;Application of a SWOT-FANP method;2013;13;Strengths, weaknesses, opportunities, and threats (SWOT) analysis is an effective strategic planning tool for the development of strategy formulation, but its main weakness is being incapable of quantitatively determining the weights and effects of alternative strategic criteria. Some studies' use of SWOT with analytic hierarchy process (AHP) would enable decision-makers to obtain-through pairwise comparisons-a relative priority of each criterion, so that the results from quantitative measures could overcome SWOT's central shortcoming. However, these studies neglect critical relationships or dependencies among SWOT factors. In this study, I propose a quantitative SWOT that rests on fuzzy analytic network process (FANP) methodology, includes possible dependencies among SWOT factors and permits the elimination of decision-makers' uncertain and vague preferences. To this end, I chose the Taiwan biotech pharmaceutical industry as an illustrative example. This study demonstrates and validates that such an enhanced methodology is viable and highly capable of providing enriched insights regarding strategic decision-making management in complex real-world situations. © 2013 Vilnius Gediminas Technical University (VGTU) Press.;Technological and Economic Development of Economy;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84890935724&doi=10.3846%2f20294913.2013.837111&partnerID=40&md5=2220ee8cecf31a567f210c707519d39c
204;Li X.K., Wang X.M., Lei L.;The application of an ANP-Fuzzy comprehensive evaluation model to assess lean construction management performance;2020;13;Purpose: The purpose of this paper is to propose a method for assessing the lean construction management performance (LCMP) of engineering projects using the analytic network process-fuzzy comprehensive evaluation (ANP-FCE) model. Design/methodology/approach: Literature review and questionnaire surveys were used to achieve an evaluation index system for LCMP. The data needed to calculate the weights of the indices were derived from questionnaire surveys. The ANP and the Super Decisions (SD) software were used to calculate the weights of the indices and verify the validity of the weights. The FCE was adopted to carry out a comprehensive evaluation of LCMP, and the validity of the evaluation results was verified by applying the validity degree of maximum membership principle. The applicability of the method for evaluating LCMP was validated by empirical research. Findings: The proposed method for assessing the LCMP using the ANP-FCE model is validated to be feasible. Decision makers can easily identify the strengths and weaknesses of lean construction (LC) management of the evaluated project from the evaluation results. Research limitations/implications: Some subjectivity may exist in the assessment process due to questionnaire surveys, and only one case has been studied to validate the applicability of the method. Therefore, researchers are encouraged to increase the number of LC experts and cases over the world to make the proposed method more standard. Practical implications: The research is expected to propose an assessment method of LCMP for construction enterprises, provide a reference to develop assessment standards for LCMP for building associations or governments and help decision makers know the improving path of LC management. Originality/value: This research contributes to the literature by summarizing the commonly used lean management tools for quality, cost, time, safety and organization in practice, and proposing a novel approach for assessing the LCMP of engineering projects. The study is useful for researchers, project managers and decision makers engaged in LC. © 2019, Emerald Publishing Limited.;Engineering, Construction and Architectural Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85071578323&doi=10.1108%2fECAM-01-2019-0020&partnerID=40&md5=162252640e4e34ba007d9e946788d637
205;Lin C.-L., Kuo C.-L.;A service position model of package tour services based on the hybrid MCDM approach;2019;13;Traditionally, package tour (PT) agencies assumed that tourists only pay attention to the PT’s price, so PT service providers often offer limited package tours based on options and prices. Nowadays, PT service providers face the difficult challenge of how to offer diverse PTs to satisfy tourists’ needs based on a reasonable price. This study proposes an evaluation model of package tours based on diverse resources and transportation means. This study proposes a two-dimensional evaluation framework to analyse tourists’ needs regarding package tour services and the proposed model could be applied to plan mass customized package tours based on the portfolio of value satisfaction index (VSI) and the price satisfaction index (PSI). The study also proposes that mass customized package tours can improve the traditional tour planning method through a portfolio of diverse tourism resources. Moreover, the study integrates the different choices of traffic and transportation tools, as well as tourism resources and providers in six portfolios of package tours in the Nantou county of Taiwan. These six package tours can be planned through three traffic and transportation tools (tourist coach, railroad, and minibus) and four tourism resources (natural experiences, cultural exploration, shopping and cuisine, and event participation). © 2018, © 2018 Informa UK Limited, trading as Taylor & Francis Group.;Current Issues in Tourism;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053871373&doi=10.1080%2f13683500.2018.1524856&partnerID=40&md5=58117ca28360d6a00a9430777bcde009
206;Liu J.Y., Shiue W., Chen F.H., Huang A.T.;A multiple attribute decision making approach in evaluating employee care strategies of corporate social responsibility;2019;13;Purpose: Corporate social responsibility has gradually become an essential enterprise responsibility under stakeholders’ expectations. Employee care strategies involve both qualitative and quantitative factors and are receiving special attention with the advent of the information age. In previous studies, a company’s policy of employee care may not fit with the needs of the employees. Consequently, the purpose of this paper is to investigate enterprises’ employee care from the employee’s perspective by adopting a hybrid multiple attribute decision making (MADM) model. Design/methodology/approach: This study is based on 159 interviews with senior employees and/or department managers using a survey questionnaire. This study uses the MADM model to conduct the analysis. First, this research study used Decision-Making Trial and Evaluation Laboratory (DEMATEL) to construct an influential network relations map of the 4 dimensions and 13 criteria of employee care. Second, this study uses DEMATEL-based Analytic Network Process to conduct a weight analysis for each dimension and criterion. Third, this study uses VIKOR to calculate employees’ level of satisfaction as well as the gap from the “aspired level.” Findings: The results of the study revealed the critical factors influencing employee care and proposed a systematic plan to be used as a reference for improvement. The improvement sequence revealed the following order: Equal employment opportunities?Good industrial relations and benefits?Responsibility to train and educate employees?Occupational health and safety. The empirical results showed there was still 35 percent room for improvement in the enterprises’ implementation policy of employee care. Originality/value: The implementation of employee care has become an important issue for corporations since it helps to sustain and to increase an enterprise’s competitiveness in the business environment. However, the extant literature on employee care comes from enterprises’ perspectives instead of from employees’ perspectives. This research investigates the key factors of employee care and successfully shows MADM to be an effective model for the planning and implementation of corporate social responsibilities’ employee care from the perspective of employees. © 2018, Emerald Publishing Limited.;Management Decision;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85049979919&doi=10.1108%2fMD-03-2018-0230&partnerID=40&md5=a4d3b24ac2b4136a810094c8600fa554
207;Poplawska J., Labib A., Reed D.M.;From vicious to virtuous circles: Problem structuring for quantified decision making in operationalization of corporate social responsibility;2017;13;There is no formalised approach for problem structuring and quantitative decision support to operationalise corporate social responsibility (CSR) implementation. In this paper, techniques for considering criteria relationships are outlined and a holistic, systematic framework combining a qualitative and quantitative method for practical CSR integration is provided. Cognitive mapping (CM) is applied to structure the problem picture, and the cause-effect relationships between decision elements. Soft CM methodology is employed to assess the cross-criteria interactions, at both an individual and a collective level. The interactions of criteria can have a significant impact upon CSR implementation. Such impacts can be direct or indirect through their close linkages to other criteria. The causal strategic map serves as an input to the analytic network process (ANP) to carry out the multi-criteria decision analysis. Then, CM and ANP are applied in a comparative analysis to verify whether the measures of criteria significance do correspond. The key criteria in networks are identified using centrality in CM and single limited priorities in ANP. This study demonstrates that using criteria without considering their interactions will result in shortcomings in the evaluation and assessment of CSR programmes. The holistic framework, combining CM and ANP proposed in this work, enhances the process of problem structuring and supports preference-based evaluation of decision alternatives. The results of our study yield that the mapping procedure has an influence on the criteria significance in networks. The correspondence between CM and ANP is stronger when cause relationships are rigidly interpreted. More unambiguous interpretations of causal relations can be achieved if methods are used jointly and common peaks of importance in both CM and ANP could potentially serve as indications of key decision elements. © 2016 The Operational Research Society.;Journal of the Operational Research Society;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029830163&doi=10.1057%2fs41274-016-0028-z&partnerID=40&md5=e33a6ebbe926861311598128574d81f1
208;Rajak S., Parthiban P., Dhanalakshmi R.;Selection of transportation channels in closed-loop supply chain using meta-heuristic algorithm;2018;13;This article presents a closed-loop supply chain (CLSC) network design problem consisting of both forward and reverse material flows. Here, a four-echelon single-product system is introduced in which multiple transportation channels are considered between the nodes of each echelon. Each design is analyzed for the optimum cost, time and environmental impact which form objective functions. The problem is modeled as a tri-objective mixed integer linear programming (MILP) model. The cost objective aggregates the opening cost (fixed cost) and the variable costs in both forward and reverses material flow. The time objective considers the longest transportation time from plants to customers and reverse. Factors of environmental impact are categorized and weighed using an analytic network process (ANP) which forms the environmental objective function. A genetic algorithm (GA) has been applied as a solution methodology to solve the MILP model. Ultimately, a case problem is also used to illustrate the model developed and concluding remarks are made regarding the results. © 2018, IGI Global.;International Journal of Information Systems and Supply Chain Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85047728477&doi=10.4018%2fIJISSCM.2018070104&partnerID=40&md5=923fd44f70fb002a55d268ba43cf1045
209;Tiwari R.K., Tiwari J.K.;Prioritization of barriers to lean implementation in indian automotive small & medium sized enterprises;2018;13;Lean manufacturing has been the most deliberated concept ever since its introduction. Many organization across the world implemented lean concept and witnessed dramatic improvements in all contemporary performance parameters. Lean manufacturing has been a sort of mirage for the Indian automotive industry. The present research investigated the key lean barriers to lean implementation through literature survey, confirmatory factor analysis, multiple regression, and analytic network process. The general factors to lean implementation were inadequate lean planning, resource constraints, half-hearted commitment from management, and behavioral issues. The most important factor in the context of lean implementation in Indian automotive industry was inadequate lean planning found with the help of confirmatory factor analysis and multiple regression analysis. Further analysis of these extracted factors through analytic network process suggested the key lean barriers in Indian automotive industry, starting from the most important were absence of proper lean implementation methodology, lack of customer focus, absence of proper lean measurement system, inadequate capital, improper selection of lean tools & practices, leadership issues, resistance to change, and poorly defined roles & responsibilities. Though literature identifying various lean barriers are available. The novelty of current research emerges from the identification and subsequent prioritization of key lean barriers within Indian automotive SMEs environment. The research assists in smooth transition from traditional to lean system by identifying key barriers and developing customized framework of lean implementation for Indian automotive SMEs. © 2018 Polish Academy of Sciences. All Rights Reserved.;Management and Production Engineering Review;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85049792412&doi=10.24425%2f119526&partnerID=40&md5=649b72805a03b2beabadc10f34f57583
210;Tsai P.-H.;Strategic evaluation criteria to assess competitiveness of the service industry in Taiwan;2020;13;"This study uses industrial upgrading (I), export development (E), and investment promotion (K), or collectively, the IEK model to identify critical indicators to asses competitiveness of the service industry in Taiwan. The proposed development and evaluation model for the service industry uses the DEMATEL (decision-making trial and evaluation laboratory) method to construct an influential relationship between the dimensions and criteria; a DEMATEL-based analytic network process (DANP) to obtain influential weights; and a modified Vlšekriterijumska Optimizacija I Kompromisno Resenje (m-VIKOR) method to assess gaps in industry development performance. It illuminates current industry demands and helps to improve service firms’ operations through fewer developmental gaps and stronger policy and strategy. Further, an influential network relationship map (INRM) and influential weights can unravel the complex assessment system and prioritise industry improvements. The results demonstrate that upgrades must occur first to the industry, then to promoting of investments, and lastly, in developing exports. Finally, the practical implications for managing service firms have been discussed. © 2020 The Society for Policy Modeling";Journal of Policy Modeling;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086906190&doi=10.1016%2fj.jpolmod.2020.05.003&partnerID=40&md5=0262dc23fbb9ef27616610cbab9f9bbe
211;Wudhikarn R., Chakpitak N., Neubert G.;An analytic network process approach for the election of green marketable products;2015;13;Purpose – In this study, an optimal green product is selected from three newly developed ecological products and a non-environmentally friendly product. An analytic network process (ANP), used widely for multi-criteria decision making (MCDM), is applied to account for the tradeoff issues among the criteria (quality, cost and green issue) in the new green product selection processes. The paper aims to discuss these issues. Design/methodology/approach – This paper focuses on current social and consumer requirements. New product selection processes consider three major perspectives, i.e., quality, cost and environment, as criteria. The following two main methods are applied to respond to this multi-disciplinary issue: the eight quality dimensions proposed by Garvin are used to manage the quality issue, and a life cycle costing (LCC) method is applied for consideration of the cost and green issue. Therefore, the dependency issue among the criteria is considered, using a suitably selected method, the ANP method, and all the methods are applied to a real business, which produces roof tiles, for the delivery of a new optimal green product. Findings – An optimal environmentally friendly product does not overcome the existing toxic product of the focused company. The environmental performance is necessarily balanced by the quality and cost capabilities. Research limitations/implications – This paper focuses on the new product selection of roof tile products. The criteria or measuring indicators may be dissimilar, and cannot be applied to other products. Practical implications – The proposed approach can be applied to other manufacturing companies or services to allow decision makers to make better determinations for a comprehensive dependency problem. The managers can apply the proposed model to benchmark the considered products as well as to find the weaknesses of products. Originality/value – This method considers the relationship among quality, cost and environment for newly developed green products. The method produces better results than former MCDM studies which did not account for the dependency issue among the criteria. © 2015, Emerald Group Publishing Limited.;Benchmarking;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84939477629&doi=10.1108%2fBIJ-10-2012-0069&partnerID=40&md5=9f5425d506e45de9dba0bda5fe48168d
212;Zhang F., Ju Y., Santibanez Gonzalez E.D.R., Wang A., Dong P., Giannakis M.;Evaluation of construction and demolition waste utilization schemes under uncertain environment: A fuzzy heterogeneous multi-criteria decision-making approach;2021;13;The issue of sustainability has been a prime concern as a continued surging amount of construction and demolition waste (CDW) is being generated while natural resources are consumed and contaminated at an alarming rate. However, CDW utilization involves a range of options based on combinations of different crushing options and manufacture of various recycled products, which is confusing for practitioners to decide the optimal CDW utilization scheme from a comprehensive perspective. To assist decision making among CDW utilization schemes, a heterogeneous multi-criteria evaluation framework is proposed where interval numbers, triangular fuzzy numbers (TFNs) and trapezoidal fuzzy numbers (TrFNs) are used for comprehensive evaluation, enabling experts to present assessment information flexibly based on their preferences, knowledge and nature of different data forms. Firstly, a comprehensive index system is constructed from social, environmental, financial and technical dimensions for the evaluation of CDW utilization schemes. Afterwards, a novel method is proposed to unify heterogeneous evaluation values into rough numbers. Thirdly, to fully reflect both inner and outer dependencies among criteria, the analytic network process (ANP) method is utilized to derive weights of criteria and sub-criteria, before the fuzzy multi-attributive border approximation area comparison (MABAC) method is applied to obtain the final ranking. Finally, a case study of CDW utilization schemes selection problem is illustrated where the scheme of on-site crushing combined with production of recycled bricks and aggregates is selected as the best option with the sum of the distance Sk between alternatives and the border approximation areas obtained as [0.0037, 0.0544], and a comparative analysis is conducted to verify its effectiveness and validity of the proposed framework. © 2021;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85108214950&doi=10.1016%2fj.jclepro.2021.127907&partnerID=40&md5=ff4bf674bc06f8bf0c508ba8fe4b85d4
213;Aghaee A., Aghaee M., Fathi M.R., Shoa'bin S., Sobhani S.M.;A novel fuzzy hybrid multi-criteria decision-making approach for evaluating maintenance strategies in petrochemical industry;2020;12;Purpose: The purpose of this study is to evaluate maintenance strategies based on fuzzy decision-making trial evaluation and laboratory (DEMATEL) and fuzzy analytic network process (ANP) in the petrochemical industry. Design/methodology/approach: This study proposes a hybrid-structured multi-criteria decision-making (MCDM) method based on fuzzy Delphi, fuzzy DEMATEL and fuzzy ANP as a structured methodology to assist decision makers in strategic maintenance. The fuzzy Delphi method (FDM) is applied to refine the effective criteria, fuzzy DEMATEL is applied for defining the direction and relationships between criteria and Fuzzy ANP is used for the selection of optimized maintenance strategy. Findings: The results identify “strategic management complexity” as the top criterion. The predictive maintenance (PdM) with the highest priority is the best strategy. It is followed by reliability-centered (RCM), condition-based (CBM), total productive (TPM), predictive (PM) and corrective maintenance (CM). Originality/value: Today, companies act in an atmosphere that is known with the features of uncertainty. In this atmosphere, only those companies can survive that have a strategy based on presenting the quality services and products to their customers. Similarly, maintenance as a system plays a vital role in availability and the quality of products, which creates value for customers. The selection of maintenance strategy is a kind of MCDM problem, which includes consideration of different factors. This article considers a broad category of alternates, including CM, PM, TPM, CBM, RCM and PdM. © 2020, Emerald Publishing Limited.;Journal of Quality in Maintenance Engineering;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086780630&doi=10.1108%2fJQME-04-2019-0036&partnerID=40&md5=6226b50875f59cbd8e157338dcd6bf07
214;Costantino F., Gravio G.D., Shaban A.;Multi-criteria logistics distribution network design for mass customisation;2014;12;Nowadays, companies are trying to offer high level of personalisation as expected by the customer while trying to reach economy of scale in production even with small volumes. This competitive strategy is known as mass customisation and requires not only flexibility of the production system at a lower cost but also specific logistics solutions to manage high level of differentiation. In this paper, a multi-criteria decision making methodology is proposed for the selection and evaluation of logistics distribution networks in a customised environment, basing on an analytic network process (ANP). This method helps the decision maker to select the best configuration of logistics distribution as a first step of the design process. A real case application is included to demonstrate the achievable results. © 2014 Inderscience Enterprises Ltd.;International Journal of Applied Decision Sciences;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84925287894&doi=10.1504%2fIJADS.2014.060328&partnerID=40&md5=6dee36e62697bf95b665d3b643fc0696
215;Gao J., Li X., Guo F., Huang X., Men H., Li M.;Site selection decision of waste-to-energy projects based on an extended cloud-TODIM method from the perspective of low-carbon;2021;12;The waste-to-energy (WTE) project has become a vital part for the development of renewable energy for its characteristic of harmlessness and resource utilization, and the concept of low-carbon has gradually become the universal consensus of all countries. How to select a satisfactory site for WTE project to make a win-win situation under a low-carbon perspective has become the concern of many researchers. Deficiencies in the current site selection process may lead to inaccurate results. To solve such problems, this paper proposes an extended cloud-TODIM (Tomada de Decisão Iterativa Multicritério) method. Firstly, we construct a criteria system covering five criteria and eighteen sub-criteria. Secondly, the evaluation information is described through the hesitant fuzzy linguistic term set (HFLTS) with credibility and then the hesitant fuzzy linguistic term set is converted to clouds, which can fully describe the fuzziness, uncertainty and randomness. Thirdly, the weights of criteria are calculated by the combination weight of Analytic Network Process (ANP) method and entropy method. Furthermore, an improved TODIM method is proposed to select the optional alternative. Finally, a case in Shaanxi province is provided to verify the feasibility of our method. © 2021 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104655730&doi=10.1016%2fj.jclepro.2021.127036&partnerID=40&md5=c98dfe4bf2a695a6ddd4eeba0be7a742
216;Gharanfoli B., Valmohammadi C.;Identification and prioritization of construction projects investment risks using a hybrid fuzzy approach;2019;12;Lack of sufficient knowledge of the project environment can increase investment risks. Accordingly, the identification, grading, and management of risks are essential to project success. Risk identification is an accurate, detailed, and probing process that identifies risks during project life cycle by interacting with individuals and experts. Because risks constantly recur and change during project life cycle, risk identification is an essential and iterative process in all project phases. So, this study aims to identify and prioritise construction projects risks using a hybrid quantitative approach, namely, Fuzzy Decision Making and Trial Evaluation Laboratory (FDEMATEL) and Fuzzy Analytic Network Process (FANP) techniques. After review of the relevant literature and classification of the identified investment risks into three main risks, the above-mentioned techniques were applied. Results revealed that systemic risk is the most influential factor whereas environmental risk is the most permeable factor among the main criteria. The highest weight belongs to the business risk factor whereas the lowest weight belongs to systemic risk. These were the most and least important factors of the risks involved in construction projects from the perspective of the experts. © 2019 John Wiley & Sons, Ltd.;Journal of Multi-Criteria Decision Analysis;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067261615&doi=10.1002%2fmcda.1661&partnerID=40&md5=c361e5cacd3cb818870525602a92aa9e
217;Sharma V., Gidwani B.D., Sharma V., Meena M.L.;Implementation model for cellular manufacturing system using AHP and ANP approach;2019;12;Purpose: The purpose of this paper is to visualize the prioritization among essential factors of cellular manufacturing system (CMS) implementation using the analytic hierarchy process (AHP) and analytic network process (ANP) methods. Design/methodology/approach: Based on literature review, 4 enabler dimensions and 17 CM factors were identified which were validated by experts from academia and industry. Then, AHP and ANP models are proposed in evaluating CMS implementation dimensions and factors. The results are validated using sensitivity analysis. Findings: These models give firms a straightforward and simple to utilize way to deal with CMS efficiently. The two strategies were appeared to be powerful in choosing a strategy for CMS implementation. The two strategies brought about nearly similar outcomes. Both methods consider the particular necessities of the organization through its own accessible ability. Practical implications: The techniques exhibited in this paper can be utilized by a wide range of organizations for adopting CMS that have a higher impact on performance and thus overall productivity. The two techniques are explained in a step-by-step approach for easier adoption by practitioners. Originality/value: The strength of the present study is that it is one of the first few to be conducted in perspective for CM implementation factors analysis. © 2019, Emerald Publishing Limited.;Benchmarking;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062000292&doi=10.1108%2fBIJ-08-2018-0253&partnerID=40&md5=186d8f3ba6ef1b5d330fbecd6d64cfdd
218;Wang L., Zhang P., Zhang P., Li R., Zhang Y., Wu Y.;A systematic approach for public-private partnership projects CSFs evaluation;2018;12;"Purpose: Public–private partnership (PPP) projects are increasingly significant in many countries. The purpose of this paper is to assess the impact of critical success factors (CSFs) on PPP projects and comprehensively consider the interrelations and interaction among dimensions and factors to achieve a better understanding of PPP project management. Design/methodology/approach: An evaluation index system for PPP projects such as the presented case study is proposed based on a literature review and a survey. Then, interpretative structural modeling is used to transform the CSFs dimension into a multi-level hierarchical model to reflect the driven-dependency relation of each dimension; the fuzzy analytic network process model optimized by moment estimation theory is used to investigate the impact of CSFs by considering their internal impact. Findings: Regarding the project used as the case study, the driving force and dependence for driving layer and dependent layer are determined. Moreover, in driving layer, efficient and well-structured payment mechanism is the most important CSF if considering the internship and interaction among CSFs, and efficient and well-structured payment mechanism and good governance provide most positive interaction; in dependent layer, population of beneficiaries is the most important CSF if considering the internship and interaction among CSFs, and public client’s satisfaction provides most positive interaction. Originality/value: This paper developed an evaluation model to explore the interrelationships of dimensions and factors and then determine the impact of CSFs. The model propose in this paper relaxes the independence assumptions of traditional methods and is more in line with reality; besides, weighting method is optimized to obtain more objective and reasonable evaluation results. Through an empirical study, the validity of the model has been verified; therefore, the study can help project stakeholders better understand the CSFs and further improve project performance. © 2018, Emerald Publishing Limited.";Engineering, Construction and Architectural Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053043775&doi=10.1108%2fECAM-05-2017-0083&partnerID=40&md5=1067375dc66798623eeb6b237683a80f
219;Wudhikarn R.;Improving the intellectual capital management approach using the hybrid decision method;2018;12;Purpose: The purpose of this paper is to propose a novel managerial approach for improving traditional intellectual capital (IC) management, and its other latter improved approaches, by integrating the comprehensive IC model with more reliable decision science methods, including the Delphi technique and the analytic network process. This proposed integration endeavors to resolve the issues of IC management related to intuitive decisions by executives and the lack of information regarding the relationships among the considered elements. Design/methodology/approach: The proposed method was applied to a real case study of a logistics organization. This application is expected to increase the IC study in this field since logistics is identified as an underdeveloped business in the field of IC management. In this study, the proposed method was used to identify the priorities of IC management of the firm. Findings: The obtained results showed that the method provides a new managerial approach to IC management by conveying the important weights and priorities of the major and minor IC elements of a logistics business. The obtained outcome also confirmed the results of past studies. Originality/value: This study provides a systematic and scientific decision framework that improves previous IC management approaches. This proposed method conveys a new management approach by including proper decision science methods with the comprehensive IC framework. This hybrid concept has not been explored by previous IC management approaches. © 2018, Emerald Publishing Limited.;Journal of Intellectual Capital;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048546275&doi=10.1108%2fJIC-07-2017-0088&partnerID=40&md5=6be2e0e91cb52b55dde668ff1f931710
220;Atta Mills E.F.E., Baafi M.A., Amowine N., Zeng K.;A hybrid grey MCDM approach for asset allocation: Evidence from China’s Shanghai stock exchange;2020;11;Asset allocation is a critical concern for any investor in the financial market. This paper aims to prioritize five randomly selected firms from the top ten stocks by market capitalization of the Shanghai Stock Exchange (SSE) by opting for adequate financial procedures and practical criteria under uncertain conditions. Decision makers want not only the ranking order of stocks but also capital proportions to be allocated. Therefore, this study uses a hybrid multi-criteria decision-making (MCDM) approach comprising of an integrated analytic network process (ANP) and decision making trial and evaluation laboratory (DEMATEL) in a grey environment for optimal portfolio selection to provide both ranking and weighting information for decision makers. Results indicate that return, financial ratios, dividends, and risk are causal criteria group, which are the most influential determinants for obtaining high benefits with regards to stock portfolio selection in SSE. The free float of stocks is the least influencing criterion among all identified criteria of stock portfolio selection of SSE. The Industrial and Commercial Bank of China Ltd. stocks have the highest allocated proportion with the highest priority shown by investors and can be described as a suitable alternative. The practical implications of this research are that the approach, when applied, highlights how the grey system theory minimizes the uncertainties in all stages of decision-making of portfolio selection. © 2020 The Author(s). Published by VGTU Press.;Journal of Business Economics and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85081255613&doi=10.3846%2fjbem.2020.11967&partnerID=40&md5=88179242591cf330fd63dc35d0b1f15c
221;Duman G.M., El-Sayed A., Kongar E., Gupta S.M.;An Intelligent Multiattribute Group Decision-Making Approach with Preference Elicitation for Performance Evaluation;2020;11;The concept of efficiency has always been and will continue to be important for competitive business environments where limited resources exist. Owing to the growing complexity of organizations and economy in general, this trend is expected to continue to remain a high priority for organizations. Continuous performance evaluations that utilize both qualitative and quantitative information play a significant role in sustaining efficient and effective business processes. Therefore, the literature offers a wide range of performance evaluation methodologies to assess the operational efficiency in various industries. Majority of these models, however, focus solely on quantitative criteria, avoiding the interrelations and dependencies between qualitative and quantitative measurements. Furthermore, these methodologies tend to utilize discrete and contemporary information eliminating historical performance data. With these motivations, this paper proposes an integrated approach combining fuzzy decision-making trial and evaluation laboratory (DEMATEL), analytic network process (ANP), and artificial neural network (ANN) methodologies for performance evaluation. In the proposed model, DEMATEL and ANP methodologies are utilized in a group decision-making concept to obtain priorities of the evaluation criteria. Following this, an ANN model is designed and trained with historical performance data collected from the organization and the results of the fuzzy DEMATEL-ANP model. The outcomes include the relational data among the criteria and alternatives used in the model in addition to their relative rankings. A food industry case study is presented to demonstrate the steps of the proposed model. © 1988-2012 IEEE.;IEEE Transactions on Engineering Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85088869305&doi=10.1109%2fTEM.2019.2900936&partnerID=40&md5=84b202a39edd76b69d5cf6d3b35dda12
222;Khademi N., Mohaymany A.S., Shahi J., Zerguini S.;An Algorithm for the Analytic Network Process (ANP) Structure Design;2012;11;The present paper delineates a three-step algorithm for the analytic network process (ANP) structure design. When defining the decision goal and the alternative set, one can use the three-step algorithm proposed in this paper, first, to specify the decision criteria, and second, to outline the structure of the ANP problem. To ease the process of ANP structure design, we present two novel data structures: the multiple-effect tree and the multiple-criteria tree. The multiple-effect tree helps explore the apparent consequences of a given event or state-known in this paper as the decision alternatives-whereas the multiple-criteria tree is considered the missing link between the multiple-effect tree and the ANP structure. Employing the approach presented in this paper will help detect any mistakes in the ANP structure design. A numerical example is provided in the final section of the paper to better articulate the ideas. © 2011 John Wiley & Sons, Ltd.;Journal of Multi-Criteria Decision Analysis;Out;Out;Out;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84896380604&doi=10.1002%2fmcda.485&partnerID=40&md5=a3b3866c4dc346b7e9d47eac5c586143
223;Lee Y.-H.;Navigating swot-fanp with gsm method to prioritize the strategic location;2015;11;This paper proposes a SWOT-FANP (strengths, weaknesses, opportunities, and threats – fuzzy analytic network process) analysis, together with the grand strategy matrix method (GSM) to deal with the multiple-criteria decision-making problem of location selection for a second tier city in China. This hybrid method can not only combine both qualitative and quantitative information and utilize fuzzy logic to eliminate vagueness, subjectivity, and imprecision, it can also clearly represents the competitive position of second-tier cities on a the quadrant coordinate to help an enterprise choose a strategy for development. To this end, I empirically chose a multinational pharmaceutical enterprise (MNE) as an illustrative example. The results reveal that Suzhou and Chongqing cities are in the best positions in the competition as a result of having external opportunities for development and internal competing strength. Moreover, the MNE could adopt a niche-focus strategy for the market by focusing on specific ailments to which people in Chinese communities are vulnerable to strengthen their competitive strengths. This study demonstrates and validates that such an enhanced methodology is viable and highly capable of providing enriched insights regarding strategic decision-making management in complex real-world situations. © 2015 Vilnius Gediminas Technical University (VGTU) Press.;Technological and Economic Development of Economy;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84957973255&doi=10.3846%2f20294913.2015.1004566&partnerID=40&md5=63f90a02f1acde2dc5d40c03645a4166
224;Lee Y.-H.;A fuzzy analytic network process approach to determining prospective competitive strategy in China: A case study for multinational biotech pharmaceutical enterprises [Fuzzy metodo taikymas nustatant konkurencingum? skatinan?ias strategijas, naudojamas kinijoje: Tarptautini? farmacijos kompanij? pavyzdžiu];2012;11;This study explores efforts to identify the most appropriate competitive strategy relative to multinational biotech pharmaceutical enterprises' strategy selection. The research uses the analytic network process (ANP) technique combining both qualitative and quantitative information to construct a hierarchical model involving interactions among various criteria for competitive strategy selection, and also introduces fuzzy logic to eliminate vagueness, subjectivity, and imprecision stemming from human judgment. The most important finding shows that the most suitable competitive strategy for multinational enterprises (MNEs) is innovative-focus strategy. Also, the weighted calculations present the three most important criteria affecting the competitive strategy of foreign direct investment (FDI): collaboration with local partners, governmental rules and regulations and high-quality research personnel with R & D capability. © 2012 Vilnius Gediminas Technical University (VGTU) Press Technika.;Journal of Business Economics and Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84863998893&doi=10.3846%2f16111699.2011.620165&partnerID=40&md5=7d0c14acd21e4f8be57e92315fd91893
225;Lin S.-H., Zhao X., Wu J., Liang F., Li J.-H., Lai R.-J., Hsieh J.-C., Tzeng G.-H.;An evaluation framework for developing green infrastructure by using a new hybrid multiple attribute decision-making model for promoting environmental sustainability;2021;11;With the expansion of urbanization caused by the growth of population and industrial activities, the urban/city and suburban areas are facing a variety of environmental threats. Although more research and urban policy has advocated and practiced the development of green infrastructure (GI) to support urban sustainable environment, the evaluation framework for the development of GI for promoting environmental sustainability is still insufficient. Moreover, the Analytic Hierarchy Process (AHP) commonly applied in published literature, makes an unrealistic assumption of independent relationships among dimensions/criteria in decision making for satisfying the real-world problem. Therefore, the purpose of this study is to construct the evaluation framework, including four dimensions and related ten criteria, using a new hybrid-modified multiple attribute decision-making (MADM) model for developing and improving the GI for promoting environmental sustainability. This MADM model is combined with three different methodologies of MADM, including the Decision-Making Trial and Evaluation Laboratory (DEMATEL) for constructing the influential network relation map (INRM) to explore the complex influential inter-relationships and DEMATEL based on Analytic Network Process (DANP) for determining the influential weights with the VIse Kriterijumska Optimizacija I Kompromisno Resenje (VIKOR) for evaluating and presenting improvement strategies for six different GIs. The empirical study indicates that DEMATEL and DANP Results suggest that decision-makers should pay more attention to the improvement of Design (D4) and Materials (D2) in terms of dimensions when utilizing the GI to promote environmental sustainability. Because these dimensions are enhanced, Species (D1) and Energy (D3) will be improved in synchronization. From the perspective of criteria, five are key core criteria and need to be focused on first: increasing the green coverage rate (B9), utilizing sustainable materials (B4), using ecological engineering (B8), shaping species biodiversity (B1), and reducing energy consumption (B5). Modified VIKOR reveals that “grass swales” are a comparatively better choice among six GIs for promoting environmental sustainability toward achieving the aspiration level. Therefore, this MADM model is beneficial to provide a more convincing assessment framework and improvement strategies for the development of GI for promoting environmental sustainability. As a result, these modified MADM models can be shown more conveniently and reasonably than traditional methods such as traditional AHP or ANP method. © 2020 Elsevier Ltd;Socio-Economic Planning Sciences;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090060856&doi=10.1016%2fj.seps.2020.100909&partnerID=40&md5=36bc5ed865b3ce3449f760bcb66e7283
226;Lin Y., Tseng M.-L., Chiu A.S.F., Wang R.;Implementation and performance evaluation of a firm's green supply chain management under uncertainty;2014;11;Evaluation of the implementation and performance of a firm's green supply chain management (GSCM) is an on-going process. Balanced scorecard is a multi-criteria evaluation concept that highlights implementation and performance measures. The literature on the framework is abundant literature but scarce on how to build a hierarchical framework under uncertainty with dependence relations. Hence, this study proposes a hybrid approach, which includes applied interpretive structural modeling to build a hierarchical structure and uses the analytic network process to analyze the dependence relations. Additionally, this study applies the fuzzy set theory to determine linguistic preferences. Twenty dependence criteria are evaluated for a GSCM implemented firm in Taiwan. The result shows that the financial aspect and life cycle assessment are the most important performance and weighted criteria. © 2014 KIIE.;Industrial Engineering and Management Systems;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84923274430&doi=10.7232%2fiems.2014.13.1.015&partnerID=40&md5=a9dbe58d36b5b331503b77dd5938e581
227;Ocampo L.A., Clark E.E., Tanudtanud K.V.G., Ocampo C.O.V., Impas C.G., Vergara V.G., Pastoril J.A., Tordillo J.A.S.;An integrated sustainable manufacturing strategy framework using fuzzy analytic network process;2015;11;This paper adopts a fuzzy analytic network process approach for developing a sustainable manufacturing strategy under the influence of stakeholders' interests. Frameworks developed in literature tend to structure manufacturing strategy in such a way that addresses market needs and expectations. As the move towards sustainability becomes highly pronounced, literature in domain manufacturing is developing approaches and initiatives that explore different facets of sustainability. However as this impetus becomes increasingly famous, manufacturing firms are faced with the challenge of integrating sustainability with the classical function of manufacturing, which is to support firms' competitive advantages. Thus, an inclusive approach would constitute a manufacturing strategy that would support not only sustainability but enhance the competitive strategy of a firm. In order to integrate these two objectives it is necessary to take into consideration the different stakeholders' interests as significant drivers towards sustainability. This work explores the significance of these interests when developing a manufacturing strategy using the proposed approach. In the proposed method, an analytic network process handles the complexity of the decision framework, and judgment elicitation during pairwise comparisons is described using linguistic variables with equivalent triangular fuzzy numbers. The proposed approach is useful when handling complexity and uncertainty especially in group decisionmaking. The content of the sustainable manufacturing strategy using a fuzzy analytic process is presented in this paper. ©2015 PEI, University of Maribor. All rights reserved.;Advances in Production Engineering and Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84964940613&doi=10.14743%2fapem2015.3.197&partnerID=40&md5=f9626b1f021f1586b58ae8322b9605c1
228;Upadhayay L., Vrat P.;An ANP based selective assembly approach incorporating Taguchi's quality loss function to improve quality of placements in technical institutions;2016;11;Purpose The performance of technical institutions in India is reflected through the level of campus placements. It is vital for them to have efficient, effective and robust placement policies. Selective assembly is a technique used in manufacturing industry in improving the quality of assemblies from relatively low-quality components. The purpose of this paper is to develop a methodology using selective assembly approach to improve the quality of placements of technical institutions in India. Design/methodology/approach The paper presents a conceptual model for campus placement process by integrating Selective Assembly, Taguchis quality loss function (QLF) and analytic network process (ANP). The data used in the study was taken through surveys and expert opinions. In this paper, for Selective Assembly the terminology, Selective Recruitment has been used at appropriate places in the context of technical education. Findings Selective matching of students skills done through ANP minimizes the total loss in terms of opportunity cost. Taguchis QLF concept was used to evaluate the total loss, in terms of opportunity cost, and to validate the superiority of selective assembly technique over the conventional selection process. Practical implications The paper outlines measures that can help policy makers to successfully implement the suggested methodology to improve the quality of placements. Originality/value The application of selective recruitment in the campus placement process is a unique feature in the area of technical education in India. The role of ANP in selective recruitment and assessment of the process through Taguchis QLF, illustrate the importance of integrated approach adopted in the selection process. © Emerald Group Publishing Limited.;TQM Journal;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84953316725&doi=10.1108%2fTQM-06-2014-0054&partnerID=40&md5=e0a5f0bc17883573d184a0b4009f2d6e
229;Alimohammadlou M., Bonyani A.;An integrated fuzzy model for resilient supplier selection;2018;10;"Nowadays, the business environment has provided causes of emerging a high level of uncertainty and turbulent behavior in supply chains. In most cases, suppliers are considered as the main sources of external risks which provide causes of emerging wide levels of disruptions in supply chains; therefore, choosing the appropriate and also resilient suppliers can greatly reduce purchasing costs and delay times and also increase the ability to maintain business in the case of disruption, competitiveness of the company and satisfaction of customers. This study is aimed to identify and investigate the attributes for evaluating the suppliers' resilience from the two aspects, the importance and effectiveness of choosing the resilient suppliers in Iran electronic industries. In this regard, screening, dematel, analytic network process and goal programming have been used that they were performed in the fuzzy environment due to the uncertainty of the nature of all studies. Results showed that some attributes including, human resource management, visibility, and financial strength are the most influential factors. In terms of importance, agility, adaptability, and vulnerability are also the most important factors. At the end, while presenting a case study of the industry and applying goal programming, the ability of the proposed combined model in solving the real-world problems is shown. © ExcelingTech Pub, UK.";International Journal of Supply Chain Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060881797&partnerID=40&md5=4b27421bc6f0dda8981476a337bd1e65
230;Andy L., Lee R.-Y., Tzeng G.-H.;Characteristics of professional scuba dive guides;2014;10;Because of the increasing number of scuba divers worldwide, satisfaction and safety issues are crucial for success in the tourism industry. This study established characteristics of scuba diving guides to achieve diver safety along with the environmental impact concerns related to this activity. A hybrid MCDM model was used to address dependent relationships among a set of criteria. Preferences of divers towards dive guides can be calculated using ANP and DEMATEL to determine the relative weights of each criterion. The result shows that diving skill is the crucial factor for professional dive guides, including the skill in leading dives and managing problems. © 2014 Cognizant Comm. Corp.;Tourism in Marine Environments;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84908394215&doi=10.3727%2f154427314X14056884441824&partnerID=40&md5=b3201047319d456b325046fc23ba4238
231;Jeon J., Kim J., Park Y., Lee H.;An analytic network process approach to partner selection for acquisition and development;2017;10;To cope with rapid technological change and the increasing R&D costs during a period of decreasing technology and product life cycles, acquisition and development (A&D) has been suggested to be an important method for high-tech firms to achieve higher economic returns. However, few studies have examined the operational problems of choosing a compatible A&D candidate from a pool of potential A&D candidates. To address this limitation, this study proposes an approach based on the analytic network process (ANP) to rank a set of potential A&D candidates within a multivariate set of attributes systematically. A total of 25 criteria were identified and used to construct the ANP model in which the final selection is based on the resulting priorities assigned to the A&D candidates. A case study of a semiconductor manufacturing company was conducted to illustrate the application of the proposed approach. The results indicated that the proposed ANP method can aid in A&D decision-making problems systematically. © 2016 Informa UK Limited, trading as Taylor & Francis Group.;Technology Analysis and Strategic Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84991038743&doi=10.1080%2f09537325.2016.1241873&partnerID=40&md5=55614782ea6631c3fc008946525c5bf1
232;Joshi K., Singh K.N., Kumar S.;Two-sided supplier-manufacturer selection in BTO supply chain;2012;10;PurposeThe purpose of this paper is to demonstrate a newly developed integrated multi-criteria decision method (MCDM) with two-sided preferences or selection scenario in build-to-order supply chains so as to explore the future applications like supplier parks. Design/methodology/approachThe current state of the consolidation scenario of original equipment manufacturers (OEMs) and suppliers is presented and build-to-order imperativeness in the case of a supplier park is highlighted. These motivations guided the need for development of a new technique in two-sided selection scenario. The MCDM technique, like analytical network process (ANP), is integrated with a mutual compatibility index. A hypothetical example is presented to demonstrate the proposed methodology. FindingsThe newly developed integrated methodology helps the decision maker to incorporate both sided preferences in the final supplier-manufacturer selection. Originality/valueThis paper allows the reader to understand the build-to-order supply chain and supplier park situation. The emerging trends in the automobile sector in India are also highlighted. This new integrated technique certainly adds value to the decision maker in today's competitive world. © 2012, Emerald Group Publishing Limited.;Journal of Modelling in Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84914100972&doi=10.1108%2f17465661211283269&partnerID=40&md5=459784534dd3ab48a4e36ca0a43c64cc
233;Jun S., Lee D., Park J.;Determining business models in bottom-of-the-pyramid markets;2013;10;Purpose - This paper aims to develop a multi-criteria approach for determining business models in bottom-of-the-pyramid (BOP) markets. Design/methodology/approach - Analytic network process (ANP) was employed to construct a decision-making model of quantitative and qualitative factors relevant to BOP markets. Alternatives can be evaluated, respectively, and further business implications can be delivered to decision makers through continuous improvement of the model. Findings - ANP is a tool that can address the interdependencies among decision elements and alternatives in the BOP markets. Moreover, it can be employed in structural analysis of the network of relationships among the selection criteria. Practical implications - Decision makers can make more informed decisions by using the proposed approach, which is targeted toward BOP customers. This approach also overcomes the flaws of previous approaches. Social implications - The successful selection of business models for BOP markets can change how multinational companies think about BOP consumers, allowing the poor to be perceived as value-demanding customers. In addition, if multinational companies create new local business models, the quality of life of the poor could be improved. Originality/value - The consideration of interdependencies among the criteria relevant to the selection of successful business models in BOP markets is a novel conceptual contribution. Copyright © 2013 Emerald Group Publishing Limited. All rights reserved.;Industrial Management and Data Systems;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84883292894&doi=10.1108%2fIMDS-02-2013-0060&partnerID=40&md5=910926714afe83e0c356881c90d46a30
234;Keramati A., Ahmadizadeh-Tourzani N., Nazari-Shirkouhi S., Teshnizi E.S., Ashjari B.;A QFD-ANP methodology for supplier selection under perspective of requirements in automotive industry;2014;10;The supplier selection is a multi-criteria decision making problem. The supplier selection problem considers massive and strategically important costs for companies. In the present paper, cost factors for supplier selection are considered through the quality function deployment-analytic network process (QFD-ANP) methodology. This integrated approach classifies criteria into two categories customers' needs and engineering requirements. Customers needs' degree of importance and engineering requirements' degree of importance are calculated through the ANP methodology and the QFD relationship matrix, respectively. It might be possible to consider the amounts of costs and objective factor measure (OFM) concurrently using a mathematical model. A case study has been conducted in a reputable automotive company. The results show that the integrated QFD-ANP methodology is an effective method in the supplier selection problem within companies. Copyright © 2014 Inderscience Enterprises Ltd.;International Journal of Productivity and Quality Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84908500667&doi=10.1504%2fIJPQM.2014.065560&partnerID=40&md5=c7617268e0117446a6bc5aa26d7120c6
235;Kurian M.C., P.R S., V.R P.;Maintenance strategy selection in a cement industry using analytic network process;2020;10;Purpose: The purpose of this paper is to demonstrate the application of analytic network process (ANP) as a methodology to make multiple criteria decision in selecting the most appropriate maintenance strategy for organizations with critical manufacturing requirements. Design/methodology/approach: Maintenance strategy selection problems are multiple criteria decision making (MCDM) problems which consist of many qualitative and quantitative characteristics. For solving MCDM problems, the ANP is highly recommended as it considers the interdependent influences among and between the various levels of decision attributes. In this research paper, the ANP method is used to select the optimum maintenance strategy in a cement industry in India. Findings: The ANP method can be used as an effective tool for the evaluation of possible alternatives in maintenance strategy decision problems by considering the dependency among the strategic factors. Research limitations/implications: As illustrated in this paper, ANP method can also be used in other industries for adopting the optimum maintenance strategy to enhance the business performance by decreasing the losses associated with equipment effectiveness. Practical implications: The major contribution of this research is the successful development of the comprehensive ANP model for the cement plant. ANP model incorporates diversified variables of the cement plant supply chain and includes their interdependencies. The proposed ANP model in this paper, not only guides the decision makers in the selection of the best services but also enables them to visualize the impact of various criteria in the arrival of the final solution. Social implications: The model can be extended to certain other manufacturing sectors as the future scope of research and may assist in obtaining a clear idea regarding the status of current maintenance strategies. It should be carried out with a larger number of firms in India focusing on small and medium firms to confirm these results and reinforce their applicability to these kinds of firms. Studies of such a nature would help in identifying successful organizational factors or successful maintenance practices that lead to superior performance. Originality/value: This paper explores the value of implementing ANP as a decision making method in maintenance strategy, which is currently not a prevalent method. © 2019, Emerald Publishing Limited.;Journal of Quality in Maintenance Engineering;Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075157010&doi=10.1108%2fJQME-07-2017-0048&partnerID=40&md5=5b9b22406713f424da6f017fa608c999
236;Lee S.-F., Lee W.-S.;Promoting the quality of hospital service for children with developmental delays;2013;10;Quality of hospital services is the spotlight that the public are concerned with. This research established an objective and quality index of physical therapies to systematically analyse and propose an innovation strategy for hospital services. This research was to launch the critical index and to investigate the relationship and relative weight of its importance. Analytic network process and Decision Making Trial and Evaluation Laboratory were adopted. The result showed experts from different groups universally identified the 'function-oriented therapeutic goal' as most important. The result indicates that hospitals enforce 'regular satisfaction survey of the patients', continuously monitor 'index of patient safety', which is 'function-oriented therapeutic goal' to promote quality of physical therapies in children with developmental delays. © 2013 © 2013 Taylor & Francis.;Service Industries Journal;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84890424620&doi=10.1080%2f02642069.2011.635788&partnerID=40&md5=661410ecd533f8d082b842a26b31d971
237;Liao C.-N., Lin C.-H., Fu Y.-K.;Integrative model for the selection of a new product launch strategy, based on ANP, TOPSIS and MCGP: a case study;2016;10;New product launch strategy is a key competitive advantage for a new product development. A new product launch is a multiple criteria decision-making problem, which involves evaluating different criteria or attributes in a strategy selection process. The purpose of this paper is to develop a qualitative and quantitative approach for the selection of a new product launch strategy. The current study proposes an integrated approach, integrating analytic network process, the technique for order preference by similarity to an ideal solution and multi-choice goal programming, which can be used to determine the best launch strategy for marketing problems. The advantage of this integrated method is that it enables the consideration of both tangible (qualitative) and intangible (quantitative) criteria as well as both “more/higher is better” (e.g., benefit criteria) and “less/lower is better” (e.g., cost criteria) in the launch strategy of a new product selection problem. To show the practicality and usefulness of this method, an empirical example of a watch company is demonstrated. © 2016 Vilnius Gediminas Technical University (VGTU) Press.;Technological and Economic Development of Economy;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946423657&doi=10.3846%2f20294913.2015.1074951&partnerID=40&md5=f1dea3af4bc95eb2dc9f7bd99b96163d
238;Lin S.-H., Wang D., Huang X., Zhao X., Hsieh J.-C., Tzeng G.-H., Li J.-H., Chen J.-T.;A multi-attribute decision-making model for improving inefficient industrial parks;2021;10;"Although certain countries have proposed revitalization to address the issue of inefficient industrial parks in recent years, there is little research exploring the causes of inefficient industrial parks—although this would help in formulating improvement strategies and further resource allocation. This study presents an evaluation framework for the causes of inefficient urban industrial parks based on a novel hybrid modified multi-attribute decision-making model in real cases, which includes three dimensions and 10 criteria. Two cases of “industrial parks designated by urban planning” in Taiwan were examined. The results of the Decision-Making Trial and Evaluation Laboratory (DEMATEL) and the DEMATEL technique based on the basic concept of the analytic network process indicated that the parcel dimension (A1) and policy dimension (A3) had more influence on causing inefficiency in industrial parks. The criteria with bigger impact were “property rights (B1),” “size and shape (B2),” “location (B3),” “planning and development mechanisms (B8),” “management mechanisms (B9),” and “spatial planning policy for industry (B10).” The modified Vlse Kriterijumska Optimizacija I Kompromisno Resenje (VIKOR) revealed that policy dimension (A3) and its criteria have relatively poor performance in two cases; solving the policy dimension is the most critical strategy for IPDUP. This presented decision-making model not only identifies the key causes of the inefficient industrial park and further improvements to it, but also provides a direction for evaluating, planning, and developing sustainable industrial parks. © 2020, Springer Nature B.V.";Environment, Development and Sustainability;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85079782165&doi=10.1007%2fs10668-020-00613-4&partnerID=40&md5=b9d38981275dee090e8531f2b74edcff
239;Pourjavad E., Shirouyehzad H.;Analysing maintenance strategies by FANP considering RAM criteria: A case study;2014;10;Adopting the most suitable maintenance strategy is one of the main challenges that maintenance managers face. The main purpose of this paper is to propose a new approach to evaluate maintenance strategies. In this study, three criteria called reliability, availability and maintainability (RAM) have been employed to compare maintenance strategies. Considering interactive effects of criteria and alternatives and interdependence of criteria, the analytic network process (ANP) is suitable for comparison. Furthermore, in some cases, due to the ambiguity and uncertainty on the judgements of a decision-maker, the crisp pair-wise comparison in the formal ANP is inadequate and imprecise to capture the right judgements of the decision maker. Therefore, a fuzzy logic is presented in the pair-wise comparison of ANP to make up for this shortage in the formal ANP, and is called as fuzzy ANP. In short, in this paper, a fuzzy ANP-based approach is proposed to evaluate maintenance strategies. The proposed method has been employed to evaluate maintenance strategies for one category of equipments in Chadormalu Mining-Industry Company, according to three RAM criteria. CBM has been selected as the most suitable strategy. © 2014 Inderscience Enterprises Ltd.;International Journal of Logistics Systems and Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84903439194&doi=10.1504%2fIJLSM.2014.062818&partnerID=40&md5=7eb60b914e22c75ea6ea534139d4fc76
240;Shen Y.-C., Lin G.T.R., Tzeng G.-H.;A novel multi-criteria decision-making combining Decision Making Trial and Evaluation Laboratory technique for technology evaluation;2012;10;Purpose: This study aims to propose a hybrid technology evaluation process integrating the Decision Making Trial and Evaluation Laboratory (DEMATEL) technique and the analytic network process (ANP) with novel MCDM method for the organic light emitting diode (OLED) technology evaluation. The DEMATEL is used to detect and build the complex network relationship map (NRM) among dimensions/criteria. The ANP is employed to conduct the dependence and feedback among criteria and to decide the relative weights of the criteria by super-matrix. The combination of DEMATEL technique and ANP with novel MCDM method is used to perform for constructing a technology evaluation structure. Design/methodology/approach: This study proposes a hybrid approach integrating the DEMATEL and the ANP to construct a technology evaluation and decision-making model for OLED. Taiwan is a research base in this study. This is for the purpose of offering an example as to how a technology firm or even a country can evaluate or position certain emerging technology in the process of resource investment decision-making. Findings: This study suggests a hybrid technology evaluation approach integrating the DEMATEL technique and the ANP approach. When policy makers and R&D planners design R&D programs in emerging technology fields, the authors' proposed model can help to assess whether it is worth investing in the expected technology or not, for all concerned. Besides, using Taiwan's OLED as an example, this study has generated a conclusion comprising several strategic suggestions and managerial implications. Originality/value: The whole approach developed by this study can serve as a reference to construct an evaluation framework to evaluate other technology fields in order to propose some guidance for R&D planning or strategy making in the industry applied the aimed technology. The weights distributed to the prospects and the problems can also serve as a reference of whether the R&D investment in the new technology is worthwhile for all concerned. Future research can adopt the approach proposed in this study to evaluate the worth of R&D investment in other targeted technologies. © Emerald Group Publishing Limited.;Foresight;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84859899591&doi=10.1108%2f14636681211222410&partnerID=40&md5=f744ce538e0373e31098aad812aa42ea
241;Šimelyt? A., Peleckis K., Korsakien? R.;Analytical network process based on BOCR analysis as an approach for designing a foreign direct investment policy;2014;10;Abstract: Foreign direct investment is significantly important for the emerging market countries or countries in transition. Scientific literature provides plenty of evidence that FDI may have both negative and positive influence on economic growth. However, research proves that just specific type of FDI may bring benefit to the host country. Thus, a targeted FDI policy is essential for directing foreign capital into problematic business areas or regions. The goal of the article is to propose a complex targeted FDI policy, the employment of which would give benefits to the host country and achieve its strategic goals. Benefit-opportunities-costs-risks analysis and analytic network process method are used for the empirical research. Final results reveal that Lithuania, attracting FDI into research and development area, gains great benefits and exploits opportunities. At the same time, the highest costs might be generated while implementing a FDI policy in this area. A FDI policy towards service sectors would cause the least amount of risks. These results are significant for academics as the basis for further research, and decisions-makers as guidance for the development of the national FDI policy. © 2014 Vilnius Gediminas Technical University (VGTU) Press.;Journal of Business Economics and Management;Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84925936470&doi=10.3846%2f16111699.2014.976836&partnerID=40&md5=dbacfc38b88366598bd7053bd1d84bcd
242;Tavana M., Mousavi N., Golara S.;A fuzzy-QFD approach to balanced scorecard using an analytic network process;2013;10;"The balanced scorecard (BSC) is a strategic management method that links performance measurement to vision and strategies using a multidimensional set of financial and non-financial performance metrics. Although several studies have combined the BSC method with multi-criteria decision analysis methodologies, most of the research efforts do not consider the essentials of strategic and performance management in a systematic and holistic framework capable of handling imprecision and vagueness. The purpose of this study is to present a novel approach for structuring and prioritising the performance measures in the BSC method. The contribution of the proposed approach is fivefold: 1) we use the quality function deployment (QFD) technique to create a linkage between the BSC perspectives; 2) we use the analytic network process (ANP) technique to consider the interactions between the performance measures in each BSC perspective; 3) we integrate the QFD and the ANP techniques to help decision makers understand the relations between the performance measures in different perspectives and the correlations among the performance measures in the same perspective; 4) we handle the vagueness and ambiguity in decision makers' judgements with the fuzzy set theory; 5) we present a case study to demonstrate the applicability of the proposed approach and exhibit the efficacy of the procedures. Copyright © 2013 Inderscience Enterprises Ltd.";International Journal of Information and Decision Sciences;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84893081751&doi=10.1504%2fIJIDS.2013.058289&partnerID=40&md5=21fc163fd4832ae727ec4064d6bdff96
243;Al-Refaie A., Sy E., Rawabdeh I., Alaween W.;Integration of SWOT and ANP for effective strategic planning in the cosmetic industry;2016;9;Typically, the decision making processes in cosmetics firms are greatly affect-ed by internal and external factors, which as a result affect firms' success. In this research, the Strengths, Weakness, Opportunities, and Threat (SWOT) analysis was used to identify those factors that affect a cosmetics firm's success and consequently lists the feasible strategy alternatives. The analytic network process (ANP) was adopted for calculating the relative importance for each SWOT factors and sub-factors, while taking into consideration the dependency among SWOT factors, as well as among sub-factors. Utilizing the importance values in the super-matrix, the most preferred strategy in a cosmetic industry is identified, which is to open-up new markets on European market. In conclusion, the SWOT and ANP integration may provide great assistance to strategic planners in determining the best strategy alternative that fulfils the firm's desired objectives. © 2016 PEI, University of Maribor. All rights reserved.;Advances in Production Engineering and Management;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84969920188&doi=10.14743%2fapem2016.1.209&partnerID=40&md5=31a306a9b77318bd6e5f599ca35bae91
244;Choi C.-R., Jeong H.-Y.;Quality evaluation and best service choice for cloud computing based on user preference and weights of attributes using the analytic network process;2014;9;The quality offered by cloud computing services is becoming an issue of the utmost priority and, regardless of the cloud delivery models, the adoption of cloud services will depend on having the capability to ensure quality of service to the users. However, studies to find and select cloud computing services according to their service quality are still in their infancy. Here, we propose a system that calculates the priority weights for each quality attribute according to the quality preference of a user and the interrelation analysis results between the attributes, and reflects the weights in selecting the cloud computing service. To calculate the quality preference of the user, we applied a pairwise comparison matrix and an eigenvector of the matrix. Through the proposed system, users can easily perform the process of calculating the weights and selecting the best services according to their quality preference. The simulation results show that the weights of the quality attributes and the quality score ranking of the sample cloud computing services vary according to users’ preferences and interrelations between attributes. © 2014, Springer Science+Business Media New York.;Electronic Commerce Research;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84916878024&doi=10.1007%2fs10660-014-9156-1&partnerID=40&md5=13b696173f77ba7cbc1377ce42422c0c
245;Durucu M., Isik M., Calisir F.;What is more important to internet banking website users: Usability or functionality?;2019;9;Unlike in the past, the emerging trend is to provide online services due to the developments over the course of years. Online presence becomes the most significant factor of competitiveness. At this peak, firms try to infer the dynamics that increase customers' acceptance of these services. The present study aims to identify the complex relationships among the various factors of usability and functionality. Analytic network process (ANP) was selected by the merit of its interdependence perspective to see the comparative effects of usability and functionality factors on internet banking (IB) website selection. The information gathered through two questionnaires that conducted for Is bank and Yapi Kredi Bank IB website users. The findings reveal that customers give higher priority to usability and usability-related factors, namely navigation and interaction rather than functionality. Another point worth mentioning is that information provision and security also prepossess the customer preference. Copyright © 2019 Inderscience Enterprises Ltd.;International Journal of Business Information Systems;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060824170&doi=10.1504%2fIJBIS.2019.097536&partnerID=40&md5=98168660117b76036805e59cb0de4107
246;Hu H.Y., Chiu S.-I., Yen T.-M., Cheng C.-C.;Assessment of supplier quality performance of computer manufacturing industry by using ANP and DEMATEL;2015;9;Findings - The results recommended that the improvement item of supplier A shall focus on design and quality conformance. The recommended improvement item and order for supplier B is design, delivery reliability and delivery speed. This study established ANP and DEMATEL evaluation models, and expanded the application field in the supplier performance evaluation.Originality/value - The ANP model is used to calculate the importance of the evaluation criteria, and the DEMATEL method is introduced to consider the impact of the casual relationship of evaluation items and to adjust the importance of the evaluation item, and to solve the complex and difficult practical causation issue.Purpose - The purpose of this paper is to establish an integrated model of Analytic Network Process (ANP) and Decision-Making Trial and Evaluation Laboratory (DEMATEL), to assist enterprises to process supplier quality performance rating and comparison and find the core improvement direction to create the value of all supply chain members.Design/methodology/approach - This study used the integrated model to process supplier quality performance rating and comparison, which not only improved the order-winners and qualifiers and continued to increase supplier quality performance, but resolved the complex and difficult cause-effect relation issue to find out core improvement items. The cases of Taiwanese industrial computer manufacturers were used to describe the application and benefits of this methodology. © Emerald Group Publishing Limited.;TQM Journal;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84920418949&doi=10.1108%2fTQM-11-2012-0091&partnerID=40&md5=fed512687c27bde30ce2200d266a692a
247;Khazaei Pool J., Arabzad S.M., Asian S., Fahimi M., Verij Kazemi R.;Employing fuzzy ANP for ranking the personality of international brands in the sports shoe industry;2018;9;Purpose: This paper aims to provide a quantitative basis to analytically determine the ranking of the brand personality of Adidas, Asics, Nike, Puma and Saucony brands among Iranian customers via a conventional multi-criteria decision-making (MCDM) method. Design/methodology/approach: Data for determining the importance of evaluation criteria and ranking of brands are gathered by means of distributing questionnaires among a group of Iranian customers of sport shoes, as well as some industrial experts. The fuzzy analytic network process (FANP) was used to rank the brands with regard to dependencies between criteria and alternatives. Findings: The results indicate that FANP is a capable method which provides invaluable insights for strategic marketing decisions in the sport product industry. Results show Adidas has the best performance in the sports shoe market compared to the other four brands. In this study, it was found that expertise sophistication was the most important criterion among Aaker’s five main criteria. Originality/value: The value of this paper is applying FANP decision-making method for ranking sport shoe brands. This method has not been commonly used in the area of marketing, hence it is added to the pool of techniques used in ranking brands. In addition, evaluation and ranking of brands can be very useful for both academic research and practice. Researchers can benchmark the competences of each brand through evaluating them, and industrialists can extract the competitive advantages of the selected brands. © 2018, Emerald Publishing Limited.;Journal of Modelling in Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85042349446&doi=10.1108%2fJM2-02-2016-0009&partnerID=40&md5=aa97acf8bee3668ade9b605c435ba101
248;Kim S.Y., Nguyen M.V., Dao T.T.N.;Prioritizing complexity using fuzzy DANP: case study of international development projects;2020;9;Purpose: This paper aims to propose a comprehensive framework for prioritizing complexity criteria. The framework was validated by applying in infrastructure international development (ID) project as a case study. Design/methodology/approach: A literature review highlighted the limitations of existing complexity prioritization methods. Then, a combination of the fuzzy decision-making trial and evaluation laboratory (DEMATEL) and fuzzy analytic network process (ANP) was employed as a foundation to develop a three-stage complexity prioritization framework. Focus group discussion and questionnaire surveys were used to practically test the framework in the infrastructure ID projects. Findings: The three-stage complexity prioritization framework was validated to be reliable and feasible. The findings showed ability of consultants, scope uncertainties, site compensation and clearance, communication between stakeholders, administrative procedure and project duration were the most significant complexity criteria of ID projects in the Vietnamese context. Practical implications: The framework is a robust tool that enables the researchers to grasp the interaction of complexity criteria for complexity prioritization. Later studies can apply the proposed framework, with some minor revisions, to assess the interaction of criteria in other research topics in, and beyond, project complexity. Results of the case study suggest project stakeholders focusing on complex interactions among criteria to reduce project complexity. Originality/value: This study contributes to the body of knowledge by providing a comprehensive complexity prioritization framework that grasps the interrelationship of complexity criteria. For stakeholders of ID projects, the findings provide insightful perspectives to understand complexity, which can help to enhance project performance. © 2020, Emerald Publishing Limited.;Engineering, Construction and Architectural Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089151328&doi=10.1108%2fECAM-04-2020-0265&partnerID=40&md5=7a057a4192064af6b3069a626346715d
249;Ravasan A.Z., Mansouri T.;A fuzzy ANP based weighted RFM model for customer segmentation in auto insurance sector;2015;9;"Data mining has a tremendous contribution for researchers to extract the hidden knowledge and information which have been inherited in the raw data. This study has proposed a brand new and practical fuzzy analytic network process (FANP) based weighted RFM (Recency, Frequency, Monetary value) model for application in K-means algorithm for auto insurance customers' segmentation. The developed methodology has been implemented for a private auto insurance company in Iran which classified customers into four ""best"", ""new"", ""risky"", and ""uncertain"" patterns. Then, association rules among auto insurance services in two most valuable customer segments including ""best"" and ""risky"" patterns are discovered and proposed. Finally, some marketing strategies based on the research results are proposed. The authors believe the result of this paper can provide a noticeable capability to the insurer company in order to assess its customers' loyalty in marketing strategy. Copyright © 2015, IGI Global.";International Journal of Information Systems in the Service Sector;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84923115218&doi=10.4018%2fijisss.2015040105&partnerID=40&md5=41101a147d0d2e0ec8faffa07ba611cf
250;Saki P., Ebrahimnejad S.;An integrated approach for measuring the performance of suppliers in the pharmaceutical industry: A case study;2015;9;"In analysing an organisation, performance measurement plays a key role in ensuring the success of the organisation and improvement its activities; such an evaluation can be carried out through organisation efficiency evaluation. The aim of this study is to evaluate the performance of pharmaceutical suppliers. Therefore, an integrated methodology was proposed which is supported by three different techniques. In the first phase, eight sub-criteria were grouped in four main criteria of BOCR, then the relationship between the main criteria was identified using DEMATEL technique. In the second phase, the sub-criteria were weighted by fuzzy ANP. In the third phase, the criteria weights from the previous phase were entered into a DEA model as restriction and the efficiency of the decision-making units (DMUS) were evaluated. Also, the efficient units were ranked using Andersen and Petersen technique. A case study of the present research was examined in 15 DMUS from the pharmaceutical industry, and the computational results indicated that units 1, 3, 4, 10, 11 and 15 were efficient units, among which unit 11 was the most efficient. Copyright © 2015 Inderscience Enterprises Ltd.";International Journal of Logistics Systems and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84944386180&doi=10.1504%2fIJLSM.2015.072283&partnerID=40&md5=8597ec0b488be2ca2b3179cfab9355c3
251;Wang D., Li K., Fang S.;Analyzing the factors influencing trust in a construction project: Evidence from a Sino-German eco-park in China;2018;9;Trust is regarded as a critical feature and a central mechanism in business transactions, especially in the Chinese guanxi network. In this context, the major objective of this research is to explore the key factors influencing trust in different stages of a construction project from the perspectives of owners and consultants involved in a Sino-German eco-park in China. The analytic network process (ANP) was employed to assess which factors are most closely related to trust and to establish four models to meet the objective of this study. According to the ANP results, trust is strongly influenced by factors that are associated with the mutual interests between owners and consultants. In addition, there are certain differences in the priority of the factors influencing initial trust between owners and consultants, but these gaps gradually decrease over time. The weight of guanxi also decreases over time, and the owners’ and consultants’ guanxi transforms from out-group to in-group focused. © 2018 The Author(s).;Journal of Civil Engineering and Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85055326977&doi=10.3846%2fjcem.2018.3069&partnerID=40&md5=da37aa323e835ecdc4877eb81bf46ba9
252;Amoozad Mahdiraji H., Beheshti M., Jafari-Sadeghi V., Garcia-Perez A.;What drives inter-organisational knowledge management? The cause and effect analysis using a multi-layer multi-criteria decision-making framework;2021;8;Purpose: Knowledge management seeks collaborative practices among organisations to generate technical, adapt and share knowledge to obtain a sustainable competitive advantage in cross-border business activities. This paper aims to disentangle the crucial determinants of knowledge management in inter-organisational arrangements settings. Design/methodology/approach: In the first stage, after an in-depth literature review, the main knowledge management drivers are identified. In the second stage, based on the identified drivers, the importance and relationship between the drivers are evaluated by expert opinions from academic and executive activists. Eventually, in the last stage, a multi-layer decision-making approach has been proposed and used to determine the relationship and the importance of the drivers. Findings: The findings of this paper assess the ranking of the different elements from experts’ opinions and discuss important theoretical and managerial implications. The influential factors were identified through an extensive literature review, which combined with the views of experts from academia and industry (international firms). Furthermore, the ranking of factors based on the experts’ overall opinion was used to discuss theoretical and managerial contributions. Originality/value: This research provides a better understanding of the interrelationships between the key drivers of knowledge management, which helps management draw more effective strategies to address the cultural differences between firms. Moreover, understanding of the importance of the systems and structures that define the nature of the collaboration in inter-organisational settings, as well as the risks related to those are presented in this research. © 2021, Emerald Publishing Limited.;Journal of Knowledge Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119655576&doi=10.1108%2fJKM-05-2021-0394&partnerID=40&md5=0887e3804cc90955deabb28c9b37b44d
253;Aya? Z., Yücekaya A.;A fuzzy ANP-based GRA approach to evaluate ERP packages;2019;8;One of the major problems that most companies face with during the implementation of an ERP system is to determine the best satisfying ERP software based on their needs and expectations. Because an improperly selected ERP software might lead to time loss and increased costs, and in the long run, a loss of market share. Therefore, the ERP evaluation process for companies becomes to a vital point. On the other hand, evaluating ERP software alternatives under a set of criteria leads us to a multiple-criteria decision making (MCDM) problem, and needs to use proper MCDM methods. In the current literature, a number of the MCDM methods have been proposed to solve these kinds of problems, both of which are the analytic network process (ANP) of Saaty, and grey relational analysis (GRA) which has been widely used in solving MCDM selection problems in various fields. Moreover, in this article, the authors used the fuzzy extension of the ANP method to reflect the uncertainty and ambiguity of decision maker(s) into problem in order to reach more reliable solution. As the fuzzy ANP method was used to calculate the priority weights of the evaluation criteria, the GRA method with fuzzy interval-values was employed to rank a set of the possible ERP software alternatives. The proposed approach was also validated in a case study to show its applicability to potential readers and practitioners. Copyright © 2019, IGI Global. Copying or distributing in print or electronic forms without written permission of IGI Global is prohibited.;International Journal of Enterprise Information Systems;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85059507519&doi=10.4018%2fIJEIS.2019010103&partnerID=40&md5=ae47010b8d9fd5e5a97d31ade2cd14e8
254;Chiang Y.-C., Lei H.-Y.;Using expert decision-making to establish indicators of urban friendliness for walking environments: A multidisciplinary assessment;2016;8;"Background: Numerous studies have suggested that friendly walking environments positively affect physical activity and health. Creating friendly walking environments in urban areas is a complex and wide-ranging topic, and no study has yet established a set of assessment indicators by drawing on the expertise of various disciplines. This study uses a multiple-criteria decision-making technique to elucidate the environmental factors that affect the friendliness of the walking environment. Methods: We conducted a two-phase expert questionnaire survey. Experts from the government sector, as well as the academic disciplines of urban planning, transportation, architecture, and landscape design, were recruited to establish a set of walking environment indicators; the degrees of importance assigned to these indicators by the experts were subsequently compared. In phase 1, the fuzzy Delphi method was used by 20 experts, whose responses were used to identify four dimensions and 22 indicators. In phase 2, an analytical network process approach was performed by 16 experts to determine the weights of the dimensions and indicators. Results: The results revealed that all of the experts ranked the four dimensions in the order of safety > facilities > aesthetics > land use mix. Of the 22 indicators, land use-diversity, land use-access, sidewalk width, sidewalk continuity, and cleanliness were considered the most important. Conclusions: The results provide a reference for the management of walking environments by promoting pedestrian-oriented environments and public health. © 2016 The Author(s).";International Journal of Health Geographics;Non-Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84996502495&doi=10.1186%2fs12942-016-0071-7&partnerID=40&md5=7e7ee6abad0dcc14df4cf53354f780bc
255;Deepu T.S., Ravi V.;An integrated ANP–QFD approach for prioritization of customer and design requirements for digitalization in an electronic supply chain;2020;8;Purpose: Supply chain efficiency can be enhanced by integrating the activities in supply chain through digitalization. Advancements in digital technologies has facilitated in designing robust and dynamic supply chain by bringing in efficiency, transparency and reduction in lead times. This research tries to identify and prioritize the customer requirements and design requirements for effective integration of supply chain through digitalization. Design/methodology/approach: The key nine customer requirements and 16 design requirements applicable for an electronics company were shortlisted in consultation with the experts from the company and academia. An integrated analytic network process (ANP) and quality function deployment (QFD) methodology has been applied for prioritizing the customer and design requirements. The relative importance and interdependence of these requirements were identified and a House of Quality (HOQ) is constructed. Findings: The HOQ constructed has prioritized and identified interrelationships among customer requirements and design requirements for effective supply chain digitalization. These findings could be effectively used by managers for planning the objectives on long-term, medium-term and short-term basis. Originality/value: This study tries to bridge the gap of identifying and prioritizing the design and customer requirements for effective supply chain integration through digitalization. The results could aid practicing managers and academicians in decision-making on supply chain digitalization process. © 2020, Emerald Publishing Limited.;Benchmarking;;;;
256;Esbouei S.K., Ghadikolaei A.S., Antucheviciene J.;Using FANP and fuzzy VIKOR for ranking manufacturing companies based on their financial performance;2014;8;"In the current study a hybrid approach is proposed for financial performance evaluation of manufacturing companies. With respect to inner dependence between financial measures, an analytic structure based on the accounting measures and economic value measures is proposed. Also, based on a type of initial information, it is proposed to evaluate financial performance of companies by applying MCDM (Multiple Criteria Decision Making) methods under fuzzy environment. In this approach Fuzzy Analytic Network Process (FANP) is applied to determine relative significances of multiple criteria used in accounting measures and economic value measures. Then companies are ranked by using Fuzzy VIKOR (VlseKriterijumska Optimizacija I Kompromisno Resenje; in Serbian) method. In the presented case study, 143 Iranian companies in 14 manufacturing industries that trade on Tehran stock exchange (TSE) are ranked applying the proposed approach. The results represent the importance of hybrid measures in financial performance evaluation of companies. © 2015, Academy of Economic Studies. All rights reserved.";Economic Computation and Economic Cybernetics Studies and Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84944542062&partnerID=40&md5=9f6bac548a387ebe3bbe11bad507a330
257;Gu W., Wang C., Dai S., Wei L., Chiang I.R.;Optimal strategies for reverse logistics network construction: A multi-criteria decision method for Chinese iron and steel industry;2021;8;Reverse logistics is an important business process in the iron and steel industry for the collection, recycle, and reuse of scrapped metals. Focusing on the contradiction between the strong potential and the backward practice status of recycling scrapped steel, this paper establishes a decision framework in an attempt to help steel companies choose the best RL modes and effectively use the resource of scrapped steel. Recognizing that companies are facing intense market, political, and social pressures to improve their reverse logistic practices, we propose a comprehensive framework that encompasses six dimensions: economic, social, environmental, government policy, internal management practices, and external market competition. By working with major Chinese iron and steel companies, we first identify key decision factors along these dimensions. A multi-criteria decision-making method then is applied to analyze dependency and feedback among these decision factors and to suggest the most suitable reverse logistic strategy among the alternatives. The results indicate that governmental policy making has an outsized impact on incentivizing companies to invest in reverse logistic systems. We also find that external market and economic factors provide important feedback for shaping government policies. © 2019 Elsevier Ltd;Resources Policy;Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85061694733&doi=10.1016%2fj.resourpol.2019.02.008&partnerID=40&md5=09fdf4bd5361657ee27e9704d39c587c
258;Hu S.-K., Liou J.J.H., Chuang Y.-C., Tzeng G.-H.;New hybrid fmadm model for mobile commerce improvement;2018;8;Internet of things (IoT) can provide an extensive scope of services via smart devices to promote the convenience of life. With advances being made in smart phones, enterprises are increasingly considering expanding their customer base through mobile commerce services. To promote m-commerce improvement, enterprises should organize an excellent m-commerce environment and attempt to realize user needs in the era of IoT. In a fuzzy environment of the real world, objective decision-making for m-commerce improvement is usually a FMADM problem involving feedback-effect and interdependence among the dimensions and criteria. But, many traditional decision models cannot conduct the complicated interrelationships among dimensions and criteria. This study proposes an improvement model that can promote m-commerce improvement towards achieving the aspiration level in fuzzy environment. The proposed hybrid model conducts the feedback-effect and dependence among attributes, and it combines the FDEMATEL technique, FDANP, and MFGRA methods. The empirical case study was conducted to prove the utility of the new hybrid FMADM model in evaluating an m-commerce environment. Comparative results exhibited that the proposed approach is superior to the traditional method and that it can obtain most real grey relational degree that can be used for establishing the best performance improvement strategy in reality. © 2018 The Author(s). Published by VGTU.;Technological and Economic Development of Economy;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054652480&doi=10.3846%2f20294913.2017.1318311&partnerID=40&md5=a8613f8ac660dea4b9f92ee9785bb0fd
259;Hu Y.-C., Wang J.-H., Hung L.-P.;Evaluating Microblogging e-Service Quality using ET AL;2012;8;"More and more well-known Internet enterprises, such as Google, Yahoo and Microsoft, are continually involved in the management of microblogging Websites. However, even though their level of awareness is high, they are uncertain how to take their place in the emerging microblogging industry. Therefore, microblogging site proprietors should pay attention to improving the service quality of their Websites to increase the rate of return visits by users. Earlier studies of service quality chiefly used the SERVQUAL scale to address physical service quality. However, the current study focuses on e-service quality, which is different from physical service quality. Therefore, the E-S-QUAL scale and the E-RecS-QUAL scale have been chosen as a basis, and interviews with experts have been used to construct a better conceptual framework for e-service quality. In addition, in the authors’ opinion, a certain degree of dependence exists among the aspects and the criteria of importance in this field, and, therefore, the Analytic Network Process (ANP) approach was chosen as the major analytic tool to discuss and analyse the key aspects and the key criteria. The results reveal that the key aspects are Security/Privacy, Empathy and Efficiency; and the key criteria are It does not share my personal information with other sites, It protects my personal information, This site is always available for business, This site makes it easy to find what I need, and Promoting consumers’ excitement. © 2011 John Wiley & Sons, Ltd.";Journal of Multi-Criteria Decision Analysis;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84882622690&doi=10.1002%2fmcda.491&partnerID=40&md5=0e31aa9f33768be0698c99e340ee08c4
260;Ihrig S., Ishizaka A., Mohnen A.;Target setting for indirect processes: a new hybrid method for the continuous improvement management of indirect processes;2017;8;Indirect processes are increasingly contributing to the total cost of production in highly competitive and technology-intensive industries. Unfortunately, they are less assessable than direct processes due to the complex organisational management structure. Therefore, companies seeking to make improvements in indirect areas need decision support methods to indicate which indirect process needs to be improved and to what extent. To facilitate this task, the target setting for indirect processes (TSIP) method has been developed following the constructive research approach. TSIP is a combination of process modelling, the analytic network process, activity-based management from managerial accounting research and the value control chart from target costing research in a kaizen budgeting framework. This new hybrid method is developed and validated in cooperation with a global first-tier automotive supplier. © 2016 Informa UK Limited, trading as Taylor & Francis Group.;Production Planning and Control;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84994845981&doi=10.1080%2f09537287.2016.1254830&partnerID=40&md5=b8ce887833e4ee227b80d8e825bb0ab4
261;Lancharoen S., Suksawang P., Naenna T.;Readiness assessment of information integration in a hospital using an analytic network process method for decision-making in a healthcare network;2020;8;This study contributes to the promotion of healthcare information integration and readiness assessment of the factors impacted by quality improvement in hospital performance, which is beneficial for developing the healthcare industry because errors or integrated information can significantly affect the safety of patients and their confidence in the healthcare system. This research method is proposed to identify and confirm capability factors after readiness assessment with empirical testing, and the data were collected from hospitals in Thailand. An analytic network process was used as a tool for calculating and testing the readiness assessment of the integrated information results. The results show factor improvement of information integration and effects on the performance of hospitals in the healthcare industry. Three capability factors were found to have a significant impact on information integration and hospital performance. The model analysis suggests that the identified capability factors (organizational, group and individual) should be improved with regard to information integration, which is used to evaluate performance in the healthcare industry, and this risk assessment may be useful in other relevant industries. © The Author(s) 2020.;International Journal of Engineering Business Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078228202&doi=10.1177%2f1847979019899318&partnerID=40&md5=8c5672f94616107f4a206e70241154d0
262;Lee C., Kim J., Lee S.;Towards robust technology roadmapping: How to diagnose the vulnerability of organisational plans;2016;8;"While technology roadmapping has been the subject of many previous studies, a general lack of attention to the issues of uncertainty exists, thus leading to difficulties in consensus-building in the follow-up activity phase of technology roadmapping. To counter this, we propose a systematic approach to diagnosing the vulnerability of organisational plans against complex future conditions. For this, first, field anomaly relaxation (FAR) is employed to generate and evaluate future scenarios in a structured manner. Second, analytic network process (ANP) is used to measure the ripple impacts of activities on organisational plans by considering the interaction between activities. Lastly, a vulnerability assessment map is developed to provide a comprehensive and balanced view of organisational plans. The systematic process and quantitative outcomes the proposed approach offers will assist robust technology roadmapping in the face of growing uncertainties associated with the future. A case study of the organisational plan for developing home security systems is presented. © 2016
vulnerability assessment";Technological Forecasting and Social Change;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84977140464&doi=10.1016%2fj.techfore.2016.06.022&partnerID=40&md5=885a4048ad97cf951478211e72906949
263;Lee Y.-H., Lee Y.-H.;Integrated assessment of competitive-strategy selection with an analytical network process;2012;8;"The present study explores efforts to identify the most appropriate competitive strategy relative to multinational biotech pharmaceutical enterprises' strategy selection. The research uses the analytic network process (ANP) technique combining both qualitative and quantitative information to construct a hierarchical model involving interactions among various criteria for competitive-strategy selection. The most important finding shows that the most suitable competitive strategy for multinational enterprises (MNEs) is differentiation strategy. The weighted calculations reveal important criteria: an external environment analysis reveals that the three most important criteria affecting FDI competitive strategy are population size, per capita income, and healthcare and medical insurance systems; a core competency analysis reveals that the three most important criteria affecting competitive-strategy selection of FDI to China are capability in collaborating with local partners, possession of high-quality research personnel with R&D capability, and possession of a strong brand. © 2012 Copyright Vilnius Gediminas Technical University (VGTU) Press Technika.";Journal of Business Economics and Management;Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84867260955&doi=10.3846%2f16111699.2011.620171&partnerID=40&md5=8cc16ee39f558ed8d4f5ecd35368d2b4
264;Lin Z., Vlachos I., Ollier J.;Prioritizing destination attributes for optimal resource allocation: a study of Chinese tourists visiting Britain;2018;8;This study assesses the importance, performance, and the interrelationships of key destination attributes for marketing managers to prioritize resource allocation. A three-dimensional analysis of importance–performance–impact-analysis (IPIA) factors, based upon a survey sample of 275 Chinese tourists to Britain and an expert panel interview with 10 destination marketing managers is presented. Data analysis was based upon a mix of multi-criteria decision-making methodologies, the Decision-Making Trial and Evaluation Laboratory (DEMATEL) method and the Analytic Network Process (ANP) method. The framework can be applied to prioritize resources allocation to improve customer satisfaction in other contexts, such as a sector or a specific business. © 2018, © 2018 Informa UK Limited, trading as Taylor & Francis Group.;Journal of Travel and Tourism Marketing;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85046749487&doi=10.1080%2f10548408.2018.1468854&partnerID=40&md5=56cdb97d8bb93efce21fce5a96b21d53
265;Lu C.-F., Lin L.-Z., Yeh H.-R.;A multi-phased FQFD for the design of brand revitalisation;2019;8;"This study adopts a quality function deployment (QFD) model combining Keller’s brand knowledge to generate a brand revitalisation model for offering a remedy to cure and activate old and mature brands. To address the uncertainty and vagueness of consumers’ opinions, this study evaluates the consumers’ needs for QFD through a fuzzy analytic hierarchy process (FAHP) method. Moreover, most research assumes that attributes are independent; however, brand knowledge and brand management techniques possess the problems of interrelationship and interdependence among attributes; thus, this study utilises the fuzzy analytic network process (FANP) method to solve these problems. The advantage of the proposed analytical model is that it adds quantitative precision and fine-tuning to an otherwise qualitative decision-making process, and it can determine the current problems of brands, making old and mature brands to be energetic and powerful. Hence, by utilising this fuzzy QFD model, the case company will maximise the lifetime values of its customers by meeting customers’ needs exactly and thus rejuvenate its brand. © 2017, © 2017 Informa UK Limited, trading as Taylor & Francis Group.";Total Quality Management and Business Excellence;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021660846&doi=10.1080%2f14783363.2017.1343139&partnerID=40&md5=f3a6b224833501e046eaf2fc46848aa1
266;Maleki M., Shevtshenko E., Cruz-Machado V.;Development of Supply Chain Integration model through application of Analytic Network Process and Bayesian Network;2013;8;Today, supply chain experts are concerned to develop an integration model to increase the efficiency and effectiveness of supply chains. There are theoretical arguments in the literature supporting the idea that development of a comprehensive model to cover all aspects of supply chains is not feasible at the moment. However, as recent scholarly works have shown, it is possible to shed light on some aspects. The current research seeks to identify correlations among supply chain practices and customer values. The proposed model combines the Analytic Network Process (ANP) and Bayesian Network. The model may be used by supply chain decision makers to produce a quantitative measure to monitor the influence of practices on expectations of end customers. Finally, a case study in the fashion industry is presented to clarify the application of the proposed model.;International Journal of Integrated Supply Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84881453919&doi=10.1504%2fIJISM.2013.055068&partnerID=40&md5=467298c9446fb80f2798ee5332ab2009
267;Rai R.N., Bolia N.;Optimal decision support for air power potential;2014;8;Wars of all degrees and intensities have the potential to intensely affect the economic, social, political, and institutional values of a nation. Among air power (AP) , land power, and sea power, AP plays the most decisive role in the outcome of any war. Formation of any air combat unit ( ACU) to encounter hostility is faced with twofold problems. The first one lies in raising the unit taking into account the configuration of various categories of weapons the unit should hold for its functional role and subject to various constraints. Second, any combat unit is interested in selecting the right vendor who can supply the required category of weapons based on budget allocation. In this paper, the selection of alternatives for the procurement of weapons is initially discussed with the help of analytic network process approach. This paper then discusses a hierarchical weapon systems valuation model framework and applies analytic hierarchy process in establishing two major indices used to evaluate AP effectiveness and AP potential. They are termed as air power index ( API) and air power value (APV). Using API and APV as tools, an optimization model for raising an ACU considering several representative constraints, which the unit may come across, is developed. All models are demonstrated with the help of illustrative examples. © 1988-2012 IEEE.;IEEE Transactions on Engineering Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84899633121&doi=10.1109%2fTEM.2013.2293420&partnerID=40&md5=c6527d17f9975e3a0ad7c9d767aa3ea9
268;Seyedhosseini S.M., Ebrahimi-Taleghani A.;Group fuzzy ANP procedure development for leanness assessment in auto part manufacturing companies;2015;8;In this paper, we propose a new approach for assessing leanness level in auto part manufacturing companies on the basis of the balanced scorecard (BSC) concept in order to build a comprehensive decision model with a semi-hierarchical structure which has four levels. Because there are some interdependencies within two determined levels of the proposed approach, a group fuzzy analytic network process (GFANP) method is used. Hence, we gathered the experts' opinions, aggregated their judgements and found the global weights of elements in the lowest level. Finally, a novel way is given to find the leanness score for the overall organisation as well as the leanness score for each level through auditing the companies. The extracted leanness score helps the audited companies to understand their current leanness status. Finally, to illustrate the efficiency and applicability of the proposed approach, a real case study in an Iranian auto part manufacturing has been adopted. Copyright © 2015 Inderscience Enterprises Ltd.;Journal for Global Business Advancement;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84930167731&doi=10.1504%2fJGBA.2015.069528&partnerID=40&md5=cf5203ffd876e947ff99565deab49e21
269;Sharifighazvini M.R., Ghezavati V.R., Raissi S., Makui A.;Integration of a new mcdm approach based on the dea, fanp with monlp for efficiency-risk assessment to optimize project portfolio by branch and bound: A real case-study;2018;8;Project Portfolio Management (PPM) is a modern management model and an instrument for evaluating, prioritizing and reviewing projects. To select a project portfolio that is a combination of these criteria, identifying the opportunities, evaluating the alignment between the project and the purposes and structure of the organization and analyzing the costs, benefits and risks of the project are essential. The present article uses a qualitative and quantitative approach for the optimal selection of project portfolios and applies a set of techniques, including data envelopment analysis (DEA) and fuzzy analytic network process (FANP) for project portfolio management space for the first time. This algorithm can also be used to optimize project portfolios based on a multi-objective non-linear programming (MONLP) model. The MONLP model will be solved by efficient branch and bound algorithm. A more accurate estimation can be accomplished for the selection of a low-risk portfolio by adding these two new criteria for computing risk numbers in terms of their proximity to the event and the ability to control and modify them in the future. This algorithm will ultimately be applied for a real case study in Mobarakeh Steel Co., a leading Iranian company producing steel sheets. © 2018, Bucharest University of Economic Studies. All rights reserved.;Economic Computation and Economic Cybernetics Studies and Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044714593&doi=10.24818%2f18423264%2f52.1.18.16&partnerID=40&md5=5b70057a9b8b13d08f2bfe14899c32be
270;Sinrat S., Atthirawong W.;Integrated factor analysis and fuzzy analytic network process (FANP) model for supplier selection based on supply chain risk factors;2015;8;Currently, the supply chain management is an important part of several organizations. The risk in supply chain is a potential variation of outcomes which decreases the efficiency in operations. The supplier selection is one of the most critical functions to the success of a manufacturing firm. The objective of this study was to develop the supplier evaluation in supply chain risk approach based on an integrated factor analysis and Fuzzy Analytic Network Process (FANP) model. The model has applied to an electrical and electronic industry in Thailand. The framework of this study had two main thoughts. The first part was to investigate supply chain risk factors from data collection via questionnaire. The questionnaire was answered by 225 respondents in electrical and electronic companies in Thailand. By means of the statistical technique of factor analysis, it was revealed that supply chain risk factors can be categorized into six factors and thirty sub-factors. The second part was to develop a mathematical model for supplier selection decisions via using FANP by incorporating supply chain risk factors acquired from the first part. A detailed step by step implementation method for determining fuzzy scales and calculating weights factors and sub-factors were discussed and finally issues prioritize risk value for alternative best supplier were also mentioned. © 2015 Academic Journals Inc.;Research Journal of Business Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84911384668&doi=10.3923%2frjbm.2015.106.123&partnerID=40&md5=ef41fcab5226a4f5df21a063b82c7472
271;Tavakoli M.M., Shirouyehzad H., Dabestani R.;Proposing a hybrid method based on DEA and ANP for ranking organizational units and prioritizing human capital management drivers;2016;8;Purpose – The purpose of this study is to present a hybrid analytic network process (ANP) and data envelopment analysis (DEA) method for ranking organizational units as well as prioritizing organization’s human capital management criteria. Design/methodology/approach – In the proposed DEA model, human capital management criteria are considered as the inputs and organizational commitment considered as the output of DEA model. Afterward, the organizational unit’s efficiency and the weight of human capital management criteria are evaluated through DEA and the data are considered as the basis of ANP model. Findings – The results of prioritizing the drivers of human capital management were showed that leadership practices, human capital management and learning capacity are the most important ones. Also, the findings proved that the proposed integrated DEA/ANP can be helpful in managerial issues. Research limitations/implications – Filling the super-matrix and designing the questionnaire of ANP have always been the challenge of scholars because of the large number of data it requires. One of the main advantages of the proposed hybrid method in this research is that it resolves the above-mentioned problem of ANP. Practical implications – The results of the proposed method may provide managers this opportunity to better analyze the condition of organizational units from human capital management perspective and focus on the most important activities in this context. Moreover, the proposed hybrid method can help scholars to better use both DEA and ANP techniques and obtain more reliable findings. Originality/value – In this study, DEA efficiency measures of units, and the weights of inputs and outputs of DEA model are used to fill the super-matrix of ANP. In addition to having a logical approach, this method provides more reliable results and enjoys the advantages of both ANP and DEA techniques. © 2016, © Emerald Group Publishing Limited.;Journal of Modelling in Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959469125&doi=10.1108%2fJM2-02-2014-0013&partnerID=40&md5=e122f059c013cfc018687871f019a210
272;Teniwut Y.K., Marimin M., Indrasti N.S.;Spatial intelligent decision support system for increasing productivity on natural rubber agroindustry by green productivity approach;2017;8;"Purpose: The purpose of this paper is to develop a spatial intelligent decision support system (SIDSS) for increasing productivity in the rubber agroindustry by green productivity (GP) approach. The SIDSS was used to measure the productivity of rubber plantation and rubber agroindustry by GP approach, and select the best strategies for increasing the productivity of rubber agroindustry. Design/methodology/approach: This system was developed by combining spatial analysis, GP, and fuzzy analytic network process (ANP) with the model-based management system, which is able to provide comprehensive and meaningful decision alternatives for the development of natural rubber agroindustry. Rubber plantation productivity measurement model was used to find the productivity level of rubber plantation with fuzzy logic, and also to provide information and decision alternatives to all stakeholders regarding spatial condition of rubber agroindustry, production process flow, and analysis of the seven green wastes at each production process flow using the geographic information system. GP measurement model was used to determine the productivity performance of the rubber agroindustry with the green productivity index (GPI). The best strategy for increasing the productivity was determined with fuzzy ANP. Findings: Rubber plantation measurement model showed that the average of plantation productivity was 6.25 kg/ha/day. GP measurement model showed that the GPI value of ribbed smoked sheet (RSS) was 0.730, whereas of crumb rubber (CR) was 0.126. The best strategy for increasing the productivity of rubber agroindustry was raw material characteristics control. Based on the best strategy, the GPI value of RSS was 1.340, whereas of CR was 0.228. Research limitations/implications: This decision support system is still limited as it is based on static data; it needs further development so that it can be more dynamically based on developments in the rubber agroindustry related levels of productivity and environmental impact. In addition, details regarding the decision to increase the productivity of the rubber section by benchmarking efforts should be studied further, both among plantation as well as among countries such as Thailand so that the productivity of rubber plantation and agroindustry can be integrated. Practical implications: This research can help the planters to select superior clones for rubber trees, to improve the technique of tapping latex, and to use a better coagulant. The good quality and quantity of raw material is a key factor in increasing the productivity of rubber agroindustry; if the quality of latex is good then the resulting product will also have a good quality and production cost can be reduced. In addition, the application of GP through the calculation of GPI value using improvement scenarios can be used as a reference and comparison for evaluating the performance of rubber agroindustry to reduce the waste generated by the activities of rubber processing plant. Social implications: Reduction of waste generated by production activities can improve the quality of life of the workforce and the environment. The calculation of GPI value can also be used as a basis to use raw materials, water, and electricity more efficiently. Originality/value: This system was developed by combining spatial analysis, GP, and fuzzy ANP with the model-based management system, which is able to provide comprehensive and meaningful decision alternatives for the development of natural rubber agroindustry. © 2017, © Emerald Publishing Limited.";International Journal of Productivity and Performance Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021845609&doi=10.1108%2fIJPPM-01-2016-0005&partnerID=40&md5=0539119e002cda4934137d5abde671b0
273;Unver B., Kabak Ö., Topcu Y.I., Altinisik A., Cavusoglu O.;A decision support system for proactive failure prevention: a case in a leading automotive company;2020;8;Purpose: In the automotive industry, the high process complexity becomes an important issue because of the increased number of product and process variants demanded by the customers. To avoid quality defects in assembly and losses in such a complex manufacturing environment, new predictive support systems are required. This study aims to develop a multiple attribute decision support system (DSS) for the prediction and quantification of the risk of failures on the workstations of a leading Turkish automotive manufacturing company. Design/methodology/approach: Initially, the factors affecting the failures in workstations and the attributes to evaluate the factors are identified. Subsequently, the relations among the attributes are specified and priorities of them are calculated. Finally, the risk of failures is calculated and tested in a pilot study and validated with real production data. Findings: To the best of authors’ knowledge, this is a unique study that computes the risk scores on the workstations via DSS. The DSS has various advantages for improvements of the manufacturing quality: the risk of failures can be detectable and comparable, the effect of changes in the design of new workstations can be observed. Stations that have medium or high complexity scores demonstrated strong correlation with failure rates. A sensitivity analysis is conducted to predict the effect of improvement actions on the riskiness of the workstations. Originality/value: High level of production complexity becomes a crucial issue for companies that use various production processes. Considering this fact, it is a requirement for companies to observe and monitor the risk factors, especially in the assembly lines to be able to eliminate failures derived from complexity. Accordingly, to measure risk scores of the workstations in the assembly lines, a decision support for companies aids executives to manage the complexity level in a reliable and effective way. In this study, the authors develop such a DSS for TOFAS, a leading Turkish automotive company. The proposed DSS is verified and applied through a pilot study on a specific basic production unit. A sensitivity analysis is also conducted to see the effects of potential improvements on the risk scores. Additionally, the trend of risk scores for the stations can also give valuable information for tracing the changes in the time horizon. The proposed DSS also enables an opportunity for the executives in their decision of design processes of new production lines by allocating limited resources in an appropriate way based on the risk scores of possible workstations. The proposed DSS is the first and unique proactive failure prevention model developed in a Fiat Chrysler Automobiles (FCA) plant across the world. TOFAS executives also plan to introduce and enlarge the usage of the model to other FCA plants. It may also be possible to apply the model to other assembly lines in any sector. Another plan of the executives of TOFAS is developing a software, which manages each parameter, to constitute data to the DSS to run this system more instantly and effectively. Moreover, they can take integration actions of the software with world-class manufacturing problem management system that is currently in use in TOFAS. © 2020, Emerald Publishing Limited.;Journal of Enterprise Information Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85083460396&doi=10.1108%2fJEIM-09-2019-0264&partnerID=40&md5=7a9b01494a69cab9f11c3101cfcc2383
274;Yang Y., Easa S.M., Lin Z., Zheng X.;Evaluating Highway Traffic Safety: An Integrated Approach;2018;8;This paper presents a novel methodology for determining the overall highway safety level by integrating statistical analysis and analytic network process (ANP) with set pair analysis (SPA) which is applied in the evaluation of the overall highway safety for the first time. The methodology accounts for both quantitative and qualitative factors that contribute to traffic safety. The statistical analysis uses crash, alignment, intersection, and other data to determine the significant indices (variables) that affect safety. These indices are then combined with the planning (qualitative) indices to determine the weights of all indices based on expert opinions using ANP. Finally, the overall safety level of the highway is determined using SPA. The methodology is illustrated using data collected from two highways in China. The results demonstrate that the proposed methodology is sound and reliable. The methodology is applicable to existing or new highways and can help to effectively evaluate the overall safety of a highway and develop long-Term strategies for safety improvements. © 2018 Yanqun Yang et al.;Journal of Advanced Transportation;Non-Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85049390168&doi=10.1155%2f2018%2f4598985&partnerID=40&md5=746226fac89024c885437c172e2ce4b5
275;Yeh C.-C.;Using a hybrid model to evaluate development strategies for digital content;2017;8;Digital content (DC) is one of the most important areas of growth within the global creative and knowledge-based economy. The paper aims to propose a systematic approach to evaluating strategies to develop DC industry and how it should be effectively implemented. Our analysis employs a hybrid multiple criteria decision making (MCDM) approach by using the interpretive structural modelling (ISM) method to deal with the interrelationship among criteria, and the analytic network process (ANP) method is employed to determine the relative weights of each criterion. Finally, in order to choose the alternative for the ideal solution of this problem, a technique for order performance by similarity to ideal solution (TOPSIS) is used. To demonstrate the validity of this method, the Taiwan's DC industry is used as an illustrative case. The study generates results that can serve as a reference for decision-makers in the formulation of their development strategies for DC. Moreover, the evaluation model constructed in this study goes beyond existing measures and may serve as a reference for a decision-maker. © 2017 Vilnius Gediminas Technical University (VGTU) Press.;Technological and Economic Development of Economy;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946434033&doi=10.3846%2f20294913.2015.1071293&partnerID=40&md5=b634b23fa12b4f822e9be355addd23a0
276;Chen I.-S., Zolfani S.H., Rezaeiniya N., Aghdaie M.H.;The evaluation of five-star hotel: A case in Iran;2012;7;Tourism industry is one of the major factors in the economy of many countries. Iran with historical culture and natural attraction has a good standing in tourism industry. Selecting the most appropriate hotel is a concern for travelers which requires assessment and analysis of several factors. Travelers who seek economical vacation opt for low quality hotels and do not care much about facilities, in the other words hotels with fewer stars. On the hand, the rich look for five-star hotels for whom luxury and facility is a top priority. In this regard, the main aim of this study is to evaluate the performance and to select the optimal five-star hotels in Iran. The results of this case study will benefit both tourism industry and international travelers alike. To do so, an integrated MCDM model based on analytic network process (ANP) and technique for order preference by similarity to ideal solution (TOPSIS) is utilized. We initially extracted critical evaluation indices (e.g. Hotel Facilities, Price, Room and Front desk, Service Quality, Security and Location) and further developed the evaluation structure for hotel industry in accordance with findings of current studies. Four five-star hotels are employed in this study: Esteghlal, Laleh, Homa, Espinas. The ANP is applied to find the weights among the proposed indices and to discover the interdependent relationships among indices. Besides, the TOPSIS is applied to rank four famous five star hotels in Tehran based on the result of ANP. As the results demonstrate, location is the most important index for customers and after that security, price, room and frontdesk, service quality and hotel facilities come respectively. According to there indices the ranking was as follow Esteghlal was first, Espinas came second followed by Homa and Laleh. Findings of this study can also be used for future research on performance evaluation of the hotels in general and can be a guideline for travelers to select the best hotel appropriate to their needs. The results can benefit managers of certain hotels to obtain an intellectual framework and to identify potential travelers.;International Journal of Business and Society;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84874203516&partnerID=40&md5=c895091d69624d4e1297720b18baaf68
277;Dangol R., Bahl M., Karpak B.;Timing cooperative relationships with sequential capability development process to reduce capability development trade-offs;2015;7;A key challenge for a firm is to continuously develop new capabilities in order to address changes in the external environment. Prior research on firm capabilities posits that knowledge sharing within supply chains can contribute to the firm's new capability development efforts. Although existing research on capabilities clearly links firm capabilities to firm advantage, it does not prescribe a process by which a firm should develop the capabilities required to compete successfully in the marketplace. Such prescription is necessary because (1) a firm faces trade-offs when developing capabilities in the short-run and (2) interdependencies among capabilities require a firm to prioritize and develop capabilities in a sequential manner. The sequence in which a firm develops new capabilities matters when the development of one capability can influence the development of a different capability and the effect is unidirectional and asymmetrical. Prior research primarily relies on Ordinary Least Squares (OLS) and Structural Equation Model (SEM) to determine whether differences in a firm's capabilities explain differences in performances. However, these statistical tools have limitations when determining the sequence in which a firm should develop various interdependent capabilities. Therefore, the purpose of this study is to delineate and prescribe a capability development process using Analytic Network Process (ANP) to reduce capability development trade-offs. ANP can be used to determine which capabilities are more important to achieving a desirable firm performance and to prescribe the sequence by which a firm can develop capabilities. We show that a firm can avoid capability development trade-offs and develop interdependent capabilities by efficiently using knowledge acquired from suppliers and customers when it develops a quality capability followed by low cost, delivery, and flexibility capabilities. © 2015 Elsevier B.V. All rights reserved.;International Journal of Production Economics;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84942755802&doi=10.1016%2fj.ijpe.2015.07.014&partnerID=40&md5=3868e88b757f532a81161c512e0116d3
278;Darestani S.A., Shamami N.H.;Performance evaluation of lean production based on balanced score card method using ANP and SIR: a case from Iranian home appliance industry;2019;7;Lean production is a productive philosophy with systematic perspective which takes steps toward eliminating waste materials by applying continual improvement in the sophisticated business processes. Appropriate implementation of this philosophy results in significant changes within a business. Despite the ample efforts devoted to lean production’s evaluation and implementation, this system’s efficient evaluation and implementation are still experiencing countless issues, which seem to be due to absence of a comprehensive model for examining and evaluating lean production within manufacturing companies. Having knowledge of the companies’ performance status, provides us with the possibilities of discovering weakness and strengths, allowing lead strategic managers to have higher performance comparing to their competitors by allocating more volume of market share to themselves. Balanced score card is an important management system which it will be explained using the following four dimensions: management system, exclusive reliance on financial criteria is incomplete and defective. This paper aims at performance evaluation of lean production using balanced score card (BSC), analytic network process (ANP) and inferiority and superiority based ranking (SIR) approaches where, four dimensions have been considered including financial performance, customer, internal business processes and innovation and learning. The expert questionnaire was used to evaluate lean production’s performance based on BSC, DEMATEL survey—for recognizing element’s internal relationships—and TOPSIS survey—for evaluating leanness of production line. To aid us in ranking the production line, data analysis was completed based on Super Decision and Visual PROMETHEE where, the fourth production line with total score of 0.77 stood in the first order, meaning the internal operations with the least level of cost which proves its leanness. The first and sixth line were placed in next ranks with total score of 0.72 and 0.36 which demonstrates leanness level respectively. © 2019, Operational Research Society of India.;OPSEARCH;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85068863284&doi=10.1007%2fs12597-019-00391-2&partnerID=40&md5=f5e70eae5253270ce7e3dd41755d243d
279;Demircan Keskin F.;A two-stage fuzzy approach for Industry 4.0 project portfolio selection within criteria and project interdependencies context;2020;7;Industry 4.0, the new vision of our age has forced companies to transform their processes. In the process of transition to Industry 4.0, one of the most crucial success factors is to select the project portfolio that best fits their objectives. The uncertainty included in the projects, the interproject priority, and various interdependence relations, interactions between project evaluation criteria, decision makers with different perspectives, and preferences make Industry 4.0 project portfolio selection decision considerably complicated. In this study, a two-stage fuzzy approach is proposed to address this complex problem. In the first stage of the approach, the main criteria and subcriteria to be used in evaluating the Industry 4.0 projects have been determined based on the literature review and expert opinions. Following this, a network structure representing outer and inner dependencies has been formed, and the priority weights of the criteria have been obtained by taking into consideration these dependencies. Then, each of the project alternatives has been evaluated under subcriteria, and desirability indexes of project alternatives have been calculated. Fuzzy analytic network process has been applied in this stage. In the second stage, fuzzy multi-objective nonlinear programming has been used to select a project portfolio. In the application of the first stage of the proposed methodology, experts from three firms, which have made significant progress in the Industry 4.0 implementation process, are the decision makers. In the application of the second stage, hypothetically created project alternatives and their dataset have been used. © 2019 John Wiley & Sons, Ltd.;Journal of Multi-Criteria Decision Analysis;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85070840575&doi=10.1002%2fmcda.1691&partnerID=40&md5=a0fa8b5b2c5165345e76fce7964c5625
280;Dincer H., Hacioglu U., Tatoglu E., Delen D.;Developing a hybrid analytics approach to measure the efficiency of deposit banks;2019;7;"This study aims at analyzing the efficiency of deposit banks using contemporary analytics-based decision-making techniques within a fuzzy environment. Specifically, a hybrid analytic model drawing on a fuzzy analytical network process and data envelopment analysis was developed and applied to the assessment of Turkish deposit banks quoted on Borsa Istanbul. The findings revealed that; (i) the efficiency results for banking activity vary for competitiveness and for the adoption of new technologies before and after the financial recession; (ii) the majority of deposit banks operating primarily with non-interest based factors found to be less-efficient; (iii) the ownership and capital structure of banks do not significantly contribute to their banking performance, as they were technically inefficient during the same period; and (iv) the inputs of the banking activities could be reduced while a constant level of output is maintained by adopting and properly using the most efficient technology to boost the technical efficiency. © 2019 Elsevier Inc.";Journal of Business Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069630441&doi=10.1016%2fj.jbusres.2019.06.035&partnerID=40&md5=8fd2f90e295784e5b18ef7ad15e798e8
281;Huang J.-J.;A mathematical programming model for the fuzzy analytic network process - Applications of international investment;2012;7;Currently, the analytic network process (ANP) method is widely employed to consider the multiple criteria analysis problems with dependence and feedback effects. However, in order to extend the ANP to resolve the problem of uncertainty or human subjective judgment, the concepts of fuzzy numbers should be incorporated into the ANP to represent the subjective uncertain pairwise judgments. In this paper, therefore, we propose a novel fuzzy analytic network process (FANP) model by solving a mathematical programming problem. Unlike other FANPs, the proposed method does not require the reciprocity assumption of the weight ratios between criteria, and it can derive local and global weights simultaneously in a single model. Two numerical examples of international investment problems are used to demonstrate the proposed method. © 2012 Operational Research Society Ltd. All rights reserved.;Journal of the Operational Research Society;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84867166925&doi=10.1057%2fjors.2011.164&partnerID=40&md5=f2197d9855624675950154ec26446e56
282;Hung Chen H., Kang H.-Y., Lee A.H.I., Chen S.;Strategies, decisions and operations for keeping exploitative and exploratory activities balanced;2015;7;Sustainable competitive advantage of a firm may lie in the firm's ability to exploit its current competencies while simultaneously exploring new capabilities. However, this is hard to be achieved at the same time. Therefore, a conceptual decision-making framework is proposed to fulfil this task. First, to balance exploitation and exploration under punctuated equilibrium, a fuzzy analytic network process with goal programming is developed to help decision makers select the best projects under specific environments. Second, an executive committee, where experts use computer groupware with the Delphi technique to balance exploratory and exploitative activities flexibly, is formed to allocate limited resources during the implementation of the projects. After a practical investigation, the research concludes that the strategy targeted for balancing exploitation and exploration should be periodically adjusted, and the limited resources should be allocated during the execution of projects. Specifically, the proposed model for sustainable competitive advantage is recommended to practitioners in developing and implementing projects. © 2015 Operational Research Society Ltd. All rights reserved.;Knowledge Management Research and Practice;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84929075855&doi=10.1057%2fkmrp.2013.42&partnerID=40&md5=0be10b04f337a3b442c2db75c1ab3767
283;Jamali N., Feylizadeh M.R., Liu P.;Prioritization of aircraft maintenance unit strategies using fuzzy Analytic Network Process: A case study;2021;7;In this paper, a new methodology for prioritizing strategies using an integrated approach of fuzzy Multiple Criteria Decision Making (MCDM) is proposed. A case study in an aircraft maintenance unit showed that the “Financial” criterion and the sub-criterion of “Competitiveness and Improving Customer Satisfaction” (with weights of 0.3108 and 0.84, respectively) were the most critical ones. Due to the internal relations between the criteria and sub-criteria in the fuzzy MCDM and the opinions of the experts of the aircraft maintenance unit, the weights of the main criteria obtained were closer to the actual conditions. © 2021 Elsevier Ltd;Journal of Air Transport Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85103312409&doi=10.1016%2fj.jairtraman.2021.102057&partnerID=40&md5=8a27723872ed08e4cfaeaae10539f8da
284;Kiani Mavi R., Gheibdoust H., Khanfar A.A., Kiani Mavi N.;Ranking factors influencing strategic management of university business incubators with ANP;2019;7;Purpose: Universities play a central role in scientific development and progress in societies, so, the need for supporting new businesses in universities becomes very important that science and technology park-based incubators can meet it. The purpose of this paper is to prioritize the factors influencing strategic management of university business incubators (UBIs). Design/methodology/approach: Present research prioritizes the factors influencing strategic management of incubators using analytic network process (ANP). The authors gathered data from UBIs affiliated with science and technology park of Guilan, located in city of Rasht (Iran) using the ANP questionnaire during year 2017. Findings: Factors influencing strategic management of incubators comprised of four main criteria and 14 sub-criteria. The criteria and sub-criteria were ranked based on their importance. Results show that “talented managers” has the highest importance for strategic management of UBIs. Originality/value: This study offers a novel analysis and contribution to the knowledge of ranking UBIs with a multi-criteria decision-making technique. Results of this research show the relative importance of criteria and sub-criteria, which contributes to further improvement of incubator management. University managers and incubator directors can utilize the findings for better resource allocation and aligning the strategies of incubators with macro strategies of the country. © 2019, Emerald Publishing Limited.;Management Decision;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064512410&doi=10.1108%2fMD-06-2018-0688&partnerID=40&md5=f933f381019fb3009e91f5b520a9e77a
285;Kim C., Kim M.-S.;The final manuscript for special issue: Eco-innovation of innovation: Management, policy and practice: Identifying core environmental technologies through patent analysis;2015;7;This study proposes a new approach for identifying core environmental technologies based on patent co-classification information. First, technological interrelationship matrices of intensity, relatedness and cross-impact perspectives are constructed with support, lift and confidence values calculated by conducting an association rule mining on the co-classification information of patent data. Second, the analytic network process is applied to the constructed technological interrelationship matrices in order to produce the importance values of environmental technologies from each perspective, considering their direct and indirect interrelationships. Finally, data envelopment analysis is employed to the derived importance values in order to identify priorities of environmental technologies, putting three perspectives together. The proposed approach can be utilized for both firms' planning of environmental technologies and eco-innovation policy-making of governments. © 2015 Taylor & Francis.;Innovation: Management, Policy and Practice;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84928615530&doi=10.1080%2f14479338.2015.1011056&partnerID=40&md5=c5e433743daeea87a2f4a4695b171de5
286;Lin L.-Z., Yeh H.-R., Hsu T.-H.;Multi-dimensions of experiential values in the Taipei International Flora Exposition;2014;7;This study utilizes subjective measures to analyze the relationships between desirable experience, impelling experience, apprehensive experience and social interaction experience in the experiential values. The case of the 2010 Taipei International Flora Exposition (Flora Expo) in Taiwan is used to demonstrate the implementation of the proposed integrated framework in experiential values. Interpretive Structural Modeling (ISM) is employed to determine the interrelationship among the critical factors. A fuzzy analytic network process (FANP) model is then constructed to evaluate the experiential values and the relative importance of the weights of the criteria and sub-criteria. This study has conceptualized and empirically created constructs that support the character, magnitude and attributes of tourists' experiences at the Flora Expo. © 2013 Elsevier Ltd.;Tourism Management Perspectives;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84890847790&doi=10.1016%2fj.tmp.2013.11.002&partnerID=40&md5=ca790d5658205a9f589dfb04bf78de8c
287;Lin S.-H., Hsu C.-C., Zhong T., He X., Li J.-H., Tzeng G.-H., Hsieh J.-C.;Exploring location determinants of asia’s unique beverage shops based on a hybrid madm model;2021;7;Identifying relevant location determinants is a good starting point for shop operators, help to increase profitability and, thus, avoiding business failure. Traditional Analytic Hierarchy Process (AHP) or the Analytic Network Process (ANP) have shortages that require improvement. Herein, Decision-Making Trial and Evaluation Laboratory (DEMATEL), ANP based on DEMATEL (DANP), and modified Vlse Kriterijumska Optimizacija I Kompromisno Resenje (modified VIKOR) are used to construct a hybrid multiple-attribute decision making (MADM) model, encompassing three dimensions and thirteen criteria in exploring the location determinants of Asia’s unique Bubble Tea Shops (BTSs) and to evaluate three pre-selected alternatives in Nanjing, China. The empirical findings of the DEMATEL method reveal that traffic traits (D1) and site traits (D2) are critical to BTSs, and that once these are enhanced, shop traits (D3) are also improved. Criteria deemed as important, based on the DEMATEL and DANP methodology, are (in descending order): proximity to a street corner (C2), proximity to public transportation systems (C1), road width (C3), proximity to communities (C5), proximity to commercial areas (C6), types of shop (C9), and proximity to schools (C7). Different decision-making rankings among alternatives are indicated based upon the modified VIKOR method and corresponding strategies for improvement are presented. © 2021 The Author(s). Published by Vilnius Gediminas Technical University.;International Journal of Strategic Property Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85106861794&doi=10.3846%2fijspm.2021.14796&partnerID=40&md5=f7af5889bfae3fe20068d5a0e5055d6b
288;Lu C.-F., Lin L.-Z., Yeh H.-R.;Exploring the linkage effects of place attachment in rural areas using the fuzzy analytic network process;2018;7;Though previous research has developed an evaluation measurement for place attachment, it has ignored the interdependence of the criteria and subcriteria associated with that evaluation tool. Because it is challenging for researchers to digest the multi-criteria messages presented in place attachment and to understand the multiple place attachment terms, this study adopts the fuzzy analytic network process (FANP) model to identify the characteristics of place attachment, and categorizes these characteristics into three dimensions, namely personal context, community context, and environment context. Using the FANP model, an empirical survey was conducted that included the collected survey data of 187 respondents from the Meinong region of Taiwan to determine the typical features of place attachment. Our research results demonstrate that, with respect to successful community involvement, familiarity is essential for place attachment. As familiarity establishes social ties with the setting, one’s emotional attachment to the location or environment increases. The ability to define clear priority weights for personal, community, and environment contexts is one of the benefits of using the FANP method to evaluate place attachment. Accordingly, the findings regarding these three contexts raise issues about the role of local government and self-efficacy in place attachment in Taiwanese environments. © 2017 Informa UK Limited, trading as Taylor & Francis Group.;Journal of Travel and Tourism Marketing;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85028531353&doi=10.1080%2f10548408.2017.1363682&partnerID=40&md5=b34e45698ea74b288d335a0f8b5f2f8f
289;Özdemir A.;Integrating analytic network process and data envelopment analysis for efficiency measurement of Turkish commercial banks;2013;7;The purpose of this paper is to provide a two-stage multicriteria approach integrating analytic network process (ANP) and data envelopment analysis (DEA) for financial performance evaluation of banks. In the first stage ANP is used and the weights of the criteria for banks' financial performance evaluation are derived. In the second stage data for the criteria, which are the outputs of DEA, have been used to calculate the relative efficiency scores of the banks. The weights obtained in the first stage have been used to construct the assurance region (AR) constraints for the output weights. In order to show the applicability and usefulness of this approach it is applied to the financial performance measurement of 21 Turkish commercial banks. The aim of the application is to determine the relative efficiency scores with and without the weight restrictions and compare the ranking of decision making units (DMUs), in this case the commercial banks. The findings showed that ranking of banks differ and the discriminatory power of DEA model increases with the weight restrictions imposed on the output weights. The ANP-DEA integrated approach provides a methodology for decision makers and/or policy makers to incorporate managerial judgments and preferences into the efficiency measurement framework in which a nonparametric commonly used method, DEA, is employed. There is a lack of research in the literature utilizing ANP in the performance measurement of financial institutions and also integrating ANP with DEA in banking. This study allows the decision makers to evaluate the efficiency of banks, which have a great role in the economy of any country, to rank the banks and also include their preferences in the evaluation process. © Asli Özdemir, 2013.;Banks and Bank Systems;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84960896249&partnerID=40&md5=2a284ed0146bb80dcfee622cb5c16b6d
290;Poplawska J., Labib A., Reed D.M.;A hybrid multiple-criteria decision analysis framework for corporate social responsibility implementation applied to an extractive industry case study;2015;7;Integration of corporate social responsibility (CSR) into a company's mainstream strategy is a complex task. Practical implementation of CSR requires analysis of both the external and internal environments to determine the prospects and challenges significantly influencing integration of sustainability into business strategy. In order to overcome limitations of single multiple-criteria decision analysis models, this paper proposes a hybrid integrated framework combining cognitive mapping and analytic networks process (ANP) to determine, prioritise and select CSR programmes for implementation. The strategic cognitive map serves as a foundation to build the ANP network and identify the importance of CSR programmes. A knapsack optimisation method is then used to optimally assign resources to CSR alternatives. We demonstrate the usefulness of the framework through a case study in the extractive sector. The framework was empirically tested with 61 respondents using postal and online surveys, MBA workshops, and conference networking. © 2015 Operational Research Society Ltd.;Journal of the Operational Research Society;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938599290&doi=10.1057%2fjors.2014.116&partnerID=40&md5=2d7d7281d0760fd4e940e86c5b01748b
291;Quezada L.E., Palominos P.I., Galleguillos R.E., Olmedo A.H.;A method for generating strategy maps using ANP;2014;7;Purpose - The purpose of this paper is to present a method for identifying causal relationships in a strategy map.Design/methodology/approach - A strategy map is a visual representation of the strategy of a company, which includes the strategic objectives of a company and the cause-effect relationships between them. Its network structure facilitates its representation as an analytic network process (ANP) model. The proposed method starts with a network with all possible relationships and then it deletes those relationships, which are not important. To do this, it uses the techniques of the ANP approach.Findings - It was found that ANP is a good tool for modelling a strategy map and for identifying the important relationships of a strategy map. A study case of a manufacturing is shown to illustrate how the proposed method can be used in practice.Practical implications - Normally, the cause-effect relationships between strategic objectives are generated in a subjective way. Even this way of working is widely accepted in practice, some studied have shown that the declared relationships are not necessarily valid. The proposed method provides a quantitative tool to establish the relationships between strategic objectives, which are obtained using a method (ANP) that has a strong conceptual base. This is an indication that the strategy map obtained represents in a better way the strategy of the company.Originality/value - ANP is a methodology which is used to estimate the priority of nodes with in a network. In this work ANP is used to estimate the priority of the arcs of the network. The results of application in a company represent a good indication that the method may be implemented in other manufacturing companies. © Emerald Group Publishing Limited.;Journal of Manufacturing Technology Management;Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84912140388&doi=10.1108%2fJMTM-06-2014-0081&partnerID=40&md5=690bdea0ecfe19d804f0ba9b7b701ea6
292;Salmani Y., Partovi F.Y., Banerjee A.;Customer-driven investment decisions in existing multiple sales channels: A downstream supply chain analysis;2018;7;A supply chain employing multiple sales channels, needs to continually enhance these channels for achieving competitive advantage. The purpose of this paper is to provide a channel-level benefit-cost analysis, through an integration of operations and marketing perspectives to ultimately provide a systematic procedure for optimal investment decisions towards improving existing sales channels. This study is motivated by the decision for improvement, on the part of many established firms that typically utilize multiple channel structures. In pursuing our objective, an analytic network process (ANP), that considers both customer priorities and demand correlations among channels, is suggested, for obtaining customer input data. Utilizing a proposed benefit-cost ratio metric for each channel, incorporating customer input information, as well as relevant operating costs, we outline a mathematical programming procedure for determining the optimal allocation of a limited investment budget among these channels. Our suggested methodological approach is illustrated by a realistic numerical example and some selected sensitivity analysis. © 2018 Elsevier B.V.;International Journal of Production Economics;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053062152&doi=10.1016%2fj.ijpe.2018.07.029&partnerID=40&md5=a887c4cda4b7a02704dcac2b65d12e0f
293;Srivastava A., Mehrotra D., Kapur P.K., Aggarwal A.G.;Analytical evaluation of agile success factors influencing quality in software industry;2020;7;To have the software development process a fruitful one we have to consider the critical factors of success of agile development. Any organisation is expected to deliver the end product timely with required and on agreed upon terms which is many a times beaten by the extended time taken to complete the software projects or also leading to unexpected increase in the budget of the projects. So today’s development processes embed agile implementation for the accelerating growth of the company, organisation with fast competition of their work. The conventional approach of software systems succumbs towards the ever changing and much needed twist of the “Agile process” to be implemented. Agile focuses on collaborative work for the lifecycle of the project to continue iteratively with anticipating changes and introducing more flexibility than prior traditional approaches. Small sprints remain utilized which are mandatory for effective item conveyance. Conventional programming advancement forms are very little proficient to deal with the fast change in necessities. In spite of the upsides of Agile, feedback on deft approach expresses that it neglects to focus on building and configuration issues and subsequently will undoubtedly create little outline decisions. Agile programming improvement has quickly picked up a great deal of enthusiasm for the field of programming designing. Agile programming development, in spite of its curiosity, is a critical area of research inside programming building discipline. Logical research is yet rare, there has been minimal nitty gritty revealing of the use, entrance and achievement of light-footed systems in customary, proficient programming advancement organisations. In this paper we will evaluate the agile success factors for the product outcomes. The manuscript takes the approach for deciding best agile success factors influencing quality in software industry using analytic network process (ANP). This paper applies ANP to conclude the best way out using nine criteria namely Agile implementation, root cause analysis, mutation testing, cycle time, test and learn approach, continuous integration, process action, IT governance strategy, organisational change, effective risk mitigation, feedback, tangible outcomes, and two alternatives in the form Scrum and Kanban agile framework. The projected approach was tested in a organisation application in software reliability, software development environment and this paper evaluates its effectiveness by giving the weightage to the factor by realising the precise objective. © 2020, The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of Operation and Maintenance, Lulea University of Technology, Sweden.;International Journal of System Assurance Engineering and Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85081679752&doi=10.1007%2fs13198-020-00966-z&partnerID=40&md5=4cbd02d0b2ba203bddb8810eace13ede
294;Tang H.-W.V., Chang K., Yin M.-S., Sheu R.-S.;Critical factors for implementing a programme for international MICE professionals: a hybrid MCDM model combining DEMATEL and ANP;2017;7;The study was performed to identify critical factors driving the implementation of an English-medium instruction programme for the training of international professionals to serve in the MICE industry. A hybrid multiple criteria decision-making model, termed the decision-making trial and evaluation laboratory (DEMATEL)-based analytic network process (ANP), was used to prioritize the complexity of influential factors interwoven in the process of implementing the programme. The DEMATEL-based ANP employed by the study can be extended to evaluate priority factors critical to the implementation of similar programmes in other tertiary settings, as it will formulate a set of procedural guideline for implementers to systematically improve and sustain the implementation effort. Results of the study will lead to a number of practical, managerial, methodological and research implications. © 2015 Taylor & Francis.;Current Issues in Tourism;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84932116902&doi=10.1080%2f13683500.2015.1053848&partnerID=40&md5=0cb0708359aea755a6edd6789c0fb2fe
295;Tornjanski V., Marinkovi? S., Jan?i? Ž.;Towards sustainability: Effective operations strategies, quality management and operational excellence in banking;2017;7;This paper sets out to extend and deepen the understanding the ways toward economic sustainability through efficient and effective growth operations strategies, quality management and operational excellence in banking. In this study we define new quality management practices based on developed conceptual architecture of digital platform for operations function in banking. Additionally, we employ decision making framework consisted of two parts: introduction of new operations services using Total Unduplicated Reach and Frequency (TURF) statistical analysis and segregation of core from actual and augmented operations services utilizing Analytic Network Process (ANP) method based on BOCR model. Proposed quality management practices were used for the first time in this paper for particular purposes and have the high potential to impact the excellence in banking business. The study can contribute to operations management, quality management, innovation management, IT management, business process management and decision making in service organizations.;Amfiteatru Economic;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013032075&partnerID=40&md5=1d1fdb4ef2a114aa331ffc9c862185ed
296;Arasteh M.A., Farjami Y.;Supporting Sustainable Rural Groundwater Demand Management with Fuzzy Decision Analysis: A Case Study in Iran;2021;6;Insufficient clean freshwater has become a growing concern for sustainable development in countries with arid and semi-arid regions. Co-production of knowledge through active communication of experts, government, and local stakeholders can serve as a strategy to cope with water scarcity. Water consumption behavior is a key component of water resource management. This study aims to understand water consumption factors and behavior in a rural area with arid conditions. The study is a mixed-method one conducted through fuzzy decision analysis (i.e., selecting criteria with Fuzzy Delphi and rating them with Fuzzy Analytic Network Process). An empirical case study was conducted on the Akramieh rural area located in Yazd Province, Iran. The results indicate that a change in consumers' culture can have a significant effect in reducing water consumption. Recommendations have been made to encourage the adaptation of farming families to water scarcity. Through public schools and mosques, people can become aware of the conditions and consequences of drought as a crisis, and alternative methods of irrigation can be taught to farmers. © 2021 Elsevier Ltd;Utilities Policy;Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107085491&doi=10.1016%2fj.jup.2021.101215&partnerID=40&md5=960d9c56f11c03af9239f2d9686e56b0
297;Aravind Raj S., Vinodh S., Gaurav W.S., Shiva Sundaram S.;Application of hybrid MCDM techniques for prioritising the gaps in an agile manufacturing implementation project;2014;6;Agile manufacturing (AM) is a competitive manufacturing paradigm being adopted by modern organisations. Agility assessment is a vital task and the problem of prioritising agility gaps in the AM project involves several criteria and it is a typical multiple criteria decision making (MCDM) problem. In order to provide effective solution, hybrid analytic network process (ANP)-technique for order performance by similarity to ideal solution (TOPSIS) was applied. Based on the computations, agile criteria weights were determined and gaps were prioritised using fuzzy TOPSIS approach. The prioritised gaps were implemented in the case organisation. Copyright © 2014 Inderscience Enterprises Ltd.;International Journal of Services and Operations Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84896983132&doi=10.1504%2fIJSOM.2014.060002&partnerID=40&md5=7b35ab3b8a57da219cc58731d1a45eec
298;Azizi M., Ray C.;Introducing a status of access to raw material resources for manufacturers of cellulosic industries;2015;6;"Due to the implementation of Iran's Northern Forest Protection Plan for wood resources, manufacturers of wood and paper have a major problem in raw material supply in Iran; hence, they have to search for other resources to supply and procure their required raw material. Although there are some available substitutes for northern forests' timber resource, such as poplar plantation, agricultural wastes, and recycled papers, the present status of access to the resources presents a significant constraint on the viability of cellulosic product manufacturing. Accordingly, this research presents a decision-making model developed to select the best solution for raw material supply to the wood-cellulosic industry.Three possibilities can be considered as potential solutions: (1) implementation of poplar plantation and other agricultural products by manufacturers, (2) short-term contracts with public and private firms and farmers, and (3) long-term contracts with public and private firms and farmers. The Analytic Network Process and Analytic Hierarchy Process were used to synthesize and analyze the model. Our analysis using these techniques shows that all calculated decisions are influenced by external factors.A value-weighted competency model was calculated in the first stage with the influence of external factors on the competency model. Hierarchical design decisions were made for each of the competencies and their subsets. Paired comparison matrices associated with the degree of importance of each of the competencies were achieved in the second stage. In the final stage, subsets of competencies' weights and their sub-options were identified with the combination of the competencies and the best solution was obtained. Finally a sensitivity analysis of the model was performed. © 2014 Elsevier B.V.";Forest Policy and Economics;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84920742517&doi=10.1016%2fj.forpol.2014.11.008&partnerID=40&md5=ba5edefc5e207e6358fab947009afc2b
299;Carlucci D.;Assessing the links between knowledge assets and value creation in organisations;2012;6;Purpose: There is an increasing academic and practitioner interest in more actionable approaches and tools explaining how knowledge assets take place in organizational value creation mechanisms. The purpose of this paper is to propose a methodology aimed both at identifying companies' knowledge assets that significantly contribute to creating value and at analysing how these assets activate value creation dynamics. Design/methodology/approach: The proposed methodology draws on cognitive mapping principles and the use of the strategy and success maps. Additionally the methodology involves the application of two multi-criteria decision support methods, i.e. the analytic hierarchy process and the analytic network process. The methodology has been applied in three companies. Findings: The suggested methodology makes managers able to take better informed decisions with regard to knowledge assets allocation and management. In the examined case studies the mapping methodology was efficient and proved to be comprehensible by the actors involved in the evaluation and decision-making processes, who felt comfortable with the method and its results. Originality/value: The proposed methodology combines the advantages connected to the use of mapping as a descriptive and thinking tool, with the rigorous evaluation procedures characterising multi-criteria decision-making methods. From a theory perspective, it enriches the perspectives of analysis about the relations between knowledge assets and companies' strategic outcomes, while from a practitioner perspective it can support managers in designing and assessing effective knowledge assets management initiatives. © Emerald Group Publishing Limited.;Measuring Business Excellence;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84861533931&doi=10.1108%2f13683041211230339&partnerID=40&md5=bea3f70ffdf731a5788cec670836e640
300;Che Z.H., Chang Y.F.;Integrated methodology for supplier selection: the case of a sphygmomanometer manufacturer in Taiwan;2016;6;Supplier selection is a critical multi-criterion decision-making activity for suc- cessful supply chain management. This study involved developing an integrated supplier selection methodology, which is constructed using analytic network process, data envelop- ment analysis, and multiple objective particle swarm optimization. The proposed integrated methodology can account for multiple supplier selection criteria and set boundaries on weight value for multiple objective data envelopment analysis inputs and outputs. To solve the data envelopment analysis model, a new algorithm based on multiple objective particle swarm optimization is introduced, which embeds with tabu list and group mechanisms, and then, it is found to be superior to the compared algorithms in solving performance on three test functions and the illustrative case. In addition, the proposed integrated method- ology was applied to a supplier selection problem of sphygmomanometer manufacturer in Taiwan to verify its applicability of decision-making process. The results show that the methodology can be implemented as an effective decision aid for supplier selection under multiple criteria with weight restrictions. © 2016 Vilnius Gediminas Technical University (VGTU) Press.;Journal of Business Economics and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959332657&doi=10.3846%2f16111699.2015.1031823&partnerID=40&md5=3ed4e2ab04a65a46c2341a5f1ae51aa8
301;Dachyar M., Mahendra E.A.;Design factors of supply chain management for wood industry SMEs;2019;6;The productivity and competitiveness of Indonesian SMEs are still inferior. This paper aims to find Wood Industry SMEs’ SCM criteria and optimal improvement. Zero One Goal Programming method was used to decide on which DR to implement based on budget, number of employees, implementation time and decision priority of DRs. Nine experts opinions are used to identify the relationship and select the Customer Requirements (CRs) and Design Requirements (DRs) that supports the implementation of SCM. To obtain CRs and DRs to implement SCM in wood industry SMEs, Quality Function Deployment method was used. To identify the relationship between each CRs and DRs, Interpretive Structural Modeling method was used. To obtain decision priority of DR that would be used as a constraint in the model of DR selection, Analytic Network Process method was applied. The analysis was conducted to 5 wood industry SMEs that represent the same industry in Jakarta and its surrounding area. We obtain interdependence relation between CRs and DRs in the implementation of SCM for Indonesian SMEs, and we also use budget, number of employees, and implementation time constraints when implementing SCM strategies. © 2019 KIIE.;Industrial Engineering and Management Systems;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069959063&doi=10.7232%2fiems.2019.18.2.182&partnerID=40&md5=299bb8e54347a27f250ec2ba9571e706
302;De Felice F., Petrillo A.;Multidimensional balanced efficiency decision model;2015;6;In this paper a multicriteria methodological approach, based on Balanced Scorecard (BSC) and Analytic Network Process (ANP), is proposed to evaluate competitiveness performance in luxury sector. A set of specific key performance indicators (KPIs) have been proposed. The contribution of our paper is to present the integration of two methodologies, BSC – a multiple perspective framework for performance assessment – and ANP – a decision-making tool to prioritize multiple performance perspectives and indicators and to generate a unified metric that incorporates diversified issues for conducting supply chain improvements. The BSC/ANP model is used to prioritize all performances within a luxury industry. A real case study is presented. © Universidad Alberto Hurtado, Facultad de Economía y Negocios.;Journal of Technology Management and Innovation;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84945263864&doi=10.4067%2fS0718-27242015000300011&partnerID=40&md5=d8fe2893e1a9409ce0ec6051cdef4339
303;Dragoi M.;Joining or not joining non-industrial private forests into a single management unit: A case-study shaped as an Analytic Network Process;2018;6;The study aims to find out how the management of non-industrial private forests (NIPF) can be improved by a larger and more consistent participation of all important stakeholders involved in making one of the most important decisions the forest management planning system copes with: whether or not the forest planner shall create a separate forest management unit for NIPFs, considering a wider variety of interconnected benefits, costs risks and opportunities. The decision making process was conceived as an Analytic Network Process (ANP) and all important aspects worth being taken into consideration were embodied in four conceptual subnets that gather benefits, opportunities costs and risks defined from three different perspectives: social, economic and ecological. The method was tested on an important decision which is made each ten years when the forest management plans shall be updated. The input data were collected from two small associations of landowners whose forests are managed by Solca forest district (FD), county of Suceava, Romania. The total forest area supposed to be included in the new management unit is about 360 ha and the natural type of forest is beech, mixed with silver fir. Two alternatives were taken into account: the business as usual scenario (the same rotation for all stands and the same silvicultural system, irrespective to the ownership type) and a new management unit, explicitly designed for NIPF, where coppice with standards will produce fuelwood and small size round wood for rural construction. An extensive survey was carried out in order to find out the most important criteria worth being taken into account when such a decision shall be made, as well as the landowners’ expectations, concerns and uncertainties with respect to the two options: business as usual scenario and a new FMU respectively. A second survey was distributed among the villagers of a neighboring commune in order to appraise the local demand for fuelwood. Based on the information collected at the first hand four subnets referring to benefits, costs, opportunities and risks have been produced and, within each subnet, three different clusters were defined in order to appraise the relative importance of economic, social, and ecologic aspects. Making pairwise comparisons between alternatives against criteria, clusters, and subnets, we have concluded that a new management unit for NIPFs is feasible and desirable. Even though ANP seems to be a very flexible tool for making complex decisions, any potential user shall be aware of some risks pertaining to ANP methodology, especially the tendency to make too complex networks, compelling to pairwise comparisons that make less sense. On the other hand, the case study presented in this article has demonstrated that pairwise comparisons may refer not only to the relative importance of whatever two criteria or alternatives, but also to the likelihood or desirability of some certain processes that might occur in case of pursuing one of the two alternatives taken into consideration. The procedure we have proposed for making or not making a new FMU can be developed or adapted to other situations where a consistent dialogue between the decision makers and the stakeholders is a more than necessary. © 2016 Elsevier B.V.;Forest Policy and Economics;Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85006073644&doi=10.1016%2fj.forpol.2016.10.001&partnerID=40&md5=14a65556b6fc186e3dd377945b2d69da
304;Gothwal S., Raj T.;A comparative study of multi-criteria decision-making approaches for prioritising the manufacturing systems;2019;6;Globalisation and modern lifestyle trends have put up tremendous challenges to manufacturing industries. To meet the challenges imposed by today's dynamic market conditions it is the right time for the manufacturing companies to move from traditional manufacturing system to advanced manufacturing system. This paper highlights four areas of manufacturing systems, i.e., humanised flexible manufacturing system (HFMS), flexible manufacturing system (FMS), computer integrated manufacturing (CIM) and computer numerical control (CNC) systems. The purpose of this paper is to provide a framework to proactively select the best manufacturing system. This study is an effort for identifying the factors affecting the manufacturing system and to find out the best manufacturing system. For this purpose a comparative study of multicriteria decision-making approaches, analytic network process (ANP) and analytic hierarchy process (AHP) techniques has been used for prioritisation of alternatives. The shortcomings of the research are stated and future directions are proposed. © 2019 Inderscience Enterprises Ltd.. All rights reserved.;International Journal of Process Management and Benchmarking;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069797424&doi=10.1504%2fIJPMB.2019.100962&partnerID=40&md5=c2111b83eaa380ae60e423842fe753df
305;Ishizaka and Ashraf Labib A., Beauchamp-Akatova E., Curran R.;From initial risk assessments to system risk management;2013;6;– The aim of this research is to provide an approach for modeling system risk management and to develop an analytic hierarchy process (AHP)-based model for simulating decisions on introducing innovations in air transport systems. – The paper proposes AHP and analytic network process (ANP) methodologies for overcoming fragmentation in risk assessments perceived by risk, budget, quality or schedule managements, and for resolving potential conflicts between safety, efficiency and well-being. – Issues in system risk evaluation and management were identified and transferred to a list of requirements. A generic ANP-based model for system risk management was developed as well as a template for capture of knowledge on risks, including expert knowledge, and for implementation of a new decision-making process as applied to introducing innovation(s). – Since this research addresses evaluation and management of non-event based risks due to innovations in air transport systems, further analysis and re-evaluation of risks is required during and after the implementation in order to provide continuously dynamic representation of system risk. – The results of this study contribute to the development and implementation of a usable version of multi-criteria decision analysis at senior management level. Further, it stimulates mechanism for learning and trade-offs between various stakeholders. – This work is original in that it is cross-disciplinary (e.g. risk management, management of innovation, systems design). It addresses the issue of integrating a safety management system with an overall business management system. Also, it introduces qualitative non-event risk assessments into system risk management. In addition to the use of the AHP-model for system risk management, an implementation model (“risk stakeholder model”) is also developed. © 2013, Emerald Group Publishing Limited;Journal of Modelling in Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84954514112&doi=10.1108%2fJM2-01-2011-0008&partnerID=40&md5=564121d95b64f27a3fd4f41ea91650f5
306;Juan Y.-K., Lin I.-C., Tsai J.-X.;A hybrid approach to optimize initial design strategies for pre-sale housing projects;2019;6;Purpose: The purpose of this paper is to propose a hybrid decision-making model for optimizing the initial design strategies of pre-sales housing, identifying factors affecting the initial design of housing, and developing different initial design approaches and strategies based on buyers’ preferences. Design/methodology/approach: Indicators and factors in line with the local initial planning and design are created according to the design quality indicator framework. The important indicators and factors are screened out preliminarily with the fuzzy Delphi method and decision-making trial and evaluation laboratory based analytic network process. The performances of two actual cases under similar site conditions are checked with regard to the overall residential sales rate and time on the market (TOM). Findings: The result shows that the proposed model can effectively improve the sales rate, shorten the TOM and better complies with buyer design strategy demands, and thus positively correlating to economic value. Originality/value: Pre-sales make possible the customized strategy of allowing future residents to participate in the housing design process. However, buyers’ participation in the design process is highly limited, and developers usually determine their planning and initial residential design strategies based on experience and intuition. With the proposed approach, the initial residential design of a project can be effectively intervened, so that home users can truly participate in the design, and the residential construction service can be provided in a unique, but non-universal way. © 2019, Emerald Publishing Limited.;Engineering, Construction and Architectural Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062454354&doi=10.1108%2fECAM-04-2018-0187&partnerID=40&md5=ca114997771d44e58247edb0250f2c62
307;Kaya Samut P.;Integrated FANP-f-MIGP model for supplier selection in the renewable energy sector;2017;6;The available integrated models for choosing efficient suppliers developed so far are mostly specific to companies with mass production capabilities. However, in some sectors involved in project-type manufacturing, the same decision-making criteria cannot be applied and, plus, there is no point in determining the quantity of orders. For instance, in wind power plant projects, a single turbine supplier needs to be selected for each project. This study proposes an integrated FANP-f-MIGP model that ensures the selection of the optimal supplier for each project by applying the model to an energy firm. The criteria specific to the selection of wind power plant turbine suppliers are established, and the criteria weights are obtained by fuzzy analytic network process (FANP). As a result of the analysis, the most important criterion of all is cost. These weights constitute the coefficients of the f-MIGP model’s objective function. Under the defined constraints, by minimizing cost and risk and maximizing quality and services of the firm, the selection of an optimal wind turbine supplier from three suppliers for each of three projects is ensured. This study contributes to the literature both by the specific criteria it establishes and its proposed integrated model which allows for the selection of the best supplier in wind turbine and similar project-based productions. © 2017 Vilnius Gediminas Technical University (VGTU) Press.;Journal of Business Economics and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021068580&doi=10.3846%2f16111699.2017.1325777&partnerID=40&md5=8ed5b200ac9aa630f38f51d76b6761ea
308;Kumar S., Thakkar J.J.;Schedule and cost overrun analysis for R&D projects using ANP and system dynamics;2017;6;Purpose: Schedule and cost overrun analysis for a typical research & development (R&D) project is necessary to identify and mitigate the non-feasible alternatives at the design stage. Typically, this should include an analysis of technological and economic factors of R&D project. This paper aims to discuss these issues. Design/methodology/approach: This research proposes an integrated analytic network process (ANP) and reusable system dynamics (SD) model for a quick and strategically consistent decision making. The technological and economic factors of R&D project were first identified and compiled through a systematic literature review. An ANP model was first developed for calculating Risk Priority Index (RPI) for set of technological and economic factors. The computed RPI are considered as an input to SD models. Two SD models (technological and economic) are developed to undertake a detailed investigation on effect of individual factor on schedule and cost overrun. The approach is exemplified for a case of government R&D project in India. Findings: ANP identifies “Testing & qualification facility” and “Raw material availability” as the highest RPI factors. A detailed sensitivity analysis of SD models suggests that technological factors such as “Design Changes,” “Hidden Activities,” and “Lack of Expertise” and economic factors such as “Project delays,” “Unexpected incidents” and “Conflicts” have the highest influence on schedule and cost overrun. Practical implications: The outcomes of this research can help managers to estimate the severity of various technological and economic factors on cost and schedule overrun and develop an adequate risk mitigation contingency plan. Originality/value: In case of R&D projects where systems are being developed for the first time, changes are inevitable, and hence schedule and cost management plays a very important role in its success. This paper proposes an integrated reusable approach of ANP and SD for analyzing the influence of technological and economic factors on schedule and cost overrun of R&D project. © 2017, © Emerald Publishing Limited.;International Journal of Quality and Reliability Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85031807319&doi=10.1108%2fIJQRM-04-2016-0050&partnerID=40&md5=d3322ddcaeb4dd8ab402430927b6bc04
309;Liou J.J.H., Kaklauskas A., Lu M.-T., Chuang Y.-C.;Improving strategic orientations for promoting hotel services using an integrated rough magdm model;2019;6;This study aims to assist decision makers to improve hotel service performance by developing strategic orientations. Strategic orientations are imprecise and subjective: they vary according to domain experts’ opinions and practical experience. This study develops an integrated rough multiple attribute group decision-making (MAGDM) model that supports decision makers to acquire a systematic view of strategic methods for improving performance to the desired level. The model incorporates three methods. First, we use the rough number approach to determine group opinions from the practical experience of domain experts. We then apply the rough decision making trial and evaluation laboratory (DEMATEL)-based analytic network process to develop a rough influential network relation map (RINRM). The rough influential weights based on strategic orientations and their corresponding attributes are calculated. Finally, we use the modified complex proportional assessment of alternatives with gray relations (mCOPRAS-G) and the influential weights to calculate the relationship ratio between performance and aspiration level. Our model flexibly assesses the vagueness involved in decision-making, enabling more objective expert estimation of attributes in subjective surroundings than traditional multiple attributes decision-making models. We use the Taiwanese hotel industry as an empirical case study. Our study provides useful information on how to enhance hotel services and achieve optimal performance based upon expert judgments and the RINRM. The results show that customer orientation is the optimal strategy for hotel service promotion. © 2019 The Author(s).;Technological and Economic Development of Economy;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85066437374&doi=10.3846%2ftede.2019.8419&partnerID=40&md5=f7cf32125db717f8419a7ef192134a58
310;Mazumder S., Kabir G., Ahsan Akhtar Hasin M., Ali S.M.;Productivity benchmarking using analytic network process (Anp) and data envelopment analysis (dea);2018;6;Measuring productivity is the systematic process for both inter-and intra-organizational comparisons. The productivity measurement can be used to control and facilitate decision-making in manufacturing as well as service organizations. This study’s objective was to develop a decision support framework by integrating an analytic network process (ANP) and data envelopment analysis (DEA) approach to tackling productivity measurement and benchmarking problems in a manufacturing environment. The ANP was used to capture the interdependency between the criteria taking into consideration the ambiguity and vagueness. The nonparametric DEA approach was utilized to determine the input-oriented constant returns to scale (CRS) efficiency of different value-adding production units and to benchmark them. The proposed framework was implemented to benchmark the productivity of an apparel manufacturing company. By applying the model, industrial managers can gain benefits by identifying the possible contributing factors that play an important role in increasing the productivity of manufacturing organizations. © 2018 by the authors. Licensee MDPI, Basel, Switzerland.;Big Data and Cognitive Computing;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85081622467&doi=10.3390%2fbdcc2030027&partnerID=40&md5=7beb8195456f677418aaf2134674f4f6
311;Mustafa S.Z., Kar A.K.;Prioritization of multi-dimensional risk for digital services using the generalized analytic network process;2019;6;Purpose: In current times, organizations operating in emerging economies are providing digital services to its citizen the internet. Literature indicates that digital services are facing major challenges with respect to its adoption among users groups due to the perceived risks. Design/methodology/approach: With the use of generalized analytic network process (GANP), prioritization of different dimensions of risk has been done on the basis of an empirical survey among user groups in India. Findings: The result indicates that dimensions like privacy risk, performance risk and financial risk are more important risks across digital services models. However, physical risk, social risk, psychological risk and time risk are comparatively less important risks across digital services. This research also finds out that the end users are reluctant to provide their personal information. Research limitations/implications: The sample size is relatively small which limits generalizability of results beyond India. However, an application of GANP has been showcased for empirical research. Practical implications: The research outcome can help managers in deciding which dimensions of risk are more important for digital service delivery and thus facilitate adoption. Originality/value: This paper focused on the different facets of risk perceived by consumers, toward the digital services available in smart cities. Perceived risk dimensions such as privacy risk, performance risk, financial risk, physical risk, social risk, psychological risk and time risk have shown that there is a need to prioritize these risks to the digital services which is offered to the residents of the smart cities. © 2019, Emerald Publishing Limited.;Digital Policy, Regulation and Governance ;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060480210&doi=10.1108%2fDPRG-06-2018-0031&partnerID=40&md5=8e78d739b3234a3b1e88c459198bbe26
312;Stepchenko D., Voronova I.;Assessment of risk function using analytical network process;2015;6;The concept of this paper is to perform the improvement of the risk function analysis, assessment and management with the aim to ensure a more sensitive and sophisticated risk coverage in accordance with the Solvency II regime requirements. The authors have offered an approach of risk function implementation and management corresponding with the Solvency II framework by integrating the Analytic Network Process into decision-making process of an insurance company. The most valuable advantage of using the Analytic Network Process in insurance is the possibility to include tangible and intangible strategic factors and elements into the decision-making process of an insurance company by applying specified functions or fields steering, analysis and management. Moreover, the authors have prepared the case study about the practical usage of the Analytic Network Process through the example of one non-life insurance company. In the case study, the authors have emphasized the most preferable strategy through a detailed analysis of risk function by using the Analytic Network Process. According to the authors, the Analytic Network Process is considered to be part of the risk culture of an insurance company, since it helps to increase the employees’ knowledge of risk nature and its influence on the development and results of an insurance company. © 2015 Kauno Technologijos Universitetas. All Rights Reserved.;Engineering Economics;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84934294824&doi=10.5755%2fj01.ee.26.3.8736&partnerID=40&md5=dc12cddb396c114d20052d2172a61c06
313;Tavassolirizi M., Sarvari H., Chan D.W.M., Olawumi T.O.;Factors affecting delays in rail transportation projects using Analytic Network Process: the case of Iran;2020;6;Delays in the implementation and commissioning of rail transportation projects can cause economic damages to project stakeholders and the cities linked by such rail networks. Hence, the current study aims to investigate the key delay factors and provides salient recommendations. In this study, multi-criteria decision-making–the Analytic Network Process (ANP) and the DEMATEL (Decision Making trial and evaluation laboratory) method was employed to help decision-makers in prioritizing these delay factors and evaluating their interactions, respectively. A Delphi approach was used to validate the study’s findings via expert questionnaire surveys–based on a rail transportation development project for the Mobarakeh Steel Complex (MSC). The study’s findings revealed the management factors as the most important delay factors, followed closely by the financial, design, and implementation factors. Other potent issues include the existence of numerous decision-making stations, lack of central role, and sufficient authority for the project managers are responsible for project delays. Overall, the results show that resolving problems with the ‘management’ domain can significantly avoid or alleviate the extent of delays in rail transportation development projects. The study’s findings and recommendations can serve as a policy and consultative instrument for the relevant stakeholders in the railway industry. © 2020 Informa UK Limited, trading as Taylor & Francis Group.;International Journal of Construction Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091207379&doi=10.1080%2f15623599.2020.1819946&partnerID=40&md5=c64a84c6be9cd1805bcc55aac05183bd
314;Wang L., Zeng J., Strohmaier D., Salam S., Shahzad K.;Toward a service-innovation ecosystem of enterprises in China;2019;6;Service innovation is an important driver of enterprise self-development and growth in the current service-attuned economy. And across economic sectors, the prevalence of self-organized and self-governed ecosystems renders service innovation increasingly crucial to such service ecosystems. Scholars study service innovation from the perspective of service ecosystem, yet little attention is paid to systematically researching service-innovation components within service ecosystems, especially the implementation path of such components. Based on service-oriented logic, this study presents a framework for service innovation in service ecosystems, built upon five elements: actor-to-actor (A2A) networks, value proposition, resource integration, institutionalization processes, and information technology (IT). This might be the first study to use a combination of the Decision-Making Trial and Evaluation Laboratory (DEMATEL) based Analytic Network Process (ANP) method (called DEMATEL based ANP, or DANP) and the NK model to obtain the optimal path of service innovation in China. Despite the study's limitations, the results show that enterprises must first develop IT capabilities and innovative value propositions, and then enhance their resource-integration capability and enlarge their A2A networks, as they accelerate their institutionalization processes. Future research must investigate service-innovation components and enhances the idea of service ecosystems, and provides guidelines how to implement service innovation in practice. © 2019 - IOS Press and the authors. All rights reserved.;Human Systems Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069233838&doi=10.3233%2fHSM-180397&partnerID=40&md5=daf496cb3bf7aa23a29427943da8ad90
315;Wollmann D., Tortato U.;Proposal for a model to hierarchize strategic decisions according to criteria of value innovation, sustainability and budgetary constraint;2019;6;"Organizations need management models, which will enable their executives to develop systemic thinking. In addition, executives should keep in mind that: some decision-making processes should be shared; impose political influence according to their preferences; value innovation strategies may be present; it is essential to consider the environmental, economic and social dimensions of sustainability. In this context, this study describes a model to hierarchize strategic decisions according to criteria innovation value, sustainability and budgetary constraint, developed according to the methodology proposed by Mitroff et al. (1974). In addition to hierarchizing, the model allows identifying the degree of importance of each of the strategic decisions in the performance indicators defined as evaluation criteria and sub-criteria. In the conceptualization phase, the model is influenced by concepts that describe complex adaptive systems. Next, the Analytic Network Process with Benefits, Opportunities, Costs and Risks Analysis and Linear Programming techniques are used in order to define the mathematical structure that operationalizes the model. The use of a hypothetical example demonstrates the capacity of the model proposed in this work to support the decision-making process of an organization in the selection of its decision alternatives. Thus, the model can help the academic and business communities concerned with the progress of sustainable societies, insofar as it subsidizes decision-making for the development and implementation of new products and processes related to cleaner production. © 2019";Journal of Cleaner Production;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85066145433&doi=10.1016%2fj.jclepro.2019.05.190&partnerID=40&md5=30b18a0ccd3168f576b92efccda84664
316;Yang H.-L., Lin S.-L.;The evaluation factors of adopting SoLoMo services: the hybrid fuzzy MCDM approach;2017;6;SoLoMo services are emerging mobile services, which combine different software and hardware techniques, enabling users to obtain location-based information at any time and place as well as exchange, interact, and communicate messages with other people in real time. Since SoLoMo services contain two types of the most widely used mobile applications, different users might have different needs for and expectations on these services. This study proposed a three-stage hybrid fuzzy multicriteria decision-making (MCDM) model and applied fuzzy analytic network process (FANP) and the decision-making trial and evaluation laboratory (DEMATEL) to analyze, from an angle of integral SoLoMo services, the critical factors evaluated by users in adopting SoLoMo services. In addition, this study also discussed how the users make their choices after they have weighed between the privacy consideration and the use of complete SoLoMo services. The analysis results reported that popularity degree of service, information accuracy of service, privacy risk, maintaining affection and friendship with others, and location-based store information search are the top five ones among these critical positive and negative factors considered by users while adopting SoLoMo services. Furthermore, the analysis indicated that for achieving information accuracy of service, location-based store information search, and maintaining affection and friendship with others, SoLoMo service users would tolerate more privacy risk. © 2016, Springer-Verlag Berlin Heidelberg.;Service Business;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984797680&doi=10.1007%2fs11628-016-0322-5&partnerID=40&md5=7de854c35cb91d260d8a71ed39fdb382
317;Zamani M., Zolfaghari V., Valmohammadi C.;An integrated QFD and ANP model for improving the quality of financial services in consulting engineering firms;2017;6;"The main aim of this study is to identify the needs to improve the quality of financial services in consulting engineering firms in Iran. For this purpose, an integrative approach of ANP &QFD has been applied. Data collection in this paper is divided into two library and field study with questionnaire and expert interview. The sample of this survey is composed of financial experts and senior officials of the surveyed company. Delphi technique was used to identify the requirements of the financial sector's customers and then the requirements have been prioritised using ANP technique. Finally, technical requirements and financial strategies have been ranked using QFD technique.The most important customer needs have been identified and prioritised. ""Transparent system of payment"" is identified as the most important criterion. After determining the most important customer requirements, technical requirements for meeting them were prioritised and strategies were proposed. ""Cash management of the company"" has been identified as the most important financial strategy to meet customers' needs. © 2017 Inderscience Enterprises Ltd.";International Journal of Advanced Operations Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027064364&doi=10.1504%2fIJAOM.2017.085628&partnerID=40&md5=e1ccd9750cb4d529dc1fe0ac71d8b60c
318;Arda O.A., Delen D., Tatoglu E., Zaim S.;An analytic approach to assessing organizational citizenship behavior;2017;5;This study examines the organizational citizenship behavior (OCB) of employees by designing and developing an analytic network process (ANP) methodology. The viability of the proposed methodology is demonstrated via the sales representatives of Beko, a brand name controlled by Koç Group. We first develop a conceptual framework based on qualitative research methods – in-depth interviews and focus group sessions. We employ the principles of ANP methodology to examine and discover the inter-relationships among the OCBs. This process results in a descriptive model that encapsulates the findings from both qualitative and analytics methods. Necessity, altruism, departmental, compliance, and independence are the underlying dimensions of OCBs found to be the most influential/important. The key novelty of this study resides in designing and developing a prescriptive analytics (i.e. ANP) methodology to evaluate the OCBs, which is rare in the area of organizational behavior (a managerial field of study that have been dominated by traditional statistical methods), and thus serves as a useful contribution/augmentation to the business/managerial research methods, and also extends the reach/coverage of analytics-based decision support systems research and practice into a new direction. © 2017 Elsevier B.V.;Decision Support Systems;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85028805887&doi=10.1016%2fj.dss.2017.08.004&partnerID=40&md5=b550e23a17b743fb724a4f31f1cd989e
319;Bagheri M., Shojaei P., Jahromi S.A., Kiani M.;Proposing a model for assessing green hotels based on ecological indicators;2020;5;The hospitality industry has undergone significant developments as new modes of environment-friendly tourism and hotels have emerged (including ecotourism, eco-hotels, ecolodges, and green hotels). These new features, however, have not been specifically investigated, especially in a considerably potential tourist destination like Iran. This study sought to develop a model for identifying and prioritizing the indicators that could determine the ecological features of hotels. Following a systematic review, exploratory factor analysis and analytic network process were used to construct a hybrid model and its elements were then prioritized in five-star hotels in the Fars province, Iran. The model consisted of five dimensions (totally including 19 indicators), namely “energy,” “ecological adaptation,” “materials and equipment,” “foods and drinks,” and “cultural-economic activities.” The findings revealed that the “energy” dimension was significantly important, while indicators such as “effective use of water,” “supply and efficient use of energy,” and “use of renewable energies” were the most important indicators, respectively. The results of this study can encourage managers/practitioners in hotel accommodation to concentrate on the indicators that could promote the ecological level of hotels. In doing so, they can consider energy, foods, and beverage indicators in developing green hotels and implement appropriate accommodation with ecotourism standards to attract (inter)national tourists. © The Author(s) 2020.;Tourism and Hospitality Research;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85079721010&doi=10.1177%2f1467358420904123&partnerID=40&md5=18afe5935f5a09c145d90791f3f84cbf
320;Balouei Jamkhaneh H., Safaei Ghadikolaei A.H., Madhoushi M., Yahyazadehfar M.;Excellence criteria of services supply chain in management consulting institutes of Iran;2018;5;Purpose: The purpose of this study was to identify the excellence criteria of services supply chain (SSC) in Iran and the relationship between them and the importance of each criterion. Design/methodology/approach: In this paper, after reviewing the principles and evaluating models of SSCs, using the fuzzy Delphi method, the criteria for excellence in the supply chain processes were identified. Then, the relationships between these criteria and their significance were evaluated using decision-making trial and evaluation laboratory (DEMATEL) and DEMATEL-based analytic network process methods. Findings: The results show that 19 evaluation criteria have been identified in Iran in accordance with the SSC process. These criteria were classified according to their nature and based on the Deming Excellence Model and ISO 9004 standards in four areas: Plan, Do, Check and Act. In addition, the Act dimension with the weight of 0.275 has the highest importance and the Plan dimension with the weight of 0.219 has the lowest importance. Practical implications: This study attempted to identify appropriate criteria for SSC processes in management consulting firms by examining supply chain assessment models to provide the managers with the right understanding of this industry for performance assessment so that they have a better knowledge of supply chain processes. Originality/value: The results will be useful for managers to understand the SSC and the ways of SSC excellence in a service organization. This research is a first step for evaluating SSC performance of management consultancy institutes. In fact, after the identification of SSC processes and evaluation criteria, designing a mechanism for the evaluation of the performance of SSCs can be a subject for future research. © 2018, Emerald Publishing Limited.;Journal of Science and Technology Policy Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85037553288&doi=10.1108%2fJSTPM-04-2017-0013&partnerID=40&md5=49c377c9c58420b1d1dbda225499eecf
321;Battistoni E., Fronzetti Colladon A., Puglia P.;Exploiting the potential value of over-the-counter drugs through brand equity: An analytic network process approach;2014;5;"We propose a network model to identify the main drivers of consumer-based brand equity. We apply our research to assess the value of three over-the-counter drug brands. Our aim is to help manufacturers to improve their position in the market of self-medication. This market has very peculiar characteristics: consumers buy products in response to their specific health needs; nonetheless, the market is not strictly regulated in the same way that the prescription market, which allows firms to choose their pricing and communication strategies. Moreover, consumers are not forced by physicians to buy one specific drug, but they can choose the one they prefer. To develop our model we use the Analytic Network Process methodology, which allows integrating qualitative and quantitative judgments from many decision makers and deals with non-regular preference structures. The output of the model is a ranking of the brand value drivers, according to their importance in influencing the consumers' purchase intentions. We find that advertising plays a major role in this setting. To test our model and validate our results, we analyse three Italian brands that produceover-thecounter (OTC) Diclofenac-based drugs. In addition, we compare our results with their market share. © 2014 The Author(s).";International Journal of Engineering Business Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84925859098&doi=10.5772%2f59157&partnerID=40&md5=89cfe5c7bba9ab3234eac58d98ed0149
322;Bayhan H.G., Demirkesen S., Zhang C., Tezel A.;A lean construction and BIM interaction model for the construction industry;2021;5;An Analytical Network Process (ANP) was created to test the Lean and BIM concepts with data collected from U.S. companies to find the success factors of the Lean/BIM framework. After an extensive literature review, a total of 17 sub-categories for Lean/BIM are classified into three clusters, namely Communication, Production, and Visualization. An ANP network is then established to station the links between the attributes of the framework while computing their importance weights. Eight experienced civil engineers took part in the questionnaire study to assess the relations between the attributes. The main purpose of this study is to reveal the synergy between Lean and BIM with different components reflecting this synergy and present the Lean and BIM synergy on a comprehensive model. The results indicate that Production is the prominent cluster and Production Control, Standardization and Information accuracy are the most important factors in the Lean/BIM synergy. To validate the model, five construction projects were selected to test and observe the results accordingly. The study is expected to help construction industry leaders set their priorities, benefit more from the interaction between Lean and BIM, and revise their strategies accordingly. This study identifies Lean/BIM categories and subcategories as a roadmap for research and implementation. In this context, the study reveals the relationship between the categories/subcategories along with the weights and most and less important categories for Lean/BIM implementation and research. © 2022 Informa UK Limited, trading as Taylor & Francis Group.;Production Planning and Control;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85122260110&doi=10.1080%2f09537287.2021.2019342&partnerID=40&md5=ec671caab64a19fad0eb1e98d327145f
323;Chen K.-L., Yeh C.-C., Huang J.-C.;Supplier selection using a hybrid model for 3C industry;2014;5;Abstract: Supplier selection is a good strategy for firms that can reduce operating costs and improve competitiveness for computer, communication and consumer electronics (3C) industry. The major aim of this research is to build a systematic approach for establishing a supplier selection model, and then prioritize improvement criteria in order to best supply chain management. The study proposed a hybrid approach by using the interpretive structural modeling (ISM) method to deal with the interrelationship among criteria, and the analytic network process (ANP) method is employed to recognize the criteria of supplier selection and evaluate with respect to environmental competency for the case of Taiwan's 3C industry. The study shows that the proposed model could be an effective and efficient decision-making tool that can be easily extended to other contexts. Especially, it has provided decision-makers and researchers with better understanding of the differences in supplier selection activity needs and specific management interventions by examining these criteria. © 2014, Copyright © 2014 Vilnius Gediminas Technical University (VGTU) Press.;Journal of Business Economics and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84925945526&doi=10.3846%2f16111699.2013.807870&partnerID=40&md5=79d761ac08223ff832a37d09f185fc6d
324;Fernández-Habas J., Sánchez-Zamora P., Ceña-Delgado F., Gallardo-Cobos R.;Assessment of ecosystem services provision: The case of mountain olive groves in los pedroches, southern Spain;2018;5;The mountain olive grove is an agroecosystem that, despite low yields and high costs, is recognised for its marked multifunctionality and its significant potential to provide ecosystem services. Due to the close relationship between ecosystem services and human well-being, advancement in the identification and assessment of potential benefits is of great interest. Thus, by using the multi-criteria decision-making technique Analytic Network Process (ANP), this study offers an approach to assessing mountain olive grove ecosystem services provision. Based on three possible scenarios or alternatives, ANP provides data to determine the management system that has the most impact to provide ecosystem services. The results could supply technical data to support policy decision-making for the development of rural areas. © 2018, Bononia University Press. All rights reserved.;New Medit;Non-Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85057003087&doi=10.30682%2fnm1802d&partnerID=40&md5=8936e174b2741ae7a4318c52520e7336
325;Hong J.;A method for identifying the critical success factors of CoP based on performance evaluation;2017;5;The Community of Practice (CoP) within an organization is a practical way to manage knowledge as systematically as other critical assets to deploy and share it. The availability of the right information at the right time based on performance evaluations is critical. However, there have been few attempts to identify Critical Success Factor (CSFs) based on evaluations to foster knowledge sharing activities in CoPs. Therefore, we developed not only a holistic and systematic method to understand and assess the current state of the CoP but also a method to extract the main CSFs of the CoP based on a performance evaluation. A method for the elementary expression of performance measures and the global performance expression of strategies and CSF was developed using a desirability function to provide information useful in grasping the whole picture of the CoP. The relative importance of strategy and CSFs was extracted based on the cause and effect relationships within the Balanced Scorecard using the Analytic Network Process. In addition, an Importance-Performance Analysis (IPA) is applied based on the relative importance and global performance expression of the CSFs. © 2017 The OR Society.;Knowledge Management Research and Practice;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85033491646&doi=10.1057%2fs41275-017-0066-6&partnerID=40&md5=da712b985e124dfabec0ad4ff1d2d4e4
326;Im K., Nam K., Cho H.;Towards successful business model management with analytic network process-based feasibility evaluation and portfolio management;2020;5;Despite the great importance of designing innovative business models, a validated methodology that helps related process is still not available. To fill this gap, this research introduces business model management concepts that consider business models as individual entities that can be systematically developed and managed by utilizing science based methodology. This study mainly focuses on proposing business model evaluation and deployment framework by applying analytic network process (ANP), a multi multiple criteria decision-making method and portfolio matrix strategy. The proposed evaluation method is designed to consider both internal and external perspectives where internal perspective is measured through ANP method by employees, while external perspective is measured through customer survey by in-depth interview. The obtained values from ANP and customer survey are then used to construct the business model portfolio matrix for continuous business model management. To this end, this study identifies 12 criteria within three different categories employed in ANP analysis and business model portfolio matrix, respectively. The proposed framework for managing business models provides new insights to both practitioners and academics. It regards business models as individual entities and introduces a way to practically apply the business model concept. It also provides managers with guidelines to manage business model alternatives in terms of evaluation, selection, and continuous management. Finally, because this study is, to the best of our knowledge, one of the first attempts to employ the portfolio management concept in business model research, it can function as the foundation for future applied business model research. © 2020, Institute of Applied Informatics at University of Leipzig.;Electronic Markets;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087367261&doi=10.1007%2fs12525-020-00427-2&partnerID=40&md5=ed2c6fe1cb508d084bf0fadb0000c3bd
327;Khalilzadeh M., Katoueizadeh L., Zavadskas E.K.;Risk identification and prioritization in banking projects of payment service provider companies: an empirical study;2020;5;Identifying risks and prioritizing is important for payment service provider (PSP) companies to get banking projects and gain more market share. However, studies regarding the identification of risks and causal relationships are insufficient in the Iranian PSP industry and the industry is unique because of its characteristics. In this study, 30 experts involved with PSP companies are employed as the research sample. Eleven key risks and Forty-six sub-risks are also identified. Subsequently, the fuzzy decision-making trial and evaluation laboratory technique is applied to determine the effective and affected risks and the severity of their effects on each other. Finally, all risks are ranked. Due to the internal interrelationships of the main risks, the weight of each risk is calculated via the fuzzy analytic network process. As the second-level risks have no significant interrelationships, they are ranked via the fuzzy analytical hierarchy process. Moreover, the best-worst method is used to ensure that the obtained rankings are reliable. This study identifies the risks affecting the loss of banking projects and determines the impacts of these risks on each. A sensitivity analysis is then conducted on the weights of the criteria, and the results are compared. © 2020, The Author(s).;Frontiers of Business Research in China;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087418536&doi=10.1186%2fs11782-020-00083-5&partnerID=40&md5=620fef63c44f61afc3f37fb1f58e84df
328;Kim C.;A systematic approach to identify core service technologies;2017;5;In spite of the importance of service technologies in the service industry, they have not been analysed systematically. In response, this study proposes a new approach to identify core service technologies. At first, the technological interrelationship matrices from the perspectives of intensity, relatedness, and cross-impact are constructed with support, lift, and confidence values calculated by conducting an association rule mining on the co-classification information of business method patent data. The analytic network process is applied to the constructed technological interrelationship matrices in order to produce the importance values of service technologies from each perspective, considering their direct and indirect interrelationships. Data envelopment analysis is then employed to the derived importance values in order to identify core service technologies, putting three perspectives together. The proposed approach can be utilised for both firms’ planning of service technologies and service innovation policy-making of governments. © 2016 Informa UK Limited, trading as Taylor & Francis Group.;Technology Analysis and Strategic Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84975125443&doi=10.1080%2f09537325.2016.1197898&partnerID=40&md5=ec0e6b7efd6289da801710a3bb28fcdd
329;Lahby M., Cherkaoui L., Adib A.;Towards an efficient network selection technique based on differentiated weight of access interface;2012;5;In this work, the authors have proposed a new technique for network selection decision. This technique combines two multi attribute decision making (MADM) methods. The analytic network process (ANP) method to find the differentiate weights of available networks by considering each criterion and the grey relational analysis (GRA) method to rank the alternatives. To show the effectiveness of our technique we have presented the simulation results of four traffic classes namely background, conversational, interactive and streaming. Copyright © 2012, IGI Global.;International Journal of Business Data Communications and Networking;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84877904707&doi=10.4018%2fjbdcn.2012100103&partnerID=40&md5=03aaa13794c19a8a270f5871e93e3325
330;Lee W.S., Yang Y.T.;Valuation and choice of convertible bonds based on MCDM;2013;5;The pricing model of convertible bonds has emerged as an important assessment model for financial investment in recent years. This model suggests that the pricing model of convertible bonds can be decomposed into the Options Pricing Theory and Pure Bonds Theory. Literature in the past did not explain therelative weight and factors affecting these two models. This research is anattempt to explore the unexplained portion of the pricing model of convertiblebonds by adopting Decision-Making Trial and Evaluation Laboratory, Analytic Network Process, and Multiple Criteria Decision-Making of the VlseKriterijumska Optimizacija I Kompromisno Resenje. The model has been referred to three Taiwanese technology firms issuing convertible bonds for verification. The result indicated that the aforementioned two models are inter-affecting each other and in self-regression. Of the eight criteria, conversion price remains the critical factor affecting the pricing of convertible bonds. It was followed by stock price and yield rate. In assessing convertible bonds, the convertible bonds issued by the aforementioned three Taiwanese technology firms were also subject to testing. Convertible bond issue B approximates the expected return rate of the investors the most. It is the most preferable investment option of the convertible bonds issued by the three technology companies. © 2013 Copyright Taylor & Francis.;Applied Financial Economics;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84875861982&doi=10.1080%2f09603107.2013.770122&partnerID=40&md5=7feb55e53869853eef032911a22d3e7f
331;Lin C.-P., Chen S.-H., Trac L.V.T., Wu C.-F.;An expert-knowledge-based model for evaluating cultural tourism strategies: A case of Tainan City, Taiwan;2021;5;This work utilizes an expert-based framework for the hybrid of in-depth interviews, Fuzzy Delphi Method (FDM), Analytic Network Process (ANP), Weighted Linear Combination (WLC) to evaluate cultural tourism strategies for Fucheng Historical District in Tainan City, Taiwan. A set of indicators were proposed through in-depth interviews with experts. Then, FDM was employed to select criteria, sub-criteria. The weight-based computation through ANP demonstrated that historical and cultural value is highly prioritized in criteria, whereas cultural assets and preservation of historical buildings are significant sub-criteria. In addition, we find that “cultural and creative clusters” is a prioritized strategy that should be adopted in historic-route-based cultural tourism. Finally, WLC indicated that Route VI is the most suitable route to organize “cultural and creative clusters”. In order to call for the sustainable implementation of tourism development, the proposed modelling approach is an effective tool that provides a comprehensive understanding to develop tourism strategies. © 2021 The Authors;Journal of Hospitality and Tourism Management;Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115427267&doi=10.1016%2fj.jhtm.2021.08.020&partnerID=40&md5=8e96baa278710f7cc05c709cf5ec6802
332;Liu A., Wang R., Fowler J., Ji X.;Improving bicycle sharing operations: A multi-criteria decision-making approach;2021;5;Bicycle sharing is quickly becoming popular because it is environmentally friendly and offers convenience to customers. Determining how to improve the service level and customer satisfaction are the keys to a successful bicycle sharing business in today's fiercely competitive market and are also the keys to achieving a sustainable operation. In this paper, following a hierarchical structure, five main factors related to the bicycle sharing operations are identified: (1) convenience and flexibility, (2) operation service, (3) economic cost, (4) design and layout and (5) management specification. Eighteen sub factors are then derived. To determine the significant factors affecting bicycle sharing operations, the Multi-Criteria Decision-Making (MCDM) approach based on Interval Type-2 Fuzzy Sets (IT2FSs), Decision Making Trial and Evaluation Laboratory Model (DEMATEL) and the Analytic Network Process (ANP) are proposed. First, IT2FSs and fuzzy DEMATEL are integrated to analyze the complex relationships among the various factors. DEMATEL is then integrated with ANP to rank the importance of these factors. Results are compared with those of other state-of-the-art MCDM methods. It is concluded that convenience and flexibility, rationality of the layout, and economic cost are the three most important factors impacting the bicycle sharing business model. Based on the findings, theoretical guidance for the development of bicycle sharing operations is provided. © 2021;Journal of Cleaner Production;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102861374&doi=10.1016%2fj.jclepro.2021.126581&partnerID=40&md5=eaa5cef75d187ab8924df2c3072eed5e
333;Maleki M., Cruz-Machado V.;Integration of practices and customer values in a supply chain;2015;5;"The ultimate goal of supply chains is to satisfy their end customers. To do so, they implement a set of practices along their chain in order to generate value for customers. Therefore, aligning supply chain practices with customer values is a core objective of supply chains. The current research employs Bayesian Networks (BNs) and Analytic Network Processes (ANPs) to integrate practices and customer values in a supply chain as well as quantifying their mutual correlations. In the first phase, it collects and analyzes data about six specific customer values; in the second phase, the importance of practices is evaluated by experts in the respective industry using ANPs; and in the final phase, the output of the two analyses meet in a BN to generate a model which is capable of quantifying their mutual correlations given the input data. In addition, the proposed approach can handle scenarios for identifying whether a specific customer value is preferred by the end customer and what practices should be implemented; or vice versa, in cases where a specific practice is implemented, identifying how it contributes to customer values. This approach is applied to a case study in the food industry in order to present its application empirically. © 2014 International Society of Management Science and Engineering Management.";International Journal of Management Science and Engineering Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85015508645&doi=10.1080%2f17509653.2014.937837&partnerID=40&md5=314b9443fbdd2c20efaeddfb1fe41611
334;Mohan K.K., Srividya A., Verma A.K.;Prototype dependability model in software: an application using BOCR models;2016;5;Actual software project feasibility assessment is one of the foremost challenging and vital activities in estimating economics of software before its actual development. Therefore, prototyping in recent years, gradually become an approach to decide various options and possible outcomes before its real implementation and success of the projects. Most of the prototype studies in software engineering acts as a good pointer to envision and reflect upon the final product prediction. However, there has been dearth so far for a detailed economic analysis accountable for benefits, opportunities, risks and costs (BOCR) merits arising from various influencing factors (criteria and sub-criteria…). Further to determine the final possible outcomes (alternatives) through the trade-offs between the BOCR models. The present work attempts to close this gap. The modeling is performed in association with two types of models: analytic network process (ANP) and analytic hierarchy process (AHP) with complex relations between influencing factors. The former is illustrated as BOCR-ANP in the form of a control network and analysed through questionnaire based on expert judgement and historic data. The latter BOCR-AHP as a strategic hierarchy via real time data collected from the defect consolidation log data sets through linguistic variables proposed by same authors in our previous work. Thus we propose to investigate prototype dependability model through the inputs arising from expert judgement and real time data. More importantly our proposed model is realized without constructing actual working model. It is an analytical model based on inputs from past experience. The model can be a replacement for a working model for smaller/medium projects or additional inputs to strengthen working model for larger complex software systems. Thus our paper proposes a holistic model to assess the prototype dependability in software at prototype level in early in the software life cycle process. We carried over a case study to examine the proposed approach and to evaluate the economic feasibility of projects in I.T. industry. © 2016, The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of Operation and Maintenance, Lulea University of Technology, Sweden.;International Journal of System Assurance Engineering and Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84964780787&doi=10.1007%2fs13198-016-0427-1&partnerID=40&md5=1bb202d23dbc507154f39d70e6097c10
335;Naimi M.A., Faisal M.N., Sobh R.;Prioritization of supply chain reconfiguration variables using balanced score card and analytic network process;2020;5;Supply chain reconfiguration has emerged as a key variable that determines the capability of supply chain to adjust itself in wake of risks or dynamic business environment. However, supply chain reconfiguration is dependent on several variables that need to be prioritized to focus resources for improvement. The study reported in this paper proposes a multi-criteria decision approach to prioritize the variables associated with supply chain reconfiguration. The novelty of the proposed model lies in its capability to integrate the dimensions of balance scorecard and analytic network process. The proposed model is evaluated for a case supply chain from retail sector. © 2020, International Forum of Management Scholars. All rights reserved.;International Journal of Operations and Quantitative Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85111932754&doi=10.46970%2f2020.26.2.2&partnerID=40&md5=23eda828be5b0e80598ab68109a58c49
336;Ocampo L., Clark E.;A simulation-based fuzzy analytic network process approach in developing sustainable manufacturing strategy;2015;5;This paper adopts a probabilistic fuzzy analytic network process (PROFUZANP) approach in developing a sustainable manufacturing strategy. In this hybrid method, analytic network process handles the complexity of the problem structure under consideration, fuzzy set theory is used to describe vagueness in individual decision-making and probability theory is used to handle randomness in group decision-making. This holistic methodological approach addresses complexity and uncertainty both in individual and group decision-making which is useful in modeling group decisions such as developing a sustainable manufacturing strategy. In this work, an inclusive approach of integrating traditional manufacturing strategy concepts and sustainable manufacturing principles is proposed as a unifying decision model. The proposed decision structure adopts the hierarchical structure of manufacturing strategy and explores the presence of strategic responses and stakeholders' interests as significant components of sustainability. Using PROFUZANP, the decision model identifies the content policies of sustainable manufacturing strategy. This content strategy is expected to address both competitiveness and sustainability of manufacturing firms. Results are reported in this paper along with insights and future work. The contribution of this work is the integration of manufacturing strategy and sustainability into a coherent decision framework that requires the use of PROFUZANP in dealing with complex and uncertain group decision-making problem.;Management and Production Engineering Review;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84979581253&doi=10.1515%2fmper-2015-0014&partnerID=40&md5=d5fe2f89c9b3d608da69a8f6a7b6f87e
337;Ocampo L.A., Clark E.E., Chiu A.S.F., Tan R.R.;Modelling a decision-making network for sustainable manufacturing strategy;2020;5;This paper develops an approach that explores the impact of stakeholders' interests in developing a sustainable manufacturing strategy. Manufacturing firms are faced with the challenge of integrating sustainability with the classical function of manufacturing. To integrate these two objectives is to take into consideration different stakeholders' interests as significant drivers toward sustainability. This work explores the significance of these interests in developing a manufacturing strategy using the proposed probabilistic fuzzy analytic network process. The method handles the complexity of the decision framework and judgment elicitation in pairwise comparisons is described using linguistic variables with equivalent triangular fuzzy numbers. Probability theory is then used to merge the judgments of multiple decision-makers. The method is useful for handling complexity and uncertainty in group decision-making. Results show the content of the sustainable manufacturing strategy. Insights and future works are also discussed. © 2020 Inderscience Enterprises Ltd.;Progress in Industrial Ecology;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85079775415&doi=10.1504%2fPIE.2020.105197&partnerID=40&md5=5fdf2c114224a84d6b56f78a62013a0c
338;Rouhani S., Ravasan A.Z.;A practical framework for assessing business intelligence competencies of enterprise systems Using fuzzy ANP approach;2015;5;As traditional concept in management, decision support had a remarkable role in competitiveness or survival of organisations and following, as modern impression, nowadays business intelligence (BI) has various applications in achieving desirable decision supports. Consequently, assessing BI competencies of enterprise systems can enable decision support in firms. This paper presents a practical framework for assessing the business intelligence capabilities of enterprise systems based on a set of novel factors and utilising fuzzy analytic network process (FANP). Through this, the construct of BI competency is decomposed into three main competency parts including 'managerial', 'technical' and 'system enabler' sub-goals, five main factors and 26 criteria. Using this framework, the BI competency level of enterprise systems can be determined which can help the decision makers to selec the enterprise system that best suits organisations' intelligence decision support needs. In order to validate the proposed model, it is applied to a real Iranian international offshore engineering and construction company in the oil industry to select and acquire ERP system. This research provides a complete frame (factors, criteria and procedures) for firms to assess their proposed software and systems in the field of BI competencies and functions. Copyright © 2015 Inderscience Enterprises Ltd.;International Journal of Applied Decision Sciences;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84920074465&doi=10.1504%2fIJADS.2015.066559&partnerID=40&md5=e42ce5b4d0e757942e6dd26667cfcde6
339;Ruano Pérez J.L., Rodríguez-Rodríguez R., Alfaro-Saiz J.-J., Verdecho M.-J.;An ANP-based network to measure the impact of lean production on organisational performance;2018;5;Purpose: The main objective of this research is to design a decision-making network, based on the Analytic Network Process (ANP) technique (Saaty, 1996), which will include the main elements to take into account when stating the effect that the application of LP techniques has got on the performance of an organisation, measured this through a Performance Measurement System (PMS). Design/methodology/approach: The authors have carried out a scientific literature search to state what the main LP techniques are –and how to group them into different clusters- and have then applied the ANP, its first phase, in order to design the decisional network. Findings: There is a gap in the literature when trying to identify and quantify to what extent the implementation of LP techniques affects to organisational performance. The ANP is an appropriate technique to do so due to the need of gathering and quantifying experts’ opinions. Originality/value: The designed ANP-based network to measure the impact of LP over organisational performance is a novel approach. This paper justifies its usage and paves the way to implement the rest of the ANP phases in future research work. © 2018, Universitat Politecnica de Catalunya. All rights reserved.;Journal of Industrial Engineering and Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045147255&doi=10.3926%2fjiem.2536&partnerID=40&md5=557d09362bb7514ac440b53d8453376f
340;Safaie N., Piroozfar S., Golrizgashti S.;Identifying and ranking supply chain management damages using analytic network process (FMCG case study);2019;5;Supply chain management is a set of used methods for the efficient integration of suppliers, manufacturers, warehouses, and sellers to respond to customer requirements in order to reduce system costs and distribute products at a right place and right time. This study aims to identify and rank the supply chain damages using the analytic network process as a practical case in a fast-moving consumer goods (FMCG-food industry) company. Firstly, the supply chain damages are explored according to the literature review. In the next step, the most important damages are identified into four clusters of supply: supply, production, distribution, and support. Then, the weights of each identified damage based on its effects on other damages are calculated by using the analytic network process approach. According to the results, the most important supply chain damages include logistics, distribution, competition, and changing market tastes. The obtained results can provide practical discussion and solutions for similar companies to improve their market share and ensure customer satisfaction. © Iran University of Science and Technology 2019;International Journal of Industrial Engineering and Production Research;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072910969&doi=10.22068%2fijiepr.30.3.313&partnerID=40&md5=8fae4aa9a65a63473ff1321121a96a48
341;Sardasht M.S., Rashedi E.;Identifying influencing factors of audit risk model: A combined fuzzy ANP-DEMATEL approach;2018;5;"In the professional circles, factors affecting audit risk are treated independently; however, a more objective approach in assessing detection risk should be involved the relationships among the audit risk factors. This study introduces a framework based on a fuzzy multi-criteria decision support to identify the influencing factors may affect the audit risk model considering the interdependencies among them. We first takes advantages of a fuzzy screening method to screen forty more practical factors may affect the audit risk model out of 58 potential ones. Then, we applied a combined approach of Analytic Network Process (ANP) and Decision-Making Trial and Evaluation Laboratory (DEMATEL) to weight the factors and prioritize them considering their inner and outer dependencies complemented with a case study of Iran. To be more compatible with ambiguities related to human beings and make more useful decisions in the real world, the fuzzy set theory is used. The combined approach used in this study providing correct, precise weight for each factor can explore a more rigorous framework for decision-making in risk assessment by integrating interdependent relationships within and among audit risk factors. © 2018, Universidad de Huelva. All rights reserved.";International Journal of Digital Accounting Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85050923727&doi=10.4192%2f1577-8517-v18_4&partnerID=40&md5=5db5e938cef2f814d899cda8c0f49704
342;Tekez E.K., Ta?deviren G.;Measuring the influence values of lean criteria on leanness;2020;5;Purpose: The purpose of this paper is to evaluate the impact of lean criteria on leanness as well as prioritize them, taking the relationships between dimensions into consideration for manufacturing enterprises. Design/methodology/approach: This study considers leanness over quality, cost, delivery and innovation (QCDI) performance dimensions. Twenty eight criteria related with these dimensions were determined that are focused on manufacturing organizations and then fuzzy analytic network process (ANP) approach was used to determine the influence value of each criterion on leanness. Findings: The existing literature shows a lack of studies on systematically measuring the impact of lean criteria on leanness. To fill the gap, this paper presents a fuzzy ANP approach. Firstly interactions between the performance dimensions were configured. Then, according to the relationship, weights were obtained while taking the network structure that allows dynamic multidirectional relationships for interdependencies among performance dimensions into consideration. This provides a more accurate approach for determining the impact value on leanness performance in real-life decision-making environments. Research limitations/implications: The limitation of this study is that only manufacturing enterprises have been considered. Different criteria may need to be developed for service organizations. Practical implications: This study gives a real insight to lean practitioners in the manufacturing system. Due to the fact it is difficult to achieve all the criteria at the same time for a company, this study is significant for manufacturers, indicating which criteria should primarily be focused on in order to achieve leanness. Originality/value: Applying fuzzy ANP on interrelated QCDI performance dimensions to evaluate the impact of lean criteria on leanness is the novelty of this study in the related literature. The fuzzy ANP approach is thought to be a more suitable approach to obtain more realistic and accurate results with the power to cope with ambiguity. This study provides a systematic measurement of the influence of lean criteria, also considering interdependencies between performance dimensions. Another contribution of this study is adding innovation to the performance dimensions that are commonly known as quality, cost and delivery to assess leanness in a comprehensive manner. © 2020, Emerald Publishing Limited.;Journal of Manufacturing Technology Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087571797&doi=10.1108%2fJMTM-09-2019-0321&partnerID=40&md5=3315d398989bfcacb307e5689e5cd341
343;Thilini M., Wickramaarachchi N.C.;Risk assessment in commercial real estate development: An application of analytic network process;2019;5;"Purpose: The purpose of this paper is to analyze the commercial property development risk factors from the entrepreneur’s point of view against social, economic, environmental, technological and political risk assessment criteria. After that, this study aims to assess the risk factors based on the analytical network process (ANP) model and to prioritize the key risk factors to identify which risk factor is highly affected to the commercial development process. Design/methodology/approach: The data were collected through face-to-face interviews using a structured questionnaire. The analysis of the risk factors involved the ANP model using super decision software. Findings: The results revealed that there are five major risk factors such as environmental, social, economic, technological and political risk, and 32 sub-risk factors. According to the super matrix calculation, the synthesized values for three projects were 0.0704, 0.0532 and 0.0431, respectively. It was identified that Ward City was 0.0704, indicating that it is comparatively less risky and, hence, can be categorized as the best development and considering the sub-risk factors; the results show that the highly affected risk factors for the development are: the council approval process, climate changes and natural disaster, and the least affected risk factors are confidence to the market, lifecycle value, investment return and currency conversion factor. Practical implications: The paper includes implications for the development of commercial properties, risk and risk assessment criteria to make risk management strategies and policy implementation. Originality/value: The research findings are helpful in improving risk management strategies in the country, and policy formulation should focus on the above identified three risk factors in order to mitigate the risk in every stage and to achieve sustainable project development while increasing the satisfaction of long-term investment goals. © 2019, Emerald Publishing Limited.";Journal of Property Investment and Finance;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85066825755&doi=10.1108%2fJPIF-01-2019-0002&partnerID=40&md5=d92d58d8c77578074cf601f7dc31cb60
344;Titiyal R., Bhattacharya S., Thakkar J.J.;E-fulfillment performance evaluation for an e-tailer: a DANP approach;2020;5;Purpose: E-fulfillment has a significant role to play within e-tailing, which provides products to a customer, comprising primarily of five components: website quality, customization strategy, distribution strategy, last mile delivery and return management. The purpose of this paper is to provide an e-fulfillment performance evaluation framework for an e-tailer, considering the different performance aspects of information systems (IS), marketing and operations for e-tailers. Design/methodology/approach: Since quite a few performance aspects (i.e. IS, marketing system and operations) need to be factored in while evaluating the e-fulfillment performance, it may be considered as a complex multi-criteria decision-making problem. This study used decision-making trial and evaluation laboratory (DEMATEL) based analytic network process (DANP) to investigate the relationship between performance class and performance aspects, and calculated their weights. These designated weights of performance aspects help managers to find the important aspects needing improvement. The understanding of the interrelationship among the performance aspects enables managers to improve the efficiency of an e-tailing system. Findings: This study provides the e-fulfillment performance evaluation framework to find the important aspects requiring improvement. The results of this study reveal that the important performance aspects of e-fulfillment performance are return policy, pickup method, innovativeness, assortment type, assortment width, trust (privacy and security) and promised delivery date. Practical implications: This e-fulfillment performance evaluation could be used by an e-tailer to assess the e-fulfillment performance, and identify areas of improvement. Originality/value: This study makes a contribution to the present body of knowledge by considering operations related performance aspects except the IS and marketing to evaluate the e-fulfillment performance. © 2019, Emerald Publishing Limited.;International Journal of Productivity and Performance Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072098048&doi=10.1108%2fIJPPM-12-2018-0459&partnerID=40&md5=acbb83b4af1ce7707da9a63ca3ef7895
345;Tsai P.-H., Chen C.-J.;Entertainment in retailing: Challenges and opportunities in the TV game console industry;2021;5;This study investigates the key development evaluation indicators of the TV game console industry based on the four dimensions of Saaty's ‘benefits, opportunity, costs, and risks’ model. The hybrid multiple attribute decision-making model is employed to create a new evaluation approach. The proposed hybrid model uses the decision-making trial and evaluation laboratory (DEMATEL) to determine the influential relationships among dimensions and criteria, the DEMATEL-based analytic network process to obtain influential weights, and the modified VlšeKriterijumska Optimizacija I Kompromisno Resenje method to assess performance gaps in industry development. The influential network relationship map and influence weights help TV game console firms' managers understand the industry's complex assessment system and set priorities for improving the industry's performance. The results of the study indicate that the improvement priorities of the model's dimensions have the following order: benefits, opportunity, costs, and risks. Several implications for the industry's management are also discussed. © 2021 Elsevier Ltd;Journal of Retailing and Consumer Services;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85101332749&doi=10.1016%2fj.jretconser.2021.102503&partnerID=40&md5=2224f95e100ea084cdc87f3a2fee1c10
346;Yeo S.Z., How B.S., Ngan S.L., Ng W.P.Q., Leong W.D., Lim C.H., Lam H.L.;An integrated approach to prioritise parameters for multi-objective optimisation: A case study of biomass network;2020;5;"Decision-making can be a complicated task when contradicting factors have to be considered and the complication is extended when qualitative factor is to be included. Mathematical approaches have been developed to generate a range of solutions for optimal decision to be made. In this work, Principal Component Analysis (PCA) and Analytic Network Process (ANP) are employed to develop sets of optimal decisional parameters which consider both the quantitative and qualitative inputs. PCA is a multivariate statistical tool that has been widely used for dimension reduction and to identify the importance of parameter based on its variation. However, this prioritisation method overlooks the customised needs of the decision-makers. ANP is an approach that is capable of deriving the priority weightages of a set of parameters based on the importance, influence power and dependency relationship of the elements. In order to achieve an optimal solution, max-min aggregation fuzzy technique is applied onto the solution sets to tighten the range of possible solutions and to determine an optimal variable which fits the multi-objective considered. A theoretical case study is presented to demonstrate the application of the proposed two-stage methodology. The demonstration proposes an effective approach to generate a narrowed range of optimal solutions that considers both quantitative and qualitative elements for decision-making. © 2020 Elsevier Ltd
select the most sustainable technology";Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85088399561&doi=10.1016%2fj.jclepro.2020.123053&partnerID=40&md5=e83aded9eb8d496671c955939f8d5745
347;Zammori F., Bigliardi B., Carmignani G.;Selecting inbound logistic policies: An ANP-based multi criteria decision making approach;2014;5;"This work presents a structured framework for the selection of the best inbound logistic policy, in a supplier-buyer relationship. Defining long lasting collaborations is a strategic issue, involving considerations of several parameters in terms of benefits, opportunities, costs and risks (BOCR). To support decision makers, the paper proposes a multi-criteria BOCR, which integrates a high level analytical hierarchy process (AHP) with a low level analytic network process (ANP). The latter one concerns operational issues, while the first one aggregates results from a strategically oriented point of view. The novelty of the approach relies in the way in which decision criteria have been structured in the form of decision networks: this makes it possible not only to streamline the analysis, but it also assures a high degree of flexibility. An industrial application is finally presented as experimental validation; obtained results demonstrate the quality and the robustness of the approach. Copyright © 2014 Inderscience Enterprises Ltd.";International Journal of Logistics Systems and Management;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84907101032&doi=10.1504%2fIJLSM.2014.064659&partnerID=40&md5=829aac43733d984ecd847ce106f2660f
348;Akcay E.C.;An analytic network process based risk assessment model for PPP hydropower investments;2021;4;"The number of public-private partnership (PPP) projects has gone up especially in developing countries. The risk assessment of PPP projects is essential in ensuring project success. The objective of this study is to develop an Analytic Network Process (ANP) based risk assessment model for hydropower investments, and a tool to facilitate quantification of risk ratings based on this model. The results show that the three most important risk factors that affect the overall risk rating of a PPP hydropower investment are legal risks, contractor/subcontractor risks, and operator risks. In addition, the three most important risk clusters were identified as stakeholders, government requirements, and resources, whereas market was the least important cluster. The tool that measures the risk rating of a PPP of hydropower project was tested on ten real cases, and satisfactory results were obtained in terms of its predictive capability. The contributions of this research include (1) identification of the risk factors and clusters of factors associated with PPP hydropower investments; (2) determination of the priority of each risk factor and cluster; (3) development a tool that guides the investors through the risk assessment of PPP hydropower investments. © 2021 The Author(s). Published by Vilnius Gediminas Technical University";Journal of Civil Engineering and Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85105763142&doi=10.3846%2fjcem.2021.14650&partnerID=40&md5=11de0964406baa6d732ef5814f3ab53d
349;Alkhayyal B.A., Gupta S.M.;A linear physical programming approach for evaluating collection centers for end-of-life products;2018;4;"This chapter studies the integration of quantitative and qualitative attributes of a particular issue in the strategic “designing” level of the reverse supply chain (RSC) process in a multicriteria decision-making environment. The study employs an analytical network process (ANP) to determine the performance indices of the collection centers derived through qualitative criteria from the remanufacturing facilities that are interested in buying used products. The evaluating criteria are comprised as a four-level hierarchy: the first level contains the objective of evaluating the collection centers, the second level involves the main evaluation criteria taken from the perspective of a remanufacturing facility, the third level contains the subcriteria under the main evaluation criteria, and the fourth level has the collection centers. ANP is presented herein as a matrix that comprises a list of all facets listed horizontally and vertically. This particular method is of value when key elements of a decision are difficult to quantify and contrast, and thus the identification of important facets and their incorporation into a linear physical programing (LPP) environment is of value. To determine the quality of end-of-life (EOL) products for transport from collection centers to remanufacturing facilities, a physical programming approach is adopted. Four criteria and their satisfaction are focused upon: (1) maximizing the total value of purchase; (2) minimizing the total cost of transportation; (3) minimizing the disposal cost; and (4) minimizing the purchase cost. A numerical example is considered in which three collection center locations are evaluated to identify the optimal collection center. © 2018 by Emerald Publishing Limited.";Applications of Management Science;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064071298&doi=10.1108%2fS0276-897620180000019005&partnerID=40&md5=15e6c6901617fcff1cb99f8e3f428b4c
350;Ferretti V., Bottero M., Mondini G.;A spatial decision support tool to study risks and opportunities of complex environmental systems;2015;4;An important problem arising when assessing territorial systems is linked to their complexity. This requires multidimensional approaches for the evaluation in order to obtain concise final judgments. Moreover, when dealing with territorial systems, the analysis of the geographical patterns of the elements under investigation plays a fundamental role. This paper proposes an integrated approach for the analysis of a complex environmental system based on the use of Multicriteria-Spatial Decision Support Systems (MC-SDSS). MC-SDSS consist in the integration of Geographic Information Systems (GIS) and Multicriteria Decision Aiding (MCDA) techniques. In particular, starting from a real case related to a mountain area in Northern Italy, the present paper explores the potentialities of the MC-SDSS methodology for supporting the definition of future transformation scenarios. © 2015 L&H Scientific Publishing, LLC. All rights reserved.;Journal of Environmental Accounting and Management;Non-Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85009400009&doi=10.5890%2fJEAM.2015.06.008&partnerID=40&md5=8570868c1e2f4d9422818f2fe65fa1e1
351;Gedela R.K., Mohan K.K., Prasad V.K.;Application of BOCR models in service oriented architecture (SOA): study on model validation through quantification for QoS considerations;2018;4;In the competitive market place, most organizations are going through a digital transformation to enhance the customer experience and reduce the risk, therefore quality of service (QoS), specifically performance, is becoming center stage in building real world applications. In building real world applications, two challenges are fundamental: firstly, how we effectively build models for performance under uncertainty, and secondly, in what way we validate the models through quantification. Consequently, our study reveals a significant research that has been underway and continue to be happening on the first part on model development, however, a limited research is in progress on QoS quantification in SOA applications. Hence, we attempted to fill the gap. Therefore, in this paper, we propose benefits–opportunities–cost–risk (BOCR) models for quantification of various QoS influencing factors using analytic network process (ANP) and analytic hierarchy process (AHP). We introduce an efficient algorithm for the first time based on BOCR–AHP/ANP methodology that validates the performance of real-world SOA applications. Most importantly, here in this paper, considered expert judgements and historical data from the in-the-field and on-the-project expertise to validate SOA–QoS making our proposed unique from other traditional practices. A case study has been carried out to validate the proposed approach and presented the results. © 2018, The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of Operation and Maintenance, Lulea University of Technology, Sweden.;International Journal of System Assurance Engineering and Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85056664092&doi=10.1007%2fs13198-018-0751-8&partnerID=40&md5=1ce67626cef22be53c79ddc541d2ddfd
352;Hesamamiri R., Mahdavi Mazdeh M., Bourouni A.;Knowledge-based strategy selection: a hybrid model and its implementation;2016;4;"Purpose – The purpose of this paper is to develop a novel hybrid multi-criteria decision-making (MCDM) model to help organizations select their knowledge-based strategy effectively. Knowledge management (KM) initiatives are often started with the selection of a strategy, which is a critical decision for a successful KM implementation. Design/methodology/approach – KM initiatives are often started with the selection of a strategy, which is a critical decision for a successful KM implementation. Thus, the aim of this paper is to develop a novel hybrid MCDM model to help organizations select their knowledge-based strategy effectively. Findings – Results illustrate that the proposed model is efficient to consider the complex interactions among criteria and provides a consistent decision with less pair-wise comparisons. Furthermore, a case study indicates that a “codification versus tacitness” strategy is preferred over other strategies considering nine main domain criteria. Originality/value – The contribution of this paper is threefold: it addresses the gaps in KM literature on the effective and efficient assessment of KM strategy selection; it provides a comprehensive and systematic framework that combines analytic network process (ANP) and consistent fuzzy preference relations (CFPR) to assess KM implementation strategy; and it illustrates a real-world study to exhibit the applicability of the proposed approach and the efficacy of the framework. © 2016, © Emerald Group Publishing Limited.";VINE Journal of Information and Knowledge Management Systems;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85015298883&doi=10.1108%2fVJIKMS-03-2015-0020&partnerID=40&md5=253e8d87626d1bc1209884cf3d6ee07e
353;Hsieh Y.-H., Chuang I.-C.;Evaluation of key factors for service experience: A comparison of tourism factories and international tourism hotels;2020;4;When building successful service experience, service providers have to consider multiple factors from a multi-element standpoint. This study aims to establish a new conceptual model for key factors affecting service experience and determine the influential key factors using a multi-perspective and multi-criteria methods. This study uses an analytic network process (ANP) to calculate the degree of influence exerted by the criteria and factors of the service experience and conducts in-depth interviews to validate the results of the ANP, improving the reliability of the results of the study and increasing its practical reference value. Results from tourism factories and international tourist hotels find five main criteria that affected service experience: employee, customer, service environment, information technology, and knowledge creation. The results reveal that employee and service environment are the most important criteria. Therefore, tourism factories and international tourist hotels must invest resources in training and managing employees to equip them with specialized knowledge needed to deliver high-quality service experience. Tourism factories and international tourist hotels also need to pay attention to service environments, and by building an environmental ambience, they allow customers to receive an aesthetically pleasing and comfortable service experience. Future researchers can extend this study’s architecture and results, incorporate other important criteria and factors, and consider the interdependent relations between multiple key factors to further improve the key factors affecting service experience. © The Author(s) 2019.;Tourism Economics;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85063970173&doi=10.1177%2f1354816619840099&partnerID=40&md5=fefe44218f85c74b9c61d86caccdf5ca
354;Huynh T.T.-M., Pham A.-D., Le-Hoai L.;Building a strategic performance management model for enterprises investing to coastal urban projects toward sustainability;2021;4;In addition to the sustainable development of coastal areas, the success of local corporations investing in coastal urban projects is significantly affected by severe sea level rises and extreme disasters. Investment companies should plan which objectives need to target to reduce uncertainty in the early project stages, track project execution, and assess project output as projects complete the construction phase and start operational activities. To assist enterprises in planning, evaluating, and monitoring project performance aligning with vision and strategy, this study contributes a strategic management tool developed by integrating the Balanced Scorecard (BSC), Analytic Network Process (ANP), and Decision Making Trial and Evaluation Laboratory (DEMATEL) methods. A case study of a well-known investment corporation in Vietnam illustrates the research approach. This research appreciated stakeholder’s satisfaction as the main consequence and human resource as the most prominent cause of coastal urban projects. Furthermore, the proposed model for Vietnam in this study could be referred by other developing countries to facilitate companies to plan, measure, evaluate, and control the organizational performances for the coastal urban project success. © 2021 The Author(s). Published by Vilnius Gediminas Technical University.;International Journal of Strategic Property Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102007388&doi=10.3846%2fijspm.2021.14298&partnerID=40&md5=334e96924444aa3a828c91adbacd1037
355;Khodadadi E., Aghabeigi M.;A novel hybrid MCDM approach based on fuzzy DEMATEL, ANP, and fuzzy VIKOR for selecting the best project managers;2018;4;Selecting the best managers from several proposed alternatives is a key factor in project success. The act of selecting administer is a multi-indicatory issue which includes qualitative and quantitative criteria that might be in contradiction or even might be vague. Therefore, complexity and importance of the problem requires using of analytical procedures rather than intuitive decisions. In the current article, first, the managerial competency criteria has been identified based on the library studies and surveys of specialists in the community. A Fuzzy DEMATEL method has been used for the sake of prioritizing the evaluation criteria and also for the relationship between effective criteria on the choice of superior managers of the project, afterward Analytic Network Process was applied for determining the weight criteria. In the end, a fuzzy multi-criteria model was designed, and through using metology, fuzzy sets and fuzzy VIKOR techniques, management substitution candidates have been prioritized. © 2018, IGI Global. Copying or distributing in print or electronic forms without written permission of IGI Global is prohibited.;International Journal of Information Technology Project Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048376315&doi=10.4018%2fIJITPM.2018040103&partnerID=40&md5=a4a4a2b91062e7ccd0bc50426f0d71a4
356;Lee W.-H., Hwang K.-P., Lin W.-J., Shieh J.-L.;An analysis of trusted service manager development modes by mobile operating system designers in Taiwan;2015;4;"A trusted service manager (TSM) mediates between service providers, mobile network operators (MNOs), and the secure element (SE) issuer. As a facilitator to accelerate the development of the Near Field Communication (NFC) application ecosystem, such as mobile payments, e-tickets, etc.; the TSM and its issues have received increased attention in recent years. In this study, the TSM development modes are analyzed under the challenges of mobile operating system designers (OSD) by an analytical network process. The research framework for developing a TSM is constructed by four main criteria and twelve sub-criteria through a literature review. Based on the authors' previous work, five possible developing modes of TSMs are set as alternatives. An analytic network process (ANP) framework is proposed, and expert questionnaires are designed. Eighteen experts in NFC-related domains, including MNO, bank, smart card, and TSM stakeholders, were interviewed, and a proper developing mode for TSM in Taiwan was obtained. All these experts are in businesses related with TSM or are familiar with the TSM ecosystem. The analytical results not only include the ranks of four main criteria and twelve sub-criteria but also reveal that experts expect ""Cooperation mode"" to be the best alternative for developing a TSM in Taiwan. The explanations for the ranks are discussed with the current NFC ecosystem in Taiwan. The research framework for developing a TSM in this study is also expected to be applied to different countries, as developing modes of a TSM are generally multiple-criteria decision-making issues. Developing modes of a TSM for other countries could be implemented by changing the criteria, sub-criteria and alternatives of this research structure according to a country's own political, NFC-related business environment or development stage of the NFC industry. In conclusion, this study provides academic and managerial implications of the results showing why ""Cooperation mode"" could be the best alternative to develop a TSM in Taiwan. This study's contributions are as follows. First, an ANP network of TSM development is constructed, and it can be applied to other countries with similar developing mode analysis processes. Second, a proper developing mode of a TSM in Taiwan based on the views of different experts is uncovered. © 2015 Elsevier B.V. All rights reserved.";Electronic Commerce Research and Applications;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84949482330&doi=10.1016%2fj.elerap.2015.09.001&partnerID=40&md5=6b5c4c50b6a1b0a4c055caeb6706d42e
357;Medel-González F., Salomon V.A.P., García-Ávila L.;Multi-criteria sustainability performance measurement: An application in Cuba;2015;4;Sustainability has become a big challenge to address in organisations of all sectors. Demonstrate the organisations commitment, including environmental and social issues at management and decisions processes, is essential. The aim of this paper is to present a network model to measure corporate sustainability performance and its practical application. The model was developed using the combination of different managerial tools like balanced scorecard, performance measurements systems and strategic sustainable alignment matrix. Analytic network process and analytic hierarchy process as multi-criteria methods were combined in the model. The application in four medium-sized companies located in Cuba allows identifying critical issues and opportunities for improvement in relation with sustainability performance. Despite the recognised limitations in the model, it can be a useful tool for organisations. Copyright © 2015 Inderscience Enterprises Ltd.;International Journal of Business and Systems Research;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946221461&doi=10.1504%2fIJBSR.2015.072586&partnerID=40&md5=7dcb971b20c0ed376aa9a05148c4b4be
358;Raja Ambedkar A., Murugesan P., Thamaraiselvan N.;Modeling brand resonance score (BRS) – an application in financial services;2018;4;Purpose: The experts in industry and academicians value brand resonance is the prerequisite factor in the firms of financial services. In this regard, the purpose of this paper is to model the brand resonance score (BRS) for modified customer-based brand equity (CBBE) model in mutual fund financial services using structural equation modeling (SEM) and analytic network process (ANP). Design/methodology/approach: Criteria and sub-criteria relative weights are calculated from the SEM and sub-sub-criteria relative weights are measured through pair-wise comparison matrix for BRS modeling using ANP approach. Findings: The brand resonance using ANP has been quantified, and BRSs of each brand through brand judgments and brand feelings criteria are calculated using two renowned Indian mutual fund services brands State Bank of India and Hong Kong and Shanghai Banking Corporation. Research limitations/implications: Interdependency between sub-criteria are not explored. This research study is specific to Indian bank mutual fund services context. Practical implications: Research findings provide useful guidelines for fund managers/analysts of mutual fund service firms to improve the brand resonance to investors. Originality/value: The paper explained modeling BRS using ANP technique which helps organizations quantify the brand resonance effectively. © 2018, Emerald Publishing Limited.;Journal of Modelling in Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85042365635&doi=10.1108%2fJM2-10-2016-0088&partnerID=40&md5=a1073e4f56f20aa118f71717ce7e331b
359;Rezaee E., Pooya A.;Resource allocation to strategies of quality management with FANP and Goal Programming approach;2019;4;Purpose: The purpose of this paper is to explore the relationship between effective strategies to improve the quality and quality management of allocated resources for the successful implementation of the strategies. For this purpose, three quality management resources (human, organizational and technological) and eight different strategies related to quality are considered. Design/methodology/approach: The paper employs the fuzzy analytic network process (FANP) to prioritize and model the interactions between eight strategies, the three types of resources (human, organizational and technological) needed for effective strategy implementation and the ability to enhance quality. Then, Goal Programming (GP) is formulated by the output of the FANP to identify the extent to which each single strategy is inhibited by a lack of (or overloaded by) resources. Findings: The first three priorities of strategies identified by the FANP include continuous management of quality system, continuous use of human knowledge and continuous approach toward target, and the order of resources is as follows: human resources, organizational resources and technological resources. The results obtained showed the largest share of human resources and its crucial role in improving the quality of the products. The contribution of organizational resources amounts to half of the contribution of human resources. Originality/value: The main contribution of this paper is to employ the FANP to prioritize, whereas in prior studies in this area, priorities were conducted as definitive, and uncertainty in the opinion of experts was not considered. In this paper, the FANP–GP combined method is used. © 2019, Emerald Publishing Limited.;TQM Journal;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073676515&doi=10.1108%2fTQM-10-2018-0145&partnerID=40&md5=938a396ed0a06d9accaee231a9932696
360;Sanny L., Simamora B.H., Polla J.R., Atipa J.L.;Business strategy selection using SWOT analysis with ANP and fuzzy TOPSIS for improving competitive advantage;2018;4;The purpose of this research is to improve the dimension analysis of SWOT with group decision-making. This study analyses the internal and external environment of companies for formulating alternative strategies during the planning process of strategy formulation. The main focus of this research is to choose the best alternative strategy based on each factor and sub-factor of the SWOT analysis, where the strengths and opportunities are treated as advantages and weaknesses and threats are treated as costs. This research was completed using the Analytic Network Process (ANP) and Fuzzy Technique for Order Performance by Similarity to Ideal Solution (TOPSIS). The incorporation of the ANP and Fuzzy TOPSIS methods is proposed at the end of the study and can be applied with a SWOT analysis to formulate the best alternative strategy. © Universiti Putra Malaysia Press.;Pertanika Journal of Social Sciences and Humanities;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85049338043&partnerID=40&md5=35f96ad975be5fe79e740d9ae0367634
361;Sansa M., Badreddine A., Ben Romdhane T.;A new approach for sustainable design scenarios selection: A case study in a tunisian company;2019;4;In design, most of recent researches focused on criteria related only to the product. These criteria do not take into account the context of the organization which is related to the enterprise's system. In sustainable design, the choice of the best product design scenario is more complex. In fact, the number of issues is importantly high, the data is imprecise and the criteria are interdependent. This situation is more critical in an advanced stage of the design process where the decisions and choices will monitor the next steps of this process. The purpose of this paper is to improve the design approaches in a critical stage from an environmental, economic and social perspective. It deals with two main challenges, the first one is the identification of product design scenarios that are coherent with the organization's context, in terms of internal and external issues along with requirements of the stakeholders. The second challenge is the selection of the optimal option from a high number of identified scenarios. To this end, a new model with two main steps is proposed to deal with both challenges. The methodology is based on two steps. The first depends on a trilogy (i.e. Strategic, tactical, and operational). It generates operational scenarios on the basis of value chain-driven sustainable design strategies using SWOT (Strengths, Weakness, Opportunity, Threats), PESTEL (Political, Economic, Social, Technological, Environmental, Legal), 7S (Structure, Strategy, Shared Values, Style, Staff, Systems, Skills) to identify a multitude of scenarios. The second step is the choice of the optimal scenario that satisfies interdependent criteria using simplified life cycle assessment tools to compute sustainability impacts' indicators, the Choquet integral to minimize the number of scenarios, and the fuzzy analytic network process to select the optimal operational scenario. The proposed model is then implemented in a Tunisian company that manufactures lead acid batteries for motorcycles. The results proved the influence of the organization's context on the choice of the optimal sustainable design scenario. The organization was able to develop strategies and tactics on the basis of its strengths, weaknesses, threats and opportunities. The number of design alternatives was reduced using relevance checks based on influence and control criteria. Environmental, economic and social indicators were computed per life cycle phase in order to be used as inputs in the Choquet integral and the analytic network process algorithms. The proposed model guided the organization to adopt a coherent design scenario that respects the sustainable development criteria. © 2019 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85066823722&doi=10.1016%2fj.jclepro.2019.05.299&partnerID=40&md5=ea09daebdc5aa1a37145991c655597c5
362;Valmohammadi C., Khaki M.M.;Determinants for selection of projects for exploitation of mines in Iran;2019;4;The main objective of this study is to determine a systematic and scientific framework towards prioritizing projects for exploitation of mines and consequently selecting premium projects for exploitation of mineral resources in Iran. An in-depth review of the relevant literature and screening of determinants for selection of projects for exploitation of mines by seven experts led to the identification of 5 main factors and 19 corresponding sub-factors. A fuzzy hybrid quantitative approach consisting of Fuzzy Decision Making Trial and Laboratory (FDEMATEL) and fuzzy Analytic Network process (FANP) techniques Known as FDANP technique was utilized to prioritize projects for exploitation of mines. “Scheduling project implementation” was the most permeable factor for selecting projects for exploitation of mines. It means that this factor is the main problem and could be solved with the help of the influential factors. The “costs” was the most influential factor for selecting projects for exploitation of mines. © 2019;Resources Policy;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067241264&doi=10.1016%2fj.resourpol.2019.101424&partnerID=40&md5=e0684153f0849c41b49ed826a71f3bde
363;Ada N., Ilic D., Sagnak M.;A Framework for New Workforce Skills in the Era of Industry 4.0;2021;3;Radical changes and developments resulting from global connectivity, automation, and technological innovations due to Industry 4.0 create different job demands for businesses. This requirement enforces human resource managers to rethink the acquisition and application of different skills in recruitment and other human resources functions considered essential for today’s workforce. This paper aims to propose a framework identifying the skill set required for personnel selection in the era of Industry 4.0, and provide a roadmap for human resources managers by analyzing the importance of different skill categories. Fuzzy Analytic Network Process (ANP) was used to compute the factors’ weights. Project Management skill was found as the most important factor, followed by Financial Management, Technology-based Skills, Digital Literacy, Literacy, Innovation, and Creativity skills. Discussions and implications are given based on obtained results. © 2021. All Rights Reserved.;International Journal of Mathematical, Engineering and Management Sciences;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107437651&partnerID=40&md5=c9b18fd53e4309049257c4c5be6b7acc
364;Alaeddini M., Mir-Amini M.;Integrating COBIT with a hybrid group decision-making approach for a business-aligned IT roadmap formulation;2020;3;An IT roadmap is a critical investment that can significantly affect future competitiveness and performance of a firm. This study presents a comprehensive framework for determining the predecessors and successors of each activity of a roadmap to manage and govern the IT. This paper discusses the result of integrating the COBIT as a well-known IT standard with a hybrid group decision-making method, which has not been yet extensively studied to prioritize the potential actions of an IT roadmap, in a real-world case in Iran to demonstrate the feasibility of the proposed framework. The proposed framework can systematically construct the objectives of IT portfolio building to support business goals and strategies of a firm, identify the proper attributes, and set up a consistent evaluation standard for facilitating a group decision process.The study findings will be interesting for academics, chief information officers, and IT planning practitioners and consultants. © 2019, Springer Science+Business Media, LLC, part of Springer Nature.;Information Technology and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069450361&doi=10.1007%2fs10799-019-00305-0&partnerID=40&md5=fed4b2d17d6cfff5eee2002d7da3ba23
365;Bank S., Arslantürk Çöllü D., Bulut H.I.;Traditional or behavioural? A combined decision making trial and evaluation laboratory and analytic network process approach for capital structure determinants of Turkish companies;2020;3;The aim of this study, following a new approach under the irrationality of managers, is to investigate the most effective determinants of capital structure decisions by combining traditional capital structure determinants with managerial-behavioural biases. In line with this objective, considering the capital structure decision as one that employs multicriteria decision making, two of the multicriteria decision-making methods—namely, Decision Making Trial and Evaluation Laboratory (DEMATEL) and Analytic Network Process (ANP)—are integrated into a hybrid method to analyse the interdependent relationships among traditional capital structure determinants and managerial-behavioural biases and to prioritize them by making dual comparisons. Our findings show that managerial-behavioural biases, not traditional capital structure determinants, are more effective in the capital structure decision and that anchoring is the most influential among managerial-behavioural biases. © 2019 John Wiley & Sons, Ltd.;Journal of Multi-Criteria Decision Analysis;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85070771183&doi=10.1002%2fmcda.1686&partnerID=40&md5=56a6733bd100c5887a374964c930d924
366;Bugarinovi? M., Dimitrijevi? B., Boškovi? B.;The missing component in rail charging modeling-access charges principle selection;2015;3;The motive of this research is the fact that until now no universal model of access charges (AC) has been defined. In the process of modeling, the AC principle is one of the key elements for defining the AC. In this paper, a model for the AC principle selection based on the analytic network process (ANP) approach is proposed. The developed model presents the objectives of the identified stakeholders through the established criteria from three different perspectives: the government influence, railway market environment, and efficiency of network use. Based on the results of a research, network structure of the ANP method can successfully resolve the dependence and conflicts among evaluation criteria for the AC principle selection. The proposed ANP-based model can become a tool for evaluation and ranking of the AC principle as shown in the case study of the Serbian Railways. This paper is based on real data. © 2015 The Authors. © 2014 International Federation of Operational Research Societies.;International Transactions in Operational Research;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938286433&doi=10.1111%2fitor.12117&partnerID=40&md5=74938ba03fbf302161172c07580b83d1
367;Chou S.-F., Horng J.-S., Liu C.-H., Lin J.-Y.;Innovation Strategy Development and Facilitation of an Integrative Process with an MCDM Framework;2021;3;Drawing on the resource-based view, we propose a model to understand the roles of human capital, market and entrepreneurial orientation, absorptive capacity and ways to improve performance with an effective innovation strategy for hospitality development. We combine the Fuzzy Delphi Method, Decision-Making Trial and Evaluation Laboratory and analytic network process to demonstrate the interactions and relations among critical criteria by using data from 20 Taiwanese restaurant entrepreneurs obtained in 2015-2017. The positive effects of human capital, market orientation, entrepreneurial orientation and absorptive capacity on innovation performance are confirmed. These findings advance resource-based scholarship and highlight the value of understanding the relationship between a restaurant's tangible and intangible resources for hospitality development. © 2021 Walter de Gruyter GmbH, Berlin/Boston 2021.;Entrepreneurship Research Journal;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85109113057&doi=10.1515%2ferj-2020-0001&partnerID=40&md5=f8d78c7672546e7b00d854667e0d4d78
368;Dahooie J.H.E.I.D.A.R.Y., Mohammadi N., Meidut?-Kavaliauskien? I., Binkyt?-Velien? A.;A novel performance evaluation framework for new service development in the healthcare industry using hybrid ism and anp;2021;3;Today, the innovative activities of companies in new service development (NSD) have an undeniable contribution to the economic development of countries. Given the recent advances in the healthcare industry, the issue of NSD and performance management of firms operating in this industry has received special attention of researchers and decision makers. A review of previous research shows that on the one hand there is no agreement among experts on NSD performance measurement criteria and on the other hand there has been no systematic framework that can measure and manage firm performance in this area. The proposed framework should allow for interaction between different decision makers, considering multiple and sometimes conflicting criteria. In this regard, this paper aimed to provide a framework to assess the NSD performance in healthcare industry using multiple-criteria-decision-making methods. The proposed model consists of 17 different criteria that have been identified and finalized based on previous studies as well as experts’ opinions. Then, the indicators are classified with the help of experts in the form of a balanced scorecard model and presented as an initial model. Due to internal relationships between criteria, this model was evaluated using interpretive structural modelling and modelled at 5 different levels. Then, the analytic network process approach was applied to determine criteria weights. Finally, new service development performance in Moheb hospital was evaluated through the framework proposed here. © 2021 The Author(s). Published by Vilnius Gediminas Technical University.;Technological and Economic Development of Economy;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119529078&doi=10.3846%2ftede.2021.15699&partnerID=40&md5=c55f5717e24b8db0a50b49cea17dceff
369;El Hachem W., Harik R., Khoury J.;Systemic assessment framework of a learning organization's competitive positioning;2014;3;Purpose: The purpose of this paper is to devise an innovative feasible, replicable and comprehensive assessment framework of a learning organization's competitive positioning.Design/methodology/approach: The three characteristics listed above are approached as follows. Feasible refers to being easy and not in need of much resources (time, personnel,...). This is done through early elimination of non-important variables. Replicable is having a well structured methodology based on scientific proven methods. Following this methodology would result in good results that can be explained if needed and replicated if deemed necessary. Comprehensive translates into a holistic set of indices that measure performance as well as organizational learning.Findings: The three attributes (feasible, replicable and comprehensive) have become crucial for ensuring any kind of added value for such a methodology that hopes to tackle the modern dynamic business environment and gaining a sustainable competitive advantage.Research limitations/implications: Such a methodology would require several full contextual applications to be able to set its final design. It entails thorough internal revision of a company's structure. Therefore a great deal of transparency and self-transcendence from the individual involved is a pre-requisite for any chance of success.Originality/value: It offers a systematic way to assess a company's performance/competitive positioning while accounting for the crucial attribute of organizational learning in its makeup. © 2014 Universitat Politecnica de Catalunya. All rights reserved.;Journal of Industrial Engineering and Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84916222436&doi=10.3926%2fjiem.1129&partnerID=40&md5=fee1d9b2230124e21efd71af533a457d
370;Golghamat Raad N., Akbarpour Shirazi M.;A hybrid framework for ranking the knowledge management solutions adoption in supply chains;2020;3;"Purpose: This paper aims to select and rank the solutions of knowledge management and apply them to the supply chain for boosting its performance. Therefore, organizations can focus on the high-priority solutions and assign the resources to the strategies related to these solutions. Design/methodology/approach: A decision making trial and evaluation laboratory-based analytic network process method is first used to rank the barriers of implementing the knowledge solutions and preference ranking organization method for enrichment evaluations technique is then used to rank the knowledge-based solutions which improve the overall performance of the supply chain. Then, a mathematical model is proposed to select the best solutions where the effectiveness and fairness are maximized while the cost and risk are minimized. The proposed model is implemented over a dairy supply chain in Iran. The solutions are obtained using the literature and the experts’ panel of the supply chain. Findings: Lack of trust and commitment of supply chain members, besides different interests, values and cultures of the supply chain members, is the most challenging barrier to knowledge management solution. Strengthening the cooperation culture in the chain, setting up a transparent workflow or open-door policy, setting up enough incentives and reward and punishment and setting up positive leadership toward knowledge management are the most important strategies for removing the existing barriers or decreasing their impact on the supply chain. Originality/value: Solutions with the highest priority are not necessarily the best solutions for implementation; the requirements of organizations must also be considered. Mathematical model in this study helped to select solutions based on their cost and risk, as well as their priority level. © 2019, Emerald Publishing Limited.";VINE Journal of Information and Knowledge Management Systems;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85074364774&doi=10.1108%2fVJIKMS-06-2019-0090&partnerID=40&md5=4685daf9501e4c4e834d7a6cb47a6069
371;Golghate C.D., Pawar M.S.;Measurement and analysis of the plastic films green supply chain performance;2013;3;The uncertainty of data and weighting of variables are prima facie problems to model the green supply chain (GrSC) performance. The paper modelled GrSC performance of plastic film by fuzzy logic analysis-fuzzy analytic network process approach to overcome these hurdles. Fuzzy logic analysis is used to derive fuzzy score of variables using MATLAB. Further, fuzzy analytic network process is used to calculate global weights of variables. Thus, green score of supply chain performance for plastic film is computed as 28.83. Green supply chain performance analysis of plastic films is done for present status and computed as 48.62. The solutions developed by author's viz. adoption of best practices for blown film extrusion process and 'design for environment' tool for segregating MSW at source are analysed. It is found that, if the tools adopted simultaneously, the GrSC performance score resulted in 27.38. This is well below green score making the plastic film industry environment friendly. Approach is suitable for modelling small scale systems GrSC performance. Copyright © 2013 Inderscience Enterprises Ltd.;International Journal of Intelligent Enterprise;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84887070327&doi=10.1504%2fIJIE.2013.057332&partnerID=40&md5=95cd9622888d8b069234b338975cc9fd
372;Kodali R., Anand G., Reddy M.U.;An application of analytic network process for the selection of cellular manufacturing systems;2014;3;The ongoing research in the field of cellular manufacturing systems (CMS) is progressing on diverse fronts such as dynamic CMS, virtual CMS, etc. However, the following fundamental issues - 'how an operations manager in an organisation would make a decision of choosing/selecting CMS, when he/she is confronted with different alternatives?', 'how would the manager make a decision, if the decision factors/criteria/attributes (for the sake of simplicity, it will be called as 'elements') are inter-related?' are not given adequate importance. To address the above-mentioned issues, a hypothetical case study is utilised to demonstrate how the managers' can make such a strategic decision using the analytic network process (ANP), one of the recently developed multi-criteria decision-making (MCDM) models that has the capability to model the relationships that exist within and between different categories comprising of various decision elements. The results obtained revealed that CMS is a better alternative under the given case situation. Copyright © 2014 Inderscience Enterprises Ltd.;International Journal of Services and Operations Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84908295612&doi=10.1504%2fIJSOM.2014.065366&partnerID=40&md5=f8b82707205c3b8636f23a6d2e01f88c
373;Lin C.S., Lin C.Y.;Constructing a network evaluation framework for improving the financial ecosystem in small-medium size firms;2018;3;This study presents an evaluation framework to measure the various operations to acquire the optimal core operation (CO) when financier provides the supply chain finance (SCF) services in smartphone industry supply chain (SC). The proposed model applies the modify Delphi method and analytic network process (ANP). First, the evaluation model establishes a network with three criteria, eleven sub-criteria and four operations. Next, the ANP is utilized to the framework to obtain the relative weights of the criteria. Finally, the application of the multi-criteria decision making process will list the optimal CO on the basis of their rankings in the framework. The proposed model and the relevant research results can provide academic support to the decision-makers on finance sector with a valuable objective guide for assessing the CO of smartphone industry SC programs to determine the optimal solution in their actual administration of SCF service practices. © 2018 The Author(s).;Technological and Economic Development of Economy;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85047949417&doi=10.3846%2f20294913.2016.1233515&partnerID=40&md5=2f91bd446ef9baf1226b45aa4b3bde4d
374;Padhi S.S., Jena S.K., Zanger I., Kapil K.;Evolving readiness index for overhauling the retailing sector through retailing process reengineering implementation;2014;3;"Purpose – The purpose of this paper is to examine the state of readiness of the Indian retailing sector for the implementation of mobile retailing applications. It also identifies the most critical success factors (CSFs) for mobile retailing implementation through retailing process reengineering (RPR) framework.Design/methodology/approach – This paper attempts to identify a few CSFs through questionnaire survey and interview, subsequently establishing the inter-factor relationships through interpretive structural modeling framework and computing the priority weights of the interrelated factors using analytic network process. Finally, the authors compute the retailers’ RPR implementation readiness indices for mobile retailing using Multi-Level data envelopment analysis methodology.Findings – The 11 CSFs have been identified. Out of these, two factors namely Strategic Alignment and Management Control and Quality Contribute profoundly for mobile retailing implementation. Finally, a readiness index has been computed for implementation of mobile retailing in the selected retail outlets through RPR framework.Research limitations/implications – Only a few selected large retail outlets have been considered in this study and the sample size was modest. This study only revolves around the Indian retail sector.Practical implications – This study can be used as a decision support system for mobile retailing implementation in Indian retail sector. Moreover, based on the results of this study, a few retail outlets are completely ready for mobile retailing implementation. Apart from them, the other retail outlets can improve their readiness index by emphasizing on performance scores of the CSFs.Originality/value – Due to the scanty literature on mobile retailing, this study contributes to the mobile retailing body of literature in three ways: first, identification of CSFs in mobile retailing; second, interrelationship among the factors; and third, proposes a rational framework to compute retail outlets’ readiness indices for the implementation of mobile retailing through RPR framework. © Emerald Group Publishing Limited.";Business Process Management Journal;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84912090393&doi=10.1108%2fBPMJ-05-2013-0064&partnerID=40&md5=a90df45d59025c7f56396e4e8eafd4fb
375;Rahimi S., Ashournejad Q., Moore A.B., Ghorbani H.;Optimal siting of edutainment energy parks through the modelling of weighted spatial decision criteria;2020;3;In transitioning towards cleaner production and any other new policy, public acceptance is often seen as a major issue. Edutainment energy parks, with the potential to produce and exhibit various renewable energies, seems to be a successful strategy for increasing public awareness and culture building that may lead to public acceptance. The location of these parks is the first, and perhaps the most important, challenge impacting their future usage and success. In this study, a hybrid decision support model was developed by combining the Delphi method (to obtain the main site selection criteria), the Decision Making Trial and Evaluation Laboratory technique (to establish the interdependence and correlation between complex criteria), and the Fuzzy Analytic Network Process (to overcome inconsistent and uncertain judgments whilst weighting the selected criteria). The developed method identified twelve sub-criteria grouped under four main criteria, including transportation infrastructures, population and social, environmental, and physical indicators. The weighting results showed that the built environment and natural topography (0.148), parcel size, land use and economic matters (0.146), legibility (0.107), and population centers (0.104) are the four most important sub-criteria. Application to a real data set of Tehran for efficiency revealed that Afra Park with a 5419 m2 area is the most optimal parcel for establishing an edutainment energy park in District 7 of the city, according to the selected criteria. Therefore, implementing these criteria demonstrated that they can be useful when working on a practical project with real data. © 2020 Elsevier Ltd;Journal of Cleaner Production;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078666484&doi=10.1016%2fj.jclepro.2020.120279&partnerID=40&md5=429881f976bc5ffdfe9e7930e7bd8871
376;Rydval J., Bartoška J., Brožová H.;Semantic network in information processing for the pork market;2014;3;"The main aim of this paper is to capture the elements of individual information frames and their relations using semantic network; and to express the loss of information and information asymmetry in the market environment. Preferences of elements in the network are evaluated by the Analytical network process. The benefits of applying semantic networks in the market environment are in increasing consumer information and reducing information asymmetry. The use of semantic networks will be shown in the analysis of the information frames of the producer, distributor and consumer in the pork market. The consumer's frame expresses expectations and preferences, according to which decisions are made. Producer operates with greater range of information about the product than is available to the consumer. Distributor receives information from both the producer and from the consumer, but this information is not usually fully shared to the consumers or producers. This creates information asymmetry.";Agris On-line Papers in Economics and Informatics;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84907808995&partnerID=40&md5=29dfcc3f5987bdbdc5e3987fe2c1bb95
377;Sagnak M., Ada E., Kazancoglu Y., Mishra A.;Integration of lean approach with energy efficiency: Application in kitchenware manufacturing company;2020;3;"Energy efficiency in the industries is one of the leading problems of the 21st century. The main aim for the companies to deal with the energy efficiency paradigm is to save the resources in the manufacturing operations. Manufacturing opera-tions involve activities that creates wastes in any case; therefore, these wastes should be eliminated, or minimized as much as possible. In this paper, it is aimed to integrate the energy efficiency term with lean management principles. The barriers and the drivers of the energy efficiency was discussed, and the 8 wastes within lean perspective were translated into energy counterparts. 8 wastes of lean approach were defined as energy efficiency perspective, and used as criteria. The study will reveal the important criteria using Fuzzy Analytic Network Process (Fuzzy ANP) method to make impli-cations about how to eliminate these wastes. © 2020, International Journal of Mathematical, Engineering and Management Sciences.";International Journal of Mathematical, Engineering and Management Sciences;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090422409&doi=10.33889%2fIJMEMS.2020.5.6.086&partnerID=40&md5=6fa076b7bea8c8870f032d24d60418ce
378;Uzun G., Da?deviren M., Kabak M.;Determining the distribution of coast guard vessels;2016;3;"A typical coast guard has complex responsibilities, subject to its multiple missions in maritime jurisdiction regions. These maritime jurisdiction regions can be partitioned into responsibility areas, and each type of coast guard vessel has a set of attributes for each responsibility area. The distribution of coast guard assets deployed in their respective areas of responsibility should be linked to the types of events occurring in these areas. The objective of this study is to determine the appropriate distribution of coast guard assets in various maritime zones; we do this by evaluating models that assign coast guard surface vessel types to missions in these maritime zones. We use the analytic network process model to compare various vessel types and determine the task-type weights for each vessel type. Weighted goal programming allows us to combine data, including the weights we derive from the use of other decision-aid tools. Our objective is to determine the best compromise solution for distributing coast guard assets into four main responsibility zones. The Turkish Coast Guard implemented the model in 2014, and decided to use it once a year prior to executing the main process in which it allocates coast guard assets. © 2016 INFORMS.";Interfaces;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84979687697&doi=10.1287%2finte.2016.0852&partnerID=40&md5=0b061c6c456fec2d0535bf59f4028122
379;Wu J.-Z., Hua Y.-H.;Key Risk Factors of Financial Holding Companies in Taiwan: An Integrated Approach of DEMATEL-Based ANP and Risk Management Balanced Scorecard [???????????????:???????????????????????????];2018;3;The objective of this study was to establish an evaluation mechanism of risk management performance for financial holding companies (FHCs) in Taiwan based on four dimensions (i.e., financial, customer needs, internal business process, and learning and growth). This study explored the key factors of risk management and their interrelation by applying a hybrid method of the balanced scorecard (BSC) and the DEMATEL method combined with the analytic network process (DANP). To fulfill these objectives, we collected data in two ways: semi-structured interviews with senior-level managers and a questionnaire distributed to experts employed in the risk management departments of FHCs. The DEMATEL results revealed that strategic, integration, management, and leadership risks have high prominence in the core factor zone of the relationship diagram. By contrast, risk factors such as credit, profitability, cost, reputation, trust, operation, and competitive risks require instant indirect control through the management of root-cause risk factors. In conclusion, combined with the DANP results, these results suggest that management and leadership risks were the two most important factors, and positive management tools as well as coordination and communication between head offices and branches are key to reducing risk in large and complex organizations such as FHCs. Standardized and regulated governance procedures are required. In addition, the results of a comparison between the DANP and AHP validated the necessity of using the DANP for evaluating interdependent dimensions and criteria in the context of the risk management BSC. © 2018, College of Management Press. All right reserved.;NTU Management Review;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064052216&doi=10.6226%2fNTUMR.201808_28%282%29.0007&partnerID=40&md5=f9b2cff541dbaf6672153bbcbb03bf9a
380;Zams B.M., Indrastuti R., Pangersa A.G., Hasniawati N.A., Zahra F.A., Fauziah I.A.;Designing central bank digital currency for Indonesia: The delphi-analytic network process;2020;3;The emergence of stablecoins is a growing concern for authorities worldwide including Indonesia as it could affect financial stability. Thus, if a central bank chooses to develop a central bank digital currency (CBDC) to tackle this problem, the design should conform to the country's characteristics and consumer needs. This study draws on experts' opinions from various economic agents and utilises an amalgamation of the analytic network process (ANP) and the Delphi method to show that the cash-like CBDC model is the most appropriate digital currency design for Indonesia, since it could enhance financial inclusion and reduce shadow banking in Indonesia. © 2020 Commentarii Mathematici Helvetici. All rights reserved.;Buletin Ekonomi Moneter dan Perbankan;Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85099106875&doi=10.21098%2fBEMP.V23I3.1351&partnerID=40&md5=b9e0f73d6cc91cabdc63a38ea0c9d0b5
381;Akaa O.U., Abu A., Spearpoint M., Giovinazzi S.;Group-analytic network process for balancing stakeholder views on fire protection of steel-framed buildings;2017;2;To select appropriate fire protection options for buildings during their design stage, economic, safety, environmental, and societal criteria need to be accounted for. The divergent and sometimes conflictual desires from different fire design stakeholders involved in the process present a multicriteria decision problem. Design decision criteria and fire protection options can be interdependent, and so there is a need to manage these desires with an advanced decision analysis technique, thereby reducing uncertainties in the complex decision-making process. The aim of this paper is to use the weighted/geometric mean method-analytic network process (W/GMM-ANP) to balance the opinions of fire design stakeholders extracted from 42 structured stakeholder interviews on selecting the most suitable fire protection option for buildings constructed of steel frames. Different categories of interdependent decision elements were developed from 22 design decision criteria and 5 proposed fire protection options to produce a network of decision clusters for multicriteria decision analysis. In the synthesis and ranking of fire protection options, the W/GMM-ANP accounted for the multiple interdependencies of weighted and unweighted stakeholder desires and managed the complexity of the decision-making problem. The technique is proposed for approaching suitable group decisions in structural fire design of steel-framed buildings as well as other performance-based engineering decision making that may involve multidisciplinary stakeholders. Copyright © 2017 John Wiley & Sons, Ltd.;Journal of Multi-Criteria Decision Analysis;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016407797&doi=10.1002%2fmcda.1607&partnerID=40&md5=e4fd45b286842e4b3f2f01d208b7640d
382;Azizi M., Sarfi F., Faezipour M., Arian A.;A comparative model of kinds of composite wood regarding customers' perspective using analytic network process (ANP);2014;2;In order to compare composite wood in Iran, a hierarchy was designed to prioritise benefits, opportunities, costs and risks using analytic hierarchy process rating approach. BOCR structure was determined by providing questionnaires and collecting data from knowledgeable persons who were consumers of the products in wood industry. The BOCR was affected by all factors. All these were weighted by AHP. Also, using questionnaire, the pair-wise comparison was made both for sub-criteria and for four alternatives with respect to the criteria. Then by synthesising criteria weights with sub-criteria and alternative weights, the total weight of alternatives was calculated through analytical network process. Copyright © 2014 Inderscience Enterprises Ltd.;International Journal of Multicriteria Decision Making;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84921351902&doi=10.1504%2fIJMCDM.2014.066870&partnerID=40&md5=0c675ae4dd9b92fb183d08a8a2d17dcd
383;Chang W.-L.;Applying ANP to analyse sensory experience in restaurants;2020;2;Purpose: The purpose of this paper is to explore the relative importance of the five types of sensory experience in restaurants and the differences between experts and customers. Design/methodology/approach: Analytic network process was used to select the critical factors for the five types of sensory experiences. Expert and consumer questionnaires were compared to examine the differences between expert opinions and customer awareness. Findings: Restaurants consider taste and smell to be important senses, whereas hearing was considered to be the least important. Originality/value: Experts paid more attention to criteria and sub-criteria that resonated with consumers’ memories and emotions. Consumers paid more attention to intuitively obtaining emotional experiences during each purchase. © 2019, Emerald Publishing Limited.;British Food Journal;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85074415308&doi=10.1108%2fBFJ-07-2019-0497&partnerID=40&md5=28dfcee6f35d4faf9b485c7aebef20d5
384;Davodabadi A., Daneshian B., Saati S., Razavyan S.;Prioritization of patients in ICU: Composite approach of multiple-criteria decision-making and discrete event simulation;2021;2;Goal: This article aims to present a systematic approach to improve the resource allocation and human queues prioritization patterns. Design / Methodology / Approach: To achieve such a purpose, effective criteria using a fuzzy-Delphi method, and subject-related researchers’ views were obtained. Utilizing the Analytic Network Process method, the weights of each criterion was measured. Then, considering the established weights and using a fuzzy-TOPSIS method, a prioritization system via Discrete Event Simulation was developed. Results: Results indicate that the established approach properly improved the performance of the prioritization system in terms of resources and facilities allocation in neurology’s ICUs. Limitations of the investigation: A drawback of this research can be in states of emergency which limits the options at hand and the criteria proposed may set a drawback on the aim of the study. Practical implications: The results show that the proposed model can modify patient entry based on multiple criteria in terms of productivity and social justice in the patient queuing strategy. Originality / Value: The contribution of this research is threefold: the literature has been reviewed to conclude the criteria concerning decisions around ICUs, the concluded criteria filtered through an expert panel which can be relied based on the method, a real application of the steps proposed is presented which allows comparing the accuracy and efficiency of the decisions made in the hospitals. © 2021, Associacao Brasileira de Engenharia de Producao. All rights reserved.;Brazilian Journal of Operations and Production Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85106473719&doi=10.14488%2fBJOPM.2021.008&partnerID=40&md5=8eefaa4d0db20fe2d1d5287c83c926b4
385;Huang L., Tan Y., Guan X.;Evaluation of Cruise Ship Supply Logistics Service Providers with ANP-RBF;2021;2;"To overcome challenges like market dynamic configuration, information integration, and quick response, it is necessary to build an efficient, stable, and well-coordinated supply chain relationship for cruise ship supply. This requires building of a solid evaluation index system of logistics service providers (LSPs) in the cruise ship supply chain. In this paper, we introduce an evaluation index system that consists of four dimensions, based on the characteristics of cruise ship supply and the connotation and type of cruise ship supply LSPs. The four dimensions are business level, collaborative capacity, service price, and information level, including ten subcriteria. We first establish an evaluation decision model for the interdependence and feedback relationship between the criteria by using analytic network process (ANP) for weight definition of each index; then, we use Super Decisions software to simulate the results, combine RBF neural network training and validation, and extract implicit knowledge and laws. We propose an incremental algorithm that can effectively avoid the influence of subjective factors and increase the dynamic nature of evaluation. The results show that the ANP-RBF method has strong practicability in the evaluation of cruise ship supply LSPs. © 2021 Liling Huang et al.";Journal of Advanced Transportation;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107579417&doi=10.1155%2f2021%2f6645946&partnerID=40&md5=15b28996cdfd63f758595efba926b721
386;Huda N., Rini N., Muslikh M., Hidayat S.;Developing a strategic model for Halal Tourism in Aceh;2021;2;This article clearly establishes identifiers of halal tourism in Aceh, emphasising the three aspects of evaluation: government, local community and enterprise (hotel, travel, and halal food entrepreneurs). It explores and expands on various issues that emerge in the field related to halal tourism in Aceh from different perspectives, focusing on identifying the main problems and providing solutions to those problems. The article also determines and proposes a halal tourism development strategy based on expert insight. The article opted for a comprehensive study using qualitative and quantitative approaches, including in-depth interviews and expert group discussions with the local tourism board, academics, community leaders, hotel entrepreneurs, culinary and travel entrepreneurs, and tourists representing halal tourism stakeholders. This research uses data from research questionnaires, compiled under the Analytic Network Process (ANP) method, using SuperDecission as the data processing tool. The article provides empirical insights about halal tourism in Aceh, which focuses on the root issues, the outcome of solutions, and the determination of a strategy for future development. Government-related issues are the main priority, followed by community and then business related issues. The rules of implementation regarding halal tourism in Aceh have not reached the community. Therefore, socialisation, communication, and massive promotion efforts by the central and local governments are essential. By implementing a functional synergy between government, businesses and local community in Aceh, halal tourism goals can be realised. © International Journal of Religious Tourism and Pilgrimage.;International Journal of Religious Tourism and Pilgrimage;Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85105328897&doi=10.21427%2f0y6f-gh36&partnerID=40&md5=d700cfdb71475c583d1c4e0831c3f0ae
387;Lee M.-S.;An analysis of the critical factors that affect the competitive advantages and developmental strategies of leisure farms in Taiwan;2012;2;Leisure farms in Taiwan are currently undergoing a fast development. Th e utilization of distinctive strategies to create successful operational competitiveness is becoming the guiding policy of enterprises for their future development. Th is study adopts the value chain perspective to develop criteria for diff erent dimensions and to develop a strategic hierarchical structure by using the fuzzy Delphi method. Th rough the FANP (Fuzzy Analytic Network Process) method, this study discovers the critical factors infl uencing the competitive advantages of leisure farms in Taiwan: (1) the uniqueness of the landscape and ecological resources, (2) the richness of agricultural resources, (3) the attractiveness of the landscape and ecological resources, (4) service quality, (5) the convenience of the accommodation, (6) the provision of education and guiding services, and the like. Finally, according to the research results of the study, the authors make suggestions on the corresponding developmental strategies of leisure farms, including (1) creating the characteristics of a leisure farm through the development and utilization of the farm's internal and surrounding environmental resources and (2) perceiving the tourists' needs and improving the service quality. With the suggestions made and the reference data concluded in this study, the authors expect to enhance eff ectively the current competitive advantages of leisure farms.;Agricultural Economics (Czech Republic);Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84868106128&partnerID=40&md5=fdd9b3356f5ad05e290be960dbc51bae
388;Marcarelli G.;An integrated network model for performance management: A focus on healthcare organisations;2018;2;Multricriteria methods provide the decision maker with a tool to analyse complex problems involving several conflicting factors and stakeholders. This paper highlights the advantages of a multicriteria approach, paying a specific attention to the analytic network process (ANP), for performance management. The ANP may support the manager of an organisation to evaluate performances by taking into account all the perspectives typical of the balanced scorecard (BSC) approach and providing a mathematical model to manage performance. The use of ANP and BSC in an integrated network model (INM), beyond the determination of the weights to assign to perspectives, objectives and metrics, allows to evaluate the cause-effect relationships between these elements, derive performance indices for the elements of the network, analyse the effect of a decision and prioritise the areas requiring improvement. In particular, this paper focuses on the application of the INM to a public healthcare organisation. Copyright © 2018 Inderscience Enterprises Ltd.;International Journal of Managerial and Financial Accounting;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85046891770&doi=10.1504%2fIJMFA.2018.091663&partnerID=40&md5=676ddeb7ee2828b7b3cc070605f7f9de
389;Pourjavad E., Shirouyehzad H.;Evaluation of manufacturing lines in a mining industry by ANP and TOPSIS;2015;2;Evaluating similar manufacturing lines considering a variety of criteria may help industry managers to examine performance of each manufacturing line according to different criteria. This may also lead to detect strength and weakness of each manufacturing line better. With evaluating manufacturing lines, industry managers may take necessary actions to better or eliminate weakness in each manufacturing line. The aim of the current study is to model the manufacturing lines evaluation decision-making problem as a multi-criteria decision-making problem and provide a five-step decision support framework to make and carefully assess the same manufacturing lines. The purpose of this paper is to develop an analytic network process (ANP) and technique for order preference by similarity to an ideal solution (TOPSIS) to evaluate manufacturing lines. ANP is used to compute the weight of criteria and TOPSIS is performed to calculate the final score of each manufacturing line, giving each manufacturing line a ranking. Proposed method in this paper has been employed to rank manufacturing lines in CMIC, they have been compared with each other according to 14 criteria. In conclusion, manufacturing line 9 ranked first on the list, according to the result, suitable performance in maintenance is the root cause for its high rank among others. © 2015 Inderscience Enterprises Ltd.;International Journal of Manufacturing Technology and Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84929257545&doi=10.1504%2fIJMTM.2015.069260&partnerID=40&md5=d731ddaee5ed082728c55b4ead4a9c74
390;Pourjavad E., Shirouyehzad H., Shahin A.;Integration of ANP and DEA methods for evaluating efficiency of maintenance strategies;2020;2;"Selecting a suitable maintenance strategy has become an important challenge for facility/maintenance managers in most companies, and it keeps coming up because of complex equipment and variety of maintenance plans. The main purpose of this paper is to propose a prompt method to evaluate the efficiency of maintenance strategies and determine the optimum one. To further investigate this issue, an integration of analytic network process (ANP) and data envelopment analysis (DEA) methods are employed. At first, the weight of each criterion is calculated by ANP method and the ratio of weights of criteria is employed as a restriction. Then the weight of each criterion for maintenance strategies will be determined by paired comparison of maintenance strategies related to criteria. These weights are taken into account as inputs and outputs of DEA model. Finally, the efficiency of maintenance strategies will be calculated by DEA. In this research, the efficiency of five maintenance strategies is examined according to four criteria; cost, reliability, maintainability, availability for one class of equipment at Chadormalu Mining Industrial Company. It results in that TPM and CBM strategies have been confirmed to be the optimum strategies for maintaining this equipment. Copyright © 2020 Inderscience Enterprises Ltd.";International Journal of Manufacturing Technology and Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85092421769&doi=10.1504%2fIJMTM.2020.108016&partnerID=40&md5=9cf665d823128e713db6167eed9ce69b
391;Reig-Mullor J., Pla-Santamaria D., Garcia-Bernabeu A., Salas-Molina F.;Novel distance measure in fuzzy topsis to improve ranking process: An application to the Spanish grocery industry;2019;2;In this paper, a novel approach to measuring distances between triangular fuzzy numbers is suggested. This new method allows to improve sensitivity of results. We also apply several methods together with our proposal to rank the financial performance of Spanish grocery store companies. Methods such as Fuzzy Analytic Network Process (FANP) and fuzzy TOPSIS are integrated in the proposed model. The weights for criteria and subcriteria are computed based on the judgments of experts using FANP. Then, these weights and financial ratios are inputs to the fuzzy TOPSIS method to rank the companies. In the case of fuzzy TOPSIS, several distance measures are applied and a novel measure based on the Spearman distance is introduced. We conclude that results applying fuzzy TOPSIS depend on the selected distance and therefore the decision maker has to apply different distance measures to improve conclusions. Finally, a sensitivity analysis of the analyzed measures has been performed. © 2019, Bucharest University of Economic Studies. All rights reserved.;Economic Computation and Economic Cybernetics Studies and Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086011327&doi=10.24818%2f18423264%2f53.1.19.08&partnerID=40&md5=2a7aa79341373950ea7ddc82b52ce36b
392;Shieh L.-F., Yeh C.-C., Lai M.-C.;Critical success factors in digital publishing technology using an ANP approach;2016;2;Digital publishing technology (DPT) has been recognized as one of the most important technologies for economic development. The purpose of the study is to develop an evaluation model based on analytic network process (ANP) approach to explore the critical success factors (CSFs) for the successful implementation of DPT. It can objectively identify related criteria of DPT, and then prioritize improvement criteria to the success of promoting DPT for government. To demonstrate the applicability of the proposed approach, the Taiwan's DPT is conducted. The results of this study could serve as a new method and offer insights to policy makers to indentify and prioritize CSFs for DPT implementations systematically. © 2016 Vilnius Gediminas Technical University (VGTU) Press.;Technological and Economic Development of Economy;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946423080&doi=10.3846%2f20294913.2015.1073640&partnerID=40&md5=1970a77b8711336203fa1106b05ca909
393;Silva L.M.F., de Oliveira A.C.R., Leite M.S.A., Marins F.A.S.;Risk assessment model using conditional probability and simulation: case study in a piped gas supply chain in Brazil;2021;2;"The objective of this article is to present a proposed application for systematic risk assessment considering the dependence between risks. The proposal relies on a systematic literature review (SLR) as the initial phase, in which the risk classes, management phases and the tools that can be applied to the risk assessment are identified, considering the dependence between them. For this, the system adopted includes the identification and later evaluation of the risks. The evaluation involves the analytic network process (ANP), Monte Carlo Simulation and conditional probability by means of Bayes’ theorem. The identification and evaluation of the risks were applied to two links of a piped gas supply chain in Brazil, identified as company X and Y, where six specialists were interviewed in each company in the managerial areas. The ANP indicted that the most critical risk in the links is the demand risk. From this, it was possible through Monte Carlo Simulation to identify the probability of occurrence of events with connection to demand risk: demand (X) / demand risk (Y), with probability of 10%; price risk (X) / demand risk (Y), with probability of 0.64%; and risk of supply (Y) / demand risk (X), with a probability of 0%. This indicates that the highest risk is the risk of demand of firm Y, and therefore mitigation strategies should focus on this risk, as it represents the true cause of supply chain vulnerability, generating risk with the highest probability. © 2020 Informa UK Limited, trading as Taylor & Francis Group.";International Journal of Production Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85084324704&doi=10.1080%2f00207543.2020.1744764&partnerID=40&md5=eaa89865eb13f3c8607771de240fba4e
394;Tohidi A., Ghorbani M., Karbasi A.-R., Asgharpourmasouleh A., Hassani-Mahmooei B.;Comparison of Fuzzy Multi-Criteria Decision-Making Methods to Rank Business Strategies and Marketing Resources;2020;2;Given the growing competition in domestic and international agricultural product markets, choosing a business strategy compatible with requirements of marketing resources can guide agro-food firms to maintain and enhance competitive advantages. However, this is not as simple as it seems because the decision-making criteria expressed in a fuzzy manner and the relationship between them can be hierarchical or network-based. Therefore, the main goal of this study was to select the most suitable business strategy and to prioritize marketing resources for one of the major agro-food firms in Iran. To ensure the robustness of the results, both fuzzy analytic hierarchy process (AHP) and fuzzy analytic network process (ANP) were applied to prioritize business strategies and marketing resources. The results of both methods revealed that the differentiation strategy had the highest priority in terms of the experts’ viewpoints. The results also showed that managerial and customer relationship capabilities were the most important criteria in selecting the differentiation strategy. According to the findings of the study, for the successful implementation of the differentiation strategy, company managers are recommended to take the following three main elements into huge consideration: financial conditions, paying attention to customer’s needs and requirements, and the introduction of new products and services. © 2020. All rights reserved.;Agris On-line Papers in Economics and Informatics;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85096713169&doi=10.7160%2fAOL.2020.120309&partnerID=40&md5=b61f7c22164343697e1765cd5ed1c931
395;Wudhikarn R.;The hybrid intellectual capital valuation method;2021;2;This study aims to improve the existing problems of intellectual capital (IC) measurement methods including those with unclear and unspecific calculation details and the inability to valuate the influences between IC measures and between IC components, which is a fundamental characteristic of IC. To address the fundamental issues of past methods, this study integrates two multi-criteria decision-making (MCDM) methods: the analytic network process (ANP) and the simple additive weighting (SAW) method, both of which provide specific and clear calculation procedures. ANP is adopted to manage the valuation of influences between IC elements, while SAW is used to solve incommensurable units of IC performance indicators and different concentrations on IC measures and components. Implementation of the method revealed a clear and systematic measurement procedure. The proposed method could consider the relationships among IC measures as well as among IC components and presented calculated results in the form of the weights of IC measurement compositions. Furthermore, the method maintained the crucial characteristics of IC measurement: the ability to standardise units of measure and the capability to valuate the performance of IC for the appropriate measure, component, and holism level. © 2020 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.;Economic Research-Ekonomska Istrazivanja ;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85098650727&doi=10.1080%2f1331677X.2020.1860798&partnerID=40&md5=17948d7c0d23cf0da79f0856b757c81c
396;Yazdimoghaddam J., Owlia M.S., Bandarian R.;Development of a model for assessing technology commercialisation success;2019;2;The current study intends to identify the factors affecting the success of technology commercialisation and their relative importance in order to develop a model for assessing technology commercialisation. Based on literature review and fuzzy Delphi method, 32 components were identified and classified in four dimensions including technical specifications, financial specifications, market specifications, and rules and confirmations. Interpretive structural modelling (ISM) was utilised to determine the interaction of technology commercialisation success factors (TCSF), and analytic network process (ANP) was used to derive the relative importance of TCSF. In this study, fuzzy Delphi, ISM and ANP methods were conducted sequentially using opinions of 22 chosen experts working at knowledge based companies active in the commercialisation of technologies in Iran. The market specifications revealed as the most important dimension affecting the success of the technology commercialisation. Finally, a commercialisation assessment model was proposed based on the priority weights of success factors. Copyright © 2019 Inderscience Enterprises Ltd.;International Journal of Business Innovation and Research;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85068065155&doi=10.1504%2fIJBIR.2019.100326&partnerID=40&md5=9d89c2ffbeaca694bbcfaf444a9a3cff
397;Aamer A.M., Al-Awlaqi M.A., Mandahawi N., Triawan F., Al-Madi F.;Kaizen transferability in non-Japanese cultures: a combined approach of total interpretive structural modeling and analytic network process;2021;1;Purpose: The literature on Kaizen transferability to non-Japanese culture is still evolving. The results suggest that the relevant research is still at a descriptive and explanatory stage. This study aims to identify and prioritize the importance of significant Kaizen transferability factors in a non-Japanese culture. Design/methodology/approach: A decision theory-based prescriptive analysis methodology was used to analyze identified Kaizen transferability success factors. Firstly, a list of Kaizen transferability factors was devised from the literature using a systematic literature review. Secondly, an integrated interpretative structure modeling and analytic network process approach were applied to generate preference among factors. Findings: A framework with a prioritized Kaizen transferability success factors included, in ascending order, organization culture, employee participation, employee discipline, employee personal initiative, top management commitment, management enforcement, employee eagerness, management support and national culture and traditions. Research limitations/implications: Managers and decision-makers would better understand where to direct their effort and attention to implement the Kaizen management philosophy to improve firm-level productivity. Although the factors studied in this research considered the Indonesian context, the proposed framework could be replicated and extended to include other cultures. Originality/value: The present work contributes to the limited studies and documentation on Kaizen activities' transferability challenges and the Kaizen body of knowledge in developing countries. This study should help organizations in other developing countries, assimilate how to adopt and manage the Kaizen philosophy implementation by following the framework created in this research. © 2021, Emerald Publishing Limited.;International Journal of Productivity and Performance Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85106209663&doi=10.1108%2fIJPPM-10-2020-0505&partnerID=40&md5=e629f68a0892421b0776a4b4a2cf4131
398;Andreichicova O., Andreichicov A.;Deciding on copyrights on the internet with the analytic network process;2012;1;The analytic network process is a powerful tool for examining difficult decisions under uncertainty. This paper explores the urgent decision connected with the copyrights on Internet. This theme is being widely discussed, but nobody knows, what to do. We have attempted to do a multi-criteria analysis of the problem, taking into consideration benefits, costs and risks. As alternatives, we examined different measures for the regulation of Internet content, and as main actors-content creators, customers and providers. The resulting outcomes show that free use of Internet content is the best alternative. Measures related to punishment turn out to have negative prospects. © 2011 John Wiley & Sons, Ltd.;Journal of Multi-Criteria Decision Analysis;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84977752654&doi=10.1002%2fmcda.462&partnerID=40&md5=8896f199b953ca5f6d7f18b8678f161b
399;Azizi M., Rahimi F., Ray C.D., Faezipour M., Ziaie M.;A decision model for prioritizing geographic regions for cellulosic renewable energy;2016;1;"This paper proposes a decision model for prioritizing geographic provinces in Iran to produce renewable energy from cellulosic materials by applying the Analytic Network Process (ANP). Biomass (forest residues, agricultural waste and wood) is a cellulosic material that can be used to produce thermal energy, electricity, and transportation fuels. The abundance, renewability, versatility, and carbon-neutrality make biomass a suitable feedstock for energy applications, and as an alternative for fossil fuels. Nine provinces in Iran are considered as possible locations for establishing renewable energy units. The ANP is used to synthesize and analyze the model. In different situations, all the decisions were affected by external factors; hence, the value-weighted competency model (benefits, costs, opportunities and risks) is calculated in the first stage with the influence of external factors on the competency model. Hierarchical designs of decisions are made for each of the competencies and their subsets. Paired comparison matrices associated with the degree of importance of each of the competencies were achieved in the second stage. In the final stage, subsets of competencies’ weighting values and their sub-options are identified through combination of the competencies and the best location is obtained. Finally, a sensitivity analysis of the model is performed and evaluated. © 2016 The Author(s). This open access article is distributed under a Creative Commons Attribution (CC-BY) 4.0 license.";Cogent Business and Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044835324&doi=10.1080%2f23311975.2016.1249233&partnerID=40&md5=b49bbb25c6b7ecaadf4447d5788ce353
400;Cerreta M., Reitano M.;Opportunity-spaces for Selfregenerative Processes: Assessing the Intrinsic Value of Complex Periurban Systems;2020;1;The research aims at evaluating the ability of a peri-urban system to activate territorial self-regenerative processes, according to Circular Economy principles. The adopted methodology identifies opportunity-spaces, through indices of space heterogeneity and of the relational dynamics, established in collective spaces. Through a site-specific set of indicators, it evaluates opportunity-spaces intrinsic value, adopting Analytic Network Process (ANP) as Multi-Criteria Decision Aid method (MCDA). As a result, five categories of opportunity-spaces are defined and spatialised, within hill area of Naples, in the South of Italy. © 2020. All rights reserved.;Aestimum;Non-Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85109142777&doi=10.13128%2faestim-8511&partnerID=40&md5=56948b3baeb16f70e17bbabd4d09a6c3
401;Chang S., Pu C.-Y., Hsieh P.-J.;A regional competition analysis of medical tourism industry - An example of Taiwan;2014;1;This study explores a process that conducts regional competition analysis of medical tourism. It conducts a Modified Delphi expert consensus process and analytic network process (ANP) to explore the associations and weights of the factors in the evaluation model. The results demonstrate that the government factors, including government support and the legal system, are the most important competitive factors of the medical tourism industry. High-ranking sub-criteria, including the marketing strategy and physician training systems, are related to the government factor. Short-term treatment medical programs, such as cosmetic surgery and dentistry, are priorities for development. A friendly legal system and government-led marketing strategies are strongly suggested for development in Taiwan. Superior healthcare quality and a well-established and a physician training system are Taiwans main competitive advantages compared with the rest of Asia. The model provides an objective view for evaluating the importance of competitive factors for developing medical tourism and builds a framework to analyze the regional competition of medical tourism.;International Journal of Information and Management Sciences;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84908359924&partnerID=40&md5=10f15530fd0e8ba99b108c3db96d1fda
402;dos Santos H.H., Máximo de Souza R., Souza Aragão A.;Decision analysis in referrals of children and adolescent victims of violence: An ANP approach;2018;1;The information on violence against children and adolescents in institutions is limited to varying degrees, resulting in inadequate reporting and referrals to safety nets. This paper therefore aims to develop a care protocol that helps institutions in the Brazilian cities of Uberaba, Minas Gerais, and Bauru, São Paulo, to manage reports of violence against children and adolescents. The research used the Analytic Network Process Method (ANP) to improve the flow of victim referrals, making decisions according to the right violated and the type of violence involved. A survey showed that, from a general point of view, the health sector should be a priority point of referral for victims. In the specific cases of neglect and physical violence, social care and Child Protective Services are the priority sectors, respectively. The health sector is the priority for cases of psychological violence and sexual violence. © 2017, © Operational Research Society 2017.;Journal of the Operational Research Society;Non-Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85049010064&doi=10.1080%2f01605682.2017.1404186&partnerID=40&md5=a7d0af9755f755c5d7324495933bbc26
403;Ebrahimi M.;Development of renewable energy technology strategies using hybrid fuzzy MADM in SMEs;2018;1;"In this study, fuzzy analytic network process (FANP) method is used in combination with fuzzy decision-making trial and evaluation laboratory (FDEMATEL), within the framework of SWOT analysis, to propose technology strategies (TSs) in renewable energy small and medium enterprises (SMEs). Both methods are applied to real life cases including decision data of human judgments with vague preferences. The used data is gathered from twelve experts working in SMEs within Iran's renewable energy sector; they are selected via a non-random sampling method. DEMATEL is a powerful method to capture the causal relationship between criteria and ANP with the help of DEMATEL looks for possible interdependencies among the elements, so as to evaluate different strategies and have the optimum one selected. SWOT analysis model is essentially related to the evaluation of the company's internal and external environments. The results of the present research were employed to present and prioritise different TSs. Copyright © 2018 Inderscience Enterprises Ltd.";International Journal of Business Continuity and Risk Management;Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058131257&doi=10.1504%2fIJBCRM.2018.092917&partnerID=40&md5=95328644445ede370b47c41e14098d93
404;El Kfita A., Drissi-Kaitouni O.;A hybrid fuzzy MCDM approach based on fuzzy revised DEMATEL and ANP to evaluate fleet maintenance management;2018;1;This study shows to the importance of maintenance management to increase the vehicles fleet availability. In reality there are several factors related to the maintenance process and procedures, maintenance outsourcing, spare parts, fleet size, age and environment having a direct and indirect influence with varying degrees affecting fleet management. In this sense two methods have been combined: fuzzy revised DEMATEL and analytic network process (ANP), to evaluate the levels of interdependence as well as relative weight of selected factors and then a model was proposed with five dimensions and their relative weights were calculated. This proposed approach has been implemented in public administration as a strategic decision support. Following this study the result shows that, Outsourced Maintenance Providers dimension is the weighted factor affecting maintenance service. By contrast, the lowest weight factors were Procedures and Technical Skills. © 2018 Inderscience Enterprises Ltd.;International Journal of Applied Management Science;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85051446211&doi=10.1504%2fIJAMS.2018.093785&partnerID=40&md5=8ab2ff5aae27436509e6c097d006d8e4
405;Hornická A., Brožová H.;Continuity of demarcation process of the regions for concentrated state support;2013;1;The paper analyses the continuity of the demarcation process of Czech regions for the state support. This support aims to reduce negative disparities among the regions. The process of demarcation of the region includes criteria as an unemployment rate, number of applicants per one job vacancy, income tax rate, number of private entrepreneurs and purchasing power. These criteria and weights of these criteria have been changed during the last 20 years. The main aim of this paper is the analysis of the criteria set and the criteria weights modification during the years 1991-2010 and the examination of the modification of values of the criteria weights using two different methods - Analytic Hierarchy Process and Analytic Network Process. These methods are used for synthesis of the criteria weights, which shows the continuity of the region demarcation process during its modification in time.;Agris On-line Papers in Economics and Informatics;Non-Strategic;Public;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84886561400&partnerID=40&md5=3d6b9b8184751f2c8462e6b63ec3ca18
406;Leon R.-D.;Fostering intergenerational learning in the hotel industry: A multiple criteria decision-making model;2020;1;The current research aims to identify the most suitable intergenerational learning activities for the Romanian hotel industry. A multiple criteria decision-making model is developed in order to determine the most appropriate intergenerational learning activities and the factors that strongly influence human resource managers’ decisions. Data are collected from 35 human resource managers who have extensive work experience in the hotel industry and in managing intergenerational learning activities, and processed using the analytic network process. The results prove that the most appropriate IGL activities for the Romanian hotel industry are mentoring, on-the-job education, and storytelling. Furthermore, the most influential factors are collaboration, commitment, job satisfaction, reward management, and organizational culture. These results have both theoretical and practical implications. On the one hand, they extend the literature regarding intergenerational learning in the hotel industry and on the other hand, they bring forward how the managers could foster intergenerational knowledge sharing and avoid corporate amnesia. © 2020 Elsevier Ltd;International Journal of Hospitality Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091199014&doi=10.1016%2fj.ijhm.2020.102685&partnerID=40&md5=6b8699885122cb7351855b0e99ddcd9a
407;Liu C.-C., Chen J.-J.;Research on service quality criteria for uav filming and photographyin Taiwan-dual perspective;2017;1;"In recent years, the service of filming and photography by UAV is getting more and more popular. This research established the service quality evaluation framework based on the SERVQUAL scale, acquired the weights and rankings of criteria by Analytic Network Process from dual perspective: service provider and consumer, and then compared the differences between them. The findings of this research reveal that themost important criterion of UAV filming and photography service is ""Employees are professional and get adequate support to do their jobs well"". But the provider pays more attention to the criterion of ""UAV service team provides services legally, safely and reliably"" than consumer. Therefore, the service provider must take care of the safety and the needs of customer at the same time.";International Journal of Applied Business and Economic Research;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027348637&partnerID=40&md5=f9f869f79fe338728f3ea1aea54c6fb0
408;Liu Y., Han M.;Determining the Key Factors of Wearable Devices Consumers' Behavior Based on an MADM Model for Product Improvement;2020;1;As a contemporary product of Internet of Things, wearable devices that are closely related to consumer health have received widespread attention from various nations and industries. Thus, the use of wearable devices has become a significant scientific problem requiring an urgent solution. In this article, we consider the characteristics of wearable devices, consumers, the market, safety, and the environment to analyze consumer behavior. A multiple attribute decision-making (MADM) model is used in this article, including the decision-making trial and evaluation laboratory (DEMATEL) technique, the DEMATEL-based analytic network process (DANP) method, and the modified Vlse Kriterijumska Optimizacija I Kompromisno Resenje (VIKOR) method. Based on expert data and the index system of criteria for consumer adoption of wearable devices, we evaluate the relationship between criteria and their weight of impact to create an influential network relationship map by using the DEMATEL technique, comprehensively analyze the correlation between consumer behaviors and products, clearly identify the relative gaps between criteria and the optimal level, and recommend improvements through the DANP. Finally, we use three specific products as examples to analyze consumer satisfaction for different criteria based on the modified VIKOR method. The results reveal that there are gaps between product performance and the optimal level, and product promotion strategies are proposed that would narrow the performance gaps of these three wearable devices by prioritizing the factors that required improvement. IEEE;IEEE Transactions on Engineering Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85079451831&doi=10.1109%2fTEM.2019.2960499&partnerID=40&md5=f3b27820bd8a25c7c19750140e2938b1
409;Noorollahi E., Fadai D., Ghodsipour S.H.;A hybrid multi-criteria assessment framework to prioritise power generation technologies in Iran;2018;1;"This paper develops a hybrid multi-criteria assessment framework to determine Iran's energy status and prioritise different alternatives of power generation technologies based on both renewable and non-renewable resources with emphasis on sustainable development criteria. This issue is investigated by a hybrid model named as FANP-BOCR that integrates various concepts including analytic network process (ANP), benefits, opportunities, costs and risks analysis (BOCR) and fuzzy sets theory. Comprehensive analysis of strategic criteria and various sub-criteria under benefits, opportunities, costs and risks sub-network is done to evaluate the most suitable power generation technologies in Iran. The calculation has been done by Super decision software. The results show that, in the benefits, opportunities and costs networks, the most preferred three alternatives are hydroelectric, wind and natural gas combined cycle (NGCC). But in the risk network; NGCC, natural gas combustion turbine (NGCT) and natural gas steam turbine (NGST) have the highest priority. Copyright © 2018 Inderscience Enterprises Ltd.";International Journal of Information and Decision Sciences;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048803212&doi=10.1504%2fIJIDS.2018.092425&partnerID=40&md5=5d55694f9c17f5b2e3c3d2ff1e3c324f
410;Omrani K., Safaei A.S., Paydar M.M., Nikzad M.;Pretreatment process selection in a biofuel production line;2020;1;Regarding population growth and prompt development in developing countries, municipal solid waste management is always a great challenge for governments. Waste to energy conversion is an efficient approach with respect to overcoming not only the challenge of municipal solid waste management but also environmental challenges related to energy consumption such as global warming and fossil fuel depletion. One of the substantial problems throughout the implementation of waste to energy approach is process selection. The selected process should be technically feasible and should have a high level of compliance with environmental standards. Owing to the inevitable significance of process selection, this paper focuses on defining the best process by relying on multi-criteria decision-making tools and network analytic process. Considering the effective parameters such as cost, efficiency in material diversity, productivity rate, energy consumption, pollutant emissions, toxic substances, and process time, the result indicates that the physico-chemical process is a superior process for the pretreatment of material. © Iran University of Science and Technology 2020;International Journal of Industrial Engineering and Production Research;Non-Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089008826&doi=10.22068%2fijiepr.31.1.51&partnerID=40&md5=093a5c63b108c9c38992fabeab8df52f
411;Ozdemir F., Ar I.M., Baki B.;A decision model approach for determining social innovation potential of technological projects;2021;1;Since project management is inevitably a social effort involving all relevant actors, social aspects have to be emphasized when considering collaborative project management. Social innovation focuses on reacting to social demands and developing innovative solutions to overcome various social issues. Therefore, determining the social innovation potential in the project management process is very important. The main purpose of this study is to propose a Fuzzy Analytic Network Process (FANP) and Fuzzy VIKOR (FVIKOR)-based decision model to determine the social innovation potential of technological projects. The results of FANP revealed that the most important criteria for determining social innovation potential of projects are financial resources, technological developments and social capital. Furthermore, FVIKOR was used for ranking social innovation potential of the selected technological projects. There are several managerial implications of this study. First, we suggest that practitioners should integrate the proposed model into their project evaluation processes. Second, they can also use this model to define the social innovation factors during project selection. Lastly, the proposed model can be employed to prioritize the social innovation factors that enable managers to allocate the appropriate resources to project management process. © 2021 John Wiley & Sons, Ltd;Journal of Multi-Criteria Decision Analysis;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85101640389&doi=10.1002%2fmcda.1741&partnerID=40&md5=03fbc19b326a14aae8f03ef9e5716ae4
412;Sangari M.S., Nikkhoo F., Khoshsirat M.;An integrated GRA-DEMATEL-ANP framework for evaluation of barriers to implementation of green supply chain management in manufacturing industries;2020;1;Nowadays, green systems and technology have received much attention due to the increased concerns about environmental issues. However, companies have faced various barriers in its implementation. Thus, proper identification and evaluation of these barriers is necessary to achieve effective results. In this paper, an integrated framework based on grey relational analysis (GRA), DEMATEL and analytic network process (ANP) methods is proposed to identify and evaluate the barriers to green supply chain management (GSCM) implementation in manufacturing industries. Drawing upon an extensive literature review, a reference framework of the GSCM barriers is developed consisting of two main groups, namely internal and external barriers. GRA is used to deal with ambiguity in experts' assessments. Also, the interactions and cause-effect relationships among the GSCM barriers are evaluated using DEMATEL. The relative importance of the barriers is then identified by integrating results of DEMATEL and ANP. The proposed framework is implemented in a case study of an auto manufacturing company. The results show that, by taking interrelationships of the barriers into consideration, the factors related to customer and market and business partners as well as social and managerial factors are the most important barriers to effective implementation of GSCM initiatives in the case company. Copyright © 2020 Inderscience Enterprises Ltd.;International Journal of Business and Systems Research;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85083019716&doi=10.1504%2fIJBSR.2020.106280&partnerID=40&md5=5fdcc97ece91aa019c87743180809854
413;Shiue W., Liu J.Y., Li Z.Y.;Strategic multiple criteria group decision-making model for continuous auditing system;2021;1;The increasing attention to continuous auditing in practice has demonstrated its significance as an important field of scholarly inquiry. This research takes the two well-known continuous auditing systems, embedded audit module (EAM) and monitoring and control layer (MCL), to explore the key factors of successfully implementing a continuous auditing system. This study proposes a hybrid multiple criteria group decision-making (MCGDM) model, which employs decision-making trial and evaluation laboratory (DEMATEL) and analytic network process (ANP) to determine the influential direction and criterion weight of continuous auditing system. We then use zero–one goal programming (ZOGP) to suggest the optimal allocation of the limited resources within the firm for the continuous auditing system. Finally, we present an empirical case to demonstrate the applicability of our proposed model. The proposed model guides business managers and executives to make proper judgment under dynamic market and technological environment. © 2021 John Wiley & Sons Ltd.;Journal of Multi-Criteria Decision Analysis;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85108816527&doi=10.1002%2fmcda.1758&partnerID=40&md5=61757774f5e219e8958d4bfe62138a5d
414;Sukmanee J., Kesvarakul R., Janthong N.;Network modeling with ANP to determine the appropriate area for the development of dry port in Thailand;2020;1;One drawback of the Multiple Criteria Decision Making (MCDM) problem with the Analytic Network Process (ANP) is that the origin of the network cannot be clearly defined. In addition, it is not possible to specify internal relationship between criteria and sub-criteria. The application of Design Structure Matrix (DSM) with the Partitioning Reachability Matrix method resulted in a clear understanding of the network's origin and was able to identify the relationship of all criteria in the system. Then, the data were analyzed by the ANP process using Super Decision Program. This will result in more reliable outcomes for selecting the best alternative with higher accuracy. This case study determined the suitable area for dry port development in 5 provinces in Thailand. Based on the analysis process mentioned above, Nakhon Ratchasima is the most suitable area to build a dry port of Thailand. © 2020 ASTES Publishers. All rights reserved.;Advances in Science, Technology and Engineering Systems;Non-Strategic;Public;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85096785734&doi=10.25046%2faj050681&partnerID=40&md5=acb3117d0046b8483f6f4c9e9c5cf70f
415;Thakur V., Ramesh A.;Quantitative grey-ANP-TOPSIS based model for evaluating healthcare waste disposal partner;2017;1;Efficient healthcare waste management is both a necessity and a challenge for healthcare establishments, especially in developing nations. The importance of healthcare waste management has been acknowledged by The Government of India also, which is evident by the implementation of bio-medical waste handling rules (2011) by Ministry of Environment &Forests. As healthcare waste disposal is an activity being increasingly outsourced by healthcare establishments, selection of the most appropriate healthcare waste disposal firm gains utmost importance. Hence, the aim of the present study is to propose the model to select the waste disposal outsourcing partner for healthcare facilities. The present study proposed a hybrid quantitative model based on analytic network process (ANP) and technique for order of preference by similarity to ideal solution (TOPSIS), under grey environment for selecting the appropriate healthcare waste disposal firm from several alternatives. Six main criteria and twenty sub-criteria (verified and validated by an expert panel) form the selection parameters. The proposed model has been applied to select the most appropriate healthcare waste disposal partner in Roorkee and Haridwar-two towns in Uttarakhand, India. © 2017 Inderscience Enterprises Ltd.;International Journal of Procurement Management;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85031786151&doi=10.1504%2fIJPM.2017.087308&partnerID=40&md5=015d42679d4f4bb3074f944dccab1341
416;Turkoglu D.C., Cedolin M., Genevois M.E.;An integrated approach for ATM location strategy using analytic network process and weighted goal programming;2018;1;"Automatic Teller Machines (ATMs) are still one of the most important channels to enhance market penetration for banks and location selection decision has a substantial effect on long-term profitability and sustainability. Therefore, nowadays ATM location problem is a popular topic in ATM management. This paper proposes a new practical methodology, which combines Analytic Network Process (ANP) and Goal Programming (GP) model for a real case study. We apply this methodology to the actual data of a Turkish bank to demonstrate the applicability and validity of the model. The model simultaneously determines the total number of required ATMs and locations of ATMs to meet the customers’ demand. We illustrate behaviour of the model under different scenarios to provide useful insights into the decision process. The results of the model are found satisfactory; furthermore, trade-off ability as well as simplicity of the model is appreciated by the bank management. © 2018, World Scientific and Engineering Academy and Society. All rights reserved.";WSEAS Transactions on Business and Economics;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85052565372&partnerID=40&md5=a30756bea5d38cb3ba7db1c474e0bc8a
417;Warith M.F.A.;Assessment of green IT/IS within the aviation industry using the analytic network process approach;2019;1;"The purpose of this paper is to evaluate and assess the green information system and green information technology (IT/IS) investments within the aviation industry to help decision makers to reduce and overcome the negative impacts of Green IT/IS investment related to benefits, opportunities, cost, and risks. For this purpose, a total number of 380 usable questionnaires were collected from employees working in Egypt Air and 20 personal interviews were conducted with the experts. Data was analyzed using two techniques; SPSS version 16. So, Correlation analysis and Chi-Square tests (between benefits of green IT/IS and work experience) were conducted to find out the relationship between study variables (benefits, opportunities, cost and risks). The second technique was ANP version 2.8 software package for the interviews. Pair wise comparison, the unweighted super matrix, weighted super matrix, and limited matrix were used. Then the ANP priorities and the synthesized priorities for benefits were conducted. The results showed a positive correlation between opportunities, costs, and risks of green IT/IS. Despite green IT/IS benefits and opportunities, this does not negate the high cost of investments within the aviation industry, especially, the cost of powering IT infrastructure which had the greatest value from the experts’ point of view. Green IT/IS is increasing concern because of either lower costs or increased costs. © Copyright IJHTS.";International Journal of Hospitality and Tourism Systems;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85059213142&partnerID=40&md5=b36c672a087c886befe2e105b66a6596
418;Yadegari D., Avakh Darestani S.;Supplier evaluation with order allocation in mega-projects;2021;1;Purpose: The purpose of this study is to provide a model for evaluating, prioritizing and allocating orders to suppliers in the supply chain for mega-projects. Design/methodology/approach: By using an integrated model (based on fuzzy analytic network process), suppliers are selected and the appropriate amounts are allocated to them in mega-projects. Initially, a hierarchical model of the research method was introduced. Then, the results on reliability and validity analysis of research measurement tools were presented. Finally, prioritization and allocation of orders to suppliers, with a case study of Iran Mall project, was carried out using Decision Making Trial and Evaluation Laboratory (DEMATEL) and analytic network process (ANP). T-test was used to evaluate the research hypotheses. Findings: The findings were examined against conventional numerical analysis techniques. Finally, implication and recommendations for future work were presented. Originality/value: The originality of this work is about using multi-criteria decision-making techniques for evaluating suppliers in mega-projects. © 2021, Emerald Publishing Limited.;Management Research Review;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85101524607&doi=10.1108%2fMRR-04-2020-0220&partnerID=40&md5=885e4f9611fdb192ecd273cca166efff
419;Ashok R., Rajesh R.;Selection of best 3PL provider using ism and anp technique;2020;;Throughout the world third-party logistics(3PL) is in great demand in each industry. It is a major business in Abu Dhabi, United Arab Emirates. The main aim of the investigation is to analyse the various factors that influence the 3PL industry under different perspectives such as operational, financial, IT application and geographical and political to find the priority of criteria and choose the best 3PL provider from three service providers. The composite method of ISM and ANP are developed based on the final selection of forty-two criteria under four perspectives. The methodology consists of three parts such as Preliminary approach to select the 3PL providers, Discussion of interpretive structure modelling to find the inter dependency between the variables and choice of the best variables from ISM process for ANP study in order to choose the best 3PL expert centres. The approach concludes that the 3PL provider and 3PL user companies created awareness of-the criteria which influenced more in the 3PL operations. This study reveals the clear understanding of the decision makers to know thoroughly the complex relationship of the relevant attributes in the decision making, which may improve the unwavering quality of the choice. © 2020, IJSTR.;International Journal of Scientific and Technology Research;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85082870155&partnerID=40&md5=9498e4e07cba0b571e820f78f2f37ee5
420;Chang K.-F., Hsu M., Swanson S.;How to decode the value-consequence-attribute relationship: the application of TISM and ANP techniques;2021;;"Purpose: This paper aims to facilitate positioning strategy formation by decoding the relationship between consumers’ desired values, service attributes and expected consequences. Design/methodology/approach: Key informant depth interviews are followed by a questionnaire of self-cause-and-effect assessments. Total interpretive structural modeling (TISM) is used to identify hierarchical structures via pair-wise preference comparisons. The analytic network process (ANP) is used to compute relative weights to evaluate the overall image of identified alternatives. The feedback feature in the ANP is enabled to obtain objective assessments. Findings: With the help of both TISM and ANP techniques, the hierarchical and interactive relationships among consumers’ desired values, expected consequences and service attributes are revealed in the context of international airline services. Research limitations/implications: The approach presented can help organizations to identify which attributes influence consumer evaluations of a company/brand; obtain the hierarchical and interactive relationships among service attributes, expected consequences and desired values; assess consumer preferences toward identified service attributes; and obtain an objective assessment of the competitive landscape, which can facilitate the development of effective positioning strategies and associated tactics. Practical implications: Organizations adopting the methods presented in this study can have a better understanding of the consumer value chain and deliver better customer experiences. Originality/value: The current study provides an innovative application of the TISM in conjunction with a feedback-enabled ANP technique to address brand positioning challenges. Future studies may consider adopting the TISM-ANP method as a foundation whenever one attempts to explore the values-consequences-attributes hierarchy. © 2021, Emerald Publishing Limited.";Journal of Modelling in Management;Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85117461968&doi=10.1108%2fJM2-09-2020-0237&partnerID=40&md5=29059921257e303fae369413b1dd1ff0
421;Fanati Rashidi S.;Studying productivity using a synergy between the balanced scorecard and analytic network process;2020;;In the competitive world of today, productivity, as a philosophy and viewpoint based on the strategy of improvement, is considered the most important approach available to service and manufacturing organizations for a stronger presence in the market, production growth, and expansion of activities. Indeed, total productivity management is the most important basis for activities in modern management. Low productivity levels are among the most serious issues in Iran, and all development plans emphasize the improvement of productivity as an important resource for economic growth. In this research, we study productivity and the influential factors in evaluating productivity in terms of human resources. We use the balanced scorecard (BSC) approach and the analytic network process for initial identification of effective indicators in productivity measurement. One of the advantages to this approach is that it uses all criteria and indicators in its evaluation process. Next, we use multiple-attribute decision-making methods to check our indicators. Moreover, we analyze our research findings across three scenarios, relying heavily on comments from experts in the oil industry. © 2020, Operational Research Society of India.;OPSEARCH;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087985162&doi=10.1007%2fs12597-020-00466-5&partnerID=40&md5=4327d5b09e0ac39c062d6e860c8cda11
422;Kaur H., Kaushik S.;Resource allocation for implementing strategic quality management strategies in pharmaceutical industry in India: A case study;2021;;In the pharmaceutical industry, quality is an essential element for the success of the organisation. Over the last few years, the pharmaceutical industry has faced severe quality issues resulting in worldwide product recalls and drug shortages. Quality and management of quality is a key strategic issue in the pharmaceutical industry. Many pharmaceutical companies adopt the strategic management of quality through various quality strategies across the world. Alidrisi (2010) view quality management from the strategic perspective that allows the resources to form the core from which it operates known as strategic quality management. The present study assesses the allocation of resources is evaluated using an operation research technique called as analytic network process (ANP) considering the interactions within the resources as well as between resources, quality strategies and the ability of each strategy to enhance quality. The case study approach has been used for assessing the allocation of resources in two pharmaceutical companies that have valid quality certifications from various international regulatory authorities. The findings of the study suggest that various resources are not optimally allocated among various quality strategies, and human resources are considered to be the most critical resource for the implementation of selected quality strategies. © 2021 Inderscience Enterprises Ltd.;International Journal of Productivity and Quality Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85118291081&doi=10.1504%2fIJPQM.2021.118390&partnerID=40&md5=bc720d1760f03394a02ab90e2efdab45
423;Mavi R.K., Gheibdoust H., Khanfar A.A.;Prioritizing strategic factors of creative tourism industry in Iran by analytic network process (ANP);2020;;"Nowadays, it is obvious that creative tourism industry has become very essential for countries and societies; therefore, governments work on constituting policies in order to develop this industry. To be successful in improving creative tourism industry, governments should identify the influential factors and focus on ones that are more important rather than investing a bit on many different factors. Because of the interrelations among factors, this research is aiming to prioritize factors that influence strategic policies of creative tourism industry in Iran using analytic network process (ANP). Data were collected during the period of May 2017 to February 2018. Participants in this research are 13 tourism experts with more than 10 years' experience in the field. Results show that the most influential criterion is ""business support"" and the most influential subcriterion is ""supporting midsize businesses. "" This study helps policy makers to improve creative tourism by emphasizing on those factors that have high priority from the viewpoint of strategic policymaking. © 2020 Cognizant, LLC.";Event Management;Strategic;Public;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091745301&doi=10.3727%2f152599519X15506259855977&partnerID=40&md5=16ff972efdf139cfb7ea661e196909d8
424;Mili K.;Solving the straddle carrier routing problem using Six Sigma methodology;2017;;The straddle carrier routing problem is solved in the context of optimising transport operations at a container terminal. The contribution of this paper lies in the formulation and subsequent development of a Six Sigma approach solution for the problem. This work aims to develop a novel method based on a combined ANP and DEMATEL techniques to help container terminals determine critical Six Sigma transportation plans. An empirical case study is used to explore the effectiveness of the proposed approach. Copyright © 2017 Inderscience Enterprises Ltd.;International Journal of Process Management and Benchmarking;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85024099578&doi=10.1504%2fIJPMB.2017.084909&partnerID=40&md5=9d0466810e386a68f8b63eb2b565a969
425;Peregrin S., Jablonsky J.;Comparison of the analytic hierarchy process and the analytic network process in human resource management;2021;;Employee selection is one of the essential functions of human resource management. The main aim of the paper is to analyse the application of multiple criteria decision-making (MCDM) methods in the process of the employee recruitment process to establish frameworks that help accepting best decisions. Information about the candidates, which was acquired by managers during various kinds of testing and personal interviews at the assessment centre, constitutes the input data of our research. Subsequently, this information was processed and analysed using two of the most popular MCDM methods – the analytic hierarchy process (AHP) and the analytic network process (ANP). These were chosen because of their versatility and high efficiency in solving various types of decision-making problems. Finally, we compared the outcomes obtained by both methods. We discuss their potential for practical use. The application of AHP seems to be preferable for this group of problems because of its simplicity, and because less information is required from decision-makers. Copyright © 2021 Inderscience Enterprises Ltd.;International Journal of Human Resources Development and Management;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85106004279&doi=10.1504%2fIJHRDM.2021.114898&partnerID=40&md5=4b5a193d318c382e5b4ee82f0219b25d
426;Purwani F., Jalinus N., Ambiyar, Adriadi R., Fenando;Determination of priority indicators evaluation of lecturer performance with multi criteria decision making approach;2019;;"This study aims to develop a lecturer performance evaluation model to prioritize indicators that affect the performance of lecturers. This performance evaluation model uses the approach of the Multi Criteria Decision Making (MCDM) with the method of Analytic Network Process (ANP). Score indicators of lecturer performance evaluation are based on a pairwise comparison matrix. Data are obtained from 5 experts in the field of organizational behavior that provides an assessment or influence score between indicators. The results of this study show that this model is able to take into account the relationship between criteria and sub-criteria of the factors that influence the performance of lecturers, which can be used to support decision making based on the priorities of lecturer performance evaluation indicators. Five priority indicators that affect lecturer performance are; First priority is an indicator of the need for achievement, the second is a professional indicator, the third is an indicator of learning, the fourth is pedagogy, and the fifth is an indicator of the use of information technology, with a rate agreement between high experts at W = 0.649. © 2019, International Journal of Scientific and Technology Research. All rights reserved.";International Journal of Scientific and Technology Research;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069539433&partnerID=40&md5=26aec608557eba9f5f9577e2985b0ff0
427;Setianingrum A.;ISLAMIC BENCHMARK IN BANKING PRICING TO OVERCOME BUSINESS CYCLE IN NEW NORMAL;2021;;This study seeks to determine a business pricing returns benchmark for the Islamic financial system. To data collection and analysis, the study utilizes an analytic network process (ANP) method. Data was collected from the stakeholders and experts in the field, through the in-depth interview and questionnaire. Findings reveal that rate of profit is the most important element as a base pricing and the actual trading index is the benchmark for pricing in Islamic financial system. Researcher recommends that pricing accounting software and big data required for better analysis and that Islamic finances will have their footings in product development by Islamic pricing benchmark Index. © 2021. International Journal of Economics and Finance Studies.All Rights Reserved;International Journal of Economics and Finance Studies;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85122364287&doi=10.34109%2fijefs.20212002&partnerID=40&md5=1a3ab2c65c14c5188c93b0d446de6eff
428;Shahvari S.B., Yaghoubi N.M., Vafadar M.;Identification and prioritisation of key managerial competencies in the General Directorate of Cooperatives, Labour and Social Welfare: An integrated SEM and ANP approach;2021;;"The main purpose of this study was to identify and prioritise key managerial competencies in the General Directorate of Cooperatives, Labour and Social Welfare. In order to validate the model, the first questionnaire was designed and distributed among the statistical population. Structural equations and confirmatory factor analysis with Smart PLS software were used to analyse the data. According to findings, competencies identified in this model were categorised in three dimensions: personal (attitude and behaviour), social (social awareness and social skills) and professional (management, planning and knowledge); personal, social, and professional competencies explained 87%, 84% and 91% of variance in key managerial competencies model. The second questionnaire was designed by analytic network process (ANP) to prioritise dimensions and components of competency and given to experts. According to the results, effective communications, decision-making, and planning ranked first to third, respectively. Copyright © 2021 Inderscience Enterprises Ltd.";International Journal of Business Excellence;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102173833&doi=10.1504%2fIJBEX.2021.113447&partnerID=40&md5=a1bd7b12454dfb9195eaa8f95668193c
429;Sharma V.K., Sharma S.K., Singh A.P.;Assessment for risk of logistics infrastructure projects using analytic network process;2021;;Mega construction projects are subject to multiple risks which influence project objectives, such as, cost, quality and time. Risk intensity varies across different stages of the life cycle of the project. While most of the studies in risk management have been on identifying risks in various projects, very few of them have explored risks in air logistics infrastructure development projects. In this study, we have designed risks prioritising model for such projects using analytic network process (ANP) technique with paired risk comparison. The data was collected through extensive literature review and detailed interview/questionnaire inputs from subject matter experts involved in development of mega air logistics development projects. The analysis through ANP technique has revealed comparison of various risks, their interdependencies, their relative ranking based on risk priority indices. This has revealed that the financial and the construction risks play a very important and critical role for the success of infrastructure projects. Finally, the study presents insights into risk implications with their relative importance that will rationalise the management's effort. Copyright © 2021 Inderscience Enterprises Ltd.;International Journal of Process Management and Benchmarking;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85114320203&doi=10.1504%2fIJPMB.2021.117341&partnerID=40&md5=67635ad90fb48ef0390c271f267ab16c
430;Sudaryo Y.;Method Analytic Network Process (ANP) financial performance for measuring on the higher education;2017;;"Analytic Network Process (ANP) is a performance management system, not merely a performance measurement system, which seeks to translate the vision, mission and organizational strategy into real environmental actions based on feedback from within the business processes that run and externally of the results obtained, either from customer response and financial health. This study uses a combination of methodsexplorative explorative. As an exploratory study, this study aims to explore or explore the phenomenon under study. The research objective strategy up until the mapping stage is obtained through a descriptive study, while the causal relation between the key performance indicators assessed through descriptive hypothesis testing. Qualitative research is used to: 1. identify and assess the vision, mission, objectives, and performance measures; 2. identify and assess key performance indicators; and 3. develop a strategy mapping according to the vision, mission and goals of the college. While quantitative research is used to: 1. measure the key performance indicators and determine the priority of performance; and 2. assess the closeness of the causal relationship between it and determine strategic priorities. Weighting performance between STIE for the whole perspective is STIE Pasundan (0.2839) is greater than the STIE Inaba (0.2703), STIE Ekuitas (0.2524) and the STIE Tridharma (0.1934). Objective strategy with the highest importance weight is the innovation and learning perspective, that ""an increase in the college's commitment to sustainability education faculty"" and ""reduction in employees at the rejection of new technologies"". Serials Publications Pvt. Ltd.";International Journal of Applied Business and Economic Research;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85019419013&partnerID=40&md5=1119ca04138e51c3b0d51a3708993557
431;Uzuner A.T., Geyikçi U.B.;Selection criteria for prison locations: Key study of Turkey;2021;;The theory of public finance suggests that public sector intervention in the economy primarily concerns the efficient allocation of resources, equal distribution of wealth, and stabilization of economic activity throughout the operating cycle. Given that prisons are a public investment, this study identified the criteria involved in selecting the location of prisons in Turkey, a topic that has not been discussed before. The criteria for locating these establishments were analysed using an analytical network process in which the weight of each criterion in the total was determined by conducting a face-to-face survey with officials in the justice system who are difficult to access. The results show that political factors (50.89%) had the biggest influence on the location selection of a prison, and the positive impact on economic development of the selected region was only 13.56%. In contrast to the existing literature, location selection in Turkey does not follow the theory of public finance: the economic impacts are not considered, and decisions are taken politically. © 2021 John Wiley & Sons, Ltd;Journal of Multi-Criteria Decision Analysis;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85099904794&doi=10.1002%2fmcda.1735&partnerID=40&md5=fe5c0ff4e65e38dcaadcedfc7a8f890b
432;Wan J., Ling C., Liu M.;Research on success factors of internet product project management with grounded theory;2021;;"There are obvious differences between internet product project management (IPPM) and traditional industry project management. Therefore, it is of great value to analyse and find the key success factors of IPPM. According to grounded theory, we interviewed 30 project management engineers, who had rich experience in IPPM from different top internet enterprises (such as NetEase, ByteDance, Taobao and JD, etc. in China), identified 40 success factors of IPPM, and constructed a theoretical model of IPPM success factors based on project external factors, project team factors and project management process factors. We also determined the top ten key success factors with the use of the analytic network process; analysed and verified the success factors of IPPM with practical wisdom (the six abilities of wise leaders, SAWL). The key success factors of IPPM are consistent with the practical wisdom (SAWL) and have practical application. Copyright © 2021 Inderscience Enterprises Ltd.";International Journal of Information Systems and Change Management;Non-Strategic;Private;Single Method (ANP);https://www.scopus.com/inward/record.uri?eid=2-s2.0-85123505861&doi=10.1504%2fIJISCM.2021.120330&partnerID=40&md5=d2c96f3c6e69962befe09aea0edfac8d
433;Wei-Chuan W.;Evaluating the Optimal Travel Service Planner by Using the Network Model for the Tourism Industry;2016;;Travel service planners (TSPs) are mostly concerned about reducing the travel quality perception gap and enhancing customer value and loyalty. Based on the customer perspective and the 4P marketing theory, this study summarized criteria based on literature review and the Delphi method, and constructed a network selection model using the analytic network process and expert questionnaire survey. Three TSPs were used to validate the proposed model and select the optimum service provider. The results revealed that the main criteria in selection of the optimum TSP are the degree of coordination in product price, meeting customer needs, product quality and service and the implementation of promotional activities. In this study, the optimum planner was TSP2. The network analysis for decision-making could help consumers or clients evaluating the TSPs. Moreover, the proposed model could provide consumers or clients with an effective tool for selecting the optimum TSP. © 2015 Asia Pacific Tourism Association.;Asia Pacific Journal of Tourism Research;Non-Strategic;Private;Multi-Method;https://www.scopus.com/inward/record.uri?eid=2-s2.0-84961217674&doi=10.1080%2f10941665.2014.999100&partnerID=40&md5=75497c2b609c663b82b0efbe9801ad02
434;Yuan X.-M., Zhang X., Yuan J.-G.;The fuzzy ANP and FCE based techniques for evaluation and classification of coal suppliers for sea port enterprises;2017;;"Coal suppliers are the sources of coal transaction, and the port enterprises' scientific evaluation of the large number of upstream coal suppliers is the essential foundation for their own development and the stability of coal transaction. The aim of this paper is to evaluate and classify the coal suppliers from the perspective of sea port enterprises. The evaluation criteria are proposed by factor analysis. An integrated fuzzy analytic network process (FANP) and fuzzy comprehensive evaluation (FCE) method is developed and used to evaluate and classify the six coal suppliers of Jin-Ji ports group. Herein, FANP is employed to determine the weight of criteria proposed by factor analysis and the coal suppliers are evaluated and classified by FCE. Finally, a sensitivity analysis is carried out to to testify the stability and robustness of the method. The research results demonstrates that ""basic capability"" and ""development potential"" are relatively important when evaluating coal suppliers and based on these two factors, the suppliers are categorized into four classes: collaborative, cooperative, enhanced and available. Moreover, the method is able to evaluate coal suppliers with high evaluation robustness, which therefor may serve as a reference for other industries in real world decision.";International Journal of Information and Management Sciences;Non-Strategic;Private;Integrated;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041420619&doi=10.6186%2fIJIMS.2017.28.3.2&partnerID=40&md5=bd8dcc9f9f8e1a7a0beda3e394819906
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