Published August 25, 2016 | Version v1

Perspectives of Students’ Behavior Towards Mobile Learning (M-learning) in Egypt: an Extension of the UTAUT Model

  • 1. School of Computer Sciences, University Sains Malaysia, Penang, Malaysia
  • 2. School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia

Description

The rapid development of third-generation (3G) mobile technologies has led to the emergence of a new kind of learning called mobile learning (m-learning). M-learning means the use of mobile devices to access learning materials at anytime and anywhere with the aid of mobile terminals and networks. This paper explores the possibility of applying m-learning for schools in Egypt through a proposed model of acceptance factors that may affect the students’ intentions to adopt m-learning. We use the original model of Unified Theory of Acceptance and Use of Technology (UTAUT) and extended it with three new factors mobility, interactivity, and enjoyment.

 

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References

  • D. M. West, “Mobile learning: Transforming education, engaging students, and improving outcomes”, Center for Technology Innovation at Brookings, Mobile Learning, pp. 1-17, 2013
  • G. J. Hwang, C. C. Tsai, “Research trends in mobile and ubiquitous learning: A review of publications in selected journals from 2001 to 2010”, British Journal of Educational Technology, Vol. 42, pp. E65-E70, 2011
  • J. Traxler, “The eVolution of mobile learning. En: R. Guy (ed.), The eVolution of mobile teaching and learning (pp. 1-14). Santa Rosa”, ed: CA: Informing Science Press, 2009
  • A. Freitas, E. Schlemmer, “Mobile learning: definition, uses and challenges”, Increasing Student Engagement and Retention Using Mobile Applications: Smartphones, Skype and Texting Technologies, p. 47, 2013
  • C. Coursaris, K. Hassanein, “Understanding m-commerce: a consumer-centric model”, Quarterly Journal of Electronic Commerce, Vol. 3, pp. 247-272, 2002
  • Y. Liu, “Solving the puzzle of mobile learning adoption”, PhD, Abo Akademi University, 2011
  • S. -S. Liaw, M. Hatala, H. -M. Huang, “Investigating acceptance toward mobile learning to assist individual knowledge management: Based on activity theory approach”, Computers & Education, Vol. 54, pp. 446-454, 2010
  • I. A. Alshalabi, K. Elleithy, “Effective m-learning design Strategies for computer science and Engineering courses”, arXiv preprint arXiv:1203.1897, 2012
  • L. E. Dyson, A. Litchfield, R. Raban, J. Tyler, “Interactive classroom mLearning and the experiential transactions between students and lecturer”, Proceedings of Ascilite, Auckland, 2009
  • Y. -C. Kuo, A. E. Walker, K. E. Schroder, B. R. Belland, “Interaction, Internet self-efficacy, and self-regulated learning as predictors of student satisfaction in online education courses”, The Internet and Higher Education, Vol. 20, pp. 35-50, 2014
  • C. L. Selfe, Technology and literacy in the 21st century: The importance of paying attention: SIU Press, 1999
  • N. Watts, “A Learner-based approach to computer mediated language learning”, System, Vol. 25, pp. 1-8, 1997
  • N. Gedik, A. Hanci-Karademirci, E. Kursun, K. Cagiltay, “Key instructional design issues in a cellular phone-based mobile learning project”, Computers & Education, Vol. 58, pp. 1149-1159, 2012
  • E. A. Beckmann, “Learners on the move: Mobile modalities in development studies”, Distance Education, Vol. 31, pp. 159-173, 2010
  • H. -R. Chen, H. -L. Huang, “User acceptance of mobile knowledge management learning system: Design and analysis”, Journal of Educational Technology & Society, Vol. 13, pp. 70-77, 2010
  • A. Z. Saccol, J. L. V. Barbosa, E. Schlemmer, N. Reinhard, “Mobile learning in organizations: Lessons learned from two case studies”, Learning Tools and Teaching Approaches through ICT Advancements, p. 134, 2012
  • F. D. Davis, “Perceived usefulness, perceived ease of use, and user acceptance of information technology”, MIS quarterly, pp. 319-340, 1989
  • A. Kukulska-Hulme, M. Sharples, M. Milrad, I. Arnedillo-Sánchez, and G. Vavoula, “The genesis and development of mobile learning in Europe”, 2011
  • Central Agency for Population Mobilisation and Statistics. Available: http://www.msrintranet.capmas.gov.eg
  • S. M. E. -S. Attalla, R. El-Sherbiny, W. A. Mokbel, R. M. El-Moursy, A. G. Abdel-Wahab, “Screening of Students’ Intentions to Adopt Mobile-Learning: A Case from Egypt”, International Journal of Online Pedagogy and Course Design (IJOPCD), Vol. 2, pp. 65-82, 2012
  • GSMA, N. DOCOMO, “Children’s use of mobile–an international comparison 2013 (Survey Study)”, 2013
  • H. R. El-Gamal, “The Power of E-learning for Egypt: A spot light on e-learning.”, GNSE Group, 2012
  • Y. Lee, K. A. Kozar, K. R. Larsen, “The technology acceptance model: Past, present, and future”, Communications of the Association for information systems, Vol. 12, p. 50, 2003
  • F. D. Davis, R. P. Bagozzi, P. R. Warshaw, “User acceptance of computer technology: a comparison of two theoretical models”, Management science, Vol. 35, pp. 982-1003, 1989
  • D. A. Adams, R. R. Nelson, P. A. Todd, “Perceived usefulness, ease of use, and usage of information technology: a replication”, MIS quarterly, pp. 227-247, 1992
  • V. Venkatesh, M. G. Morris, G. B. Davis, F. D. Davis, “User acceptance of information technology: Toward a unified view”, MIS quarterly, pp. 425-478, 2003
  • S. Mardikyan, B. Beşiroglu, G. Uzmaya, “Behavioral intention towards the use of 3G technology”, Communications of the IBIMA, Vol. 10, 2012
  • W. -H. Wu, Y. -C. J. Wu, C. -Y. Chen, H. -Y. Kao, C. -H. Lin, S. -H. Huang, “Review of trends from mobile learning studies: A meta-analysis”, Computers & Education, Vol. 59, pp. 817-827, 2012
  • E. Abu Shanab, J. Pearson, “Internet banking in Jordan: The unified theory of acceptance and use of technology (UTAUT) perspective”, Journal of Systems and Information Technology, Vol. 9, pp. 78-97, 2007
  • T. Zhou, “Understanding users’ initial trust in mobile banking: An elaboration likelihood perspective”, Computers in Human Behavior, Vol. 28, pp. 1518-1525, 2012
  • B. Pynoo, P. DeVolder, J. Tondeur, J. Van Braak, W. Duyck, and P. Duyck, “Predicting secondary school teachers’ acceptance and use of a digital learning environment: A cross-sectional study”, Computers in Human Behavior, Vol. 27, pp. 568-575, 2011
  • W.-T. Wong and N.-T. N. Huang, “The effects of e-learning system service quality and users’ acceptance on organizational learning”, International Journal of Business and Information, Vol. 6, pp. 205-225, 2011
  • B. Marshall, R. Mills, D. Olsen, “The role of end-user training in technology acceptance”, Review of Business Information Systems (RBIS), Vol. 12, pp. 1-8, 2011
  • J. T. Marchewka, C. Liu, K. Kostiwa, “An application of the UTAUT model for understanding student perceptions using course management software”, Communications of the IIMA, Vol. 7, p. 93, 2007
  • E. T. Straub, “Understanding technology adoption: Theory and future directions for informal learning”, Review of educational research, Vol. 79, pp. 625-649, 2009.
  • A. Abu Al Aish, S. Love, “Factors influencing students’ acceptance of m-learning: An investigation in higher education”, The International Review of Research in Open and Distributed Learning, Vol. 14, 2013
  • C. -C. Chang, “Library mobile applications in university libraries”, Library Hi Tech, Vol. 31, pp. 478-492, 2013.
  • M. Jambulingam, “Behavioural intention to adopt mobile technology among tertiary students”, World Applied Sciences Journal, Vol. 22, pp. 1262-1271, 2013.
  • A. B. Nassuora, “Students acceptance of mobile learning for higher education in Saudi Arabia”, American Academic & Scholarly Research Journal, Vol. 4, pp. 24-30, 2012.
  • O. Al Hujran, E. Al-Lozi, M. M Al Debei, “Get ready to mobile learning: examining factors affecting college students' behavioral intentions to use m-learning in saudi arabia”, 2014
  • H. -H. Chung, S. -C. Chen, M. -H. Kuo, “A Study of EFL College Students’ Acceptance of Mobile Learning”, Procedia-Social and Behavioral Sciences, Vol. 176, pp. 333-339, 2015
  • K. Jairak, P. Praneetpolgrang, K. Mekhabunchakij, “An acceptance of mobile learning for higher education students in Thailand”, 6th International Conference on eLearning for Knowledge-Based Society, pp. 361-368, Thailand, 2009
  • Y. S. Wang, M. C. Wu, H. Y. Wang, “Investigating the determinants and age and gender differences in the acceptance of mobile learning”, British Journal of Educational Technology, Vol. 40, pp. 92-118, 2009
  • S. Iqbal, I. A. Qureshi, “M-learning adoption: A perspective from a developing country”, The International Review of Research in Open and Distributed Learning, Vol. 13, pp. 147-164, 2012
  • L. Loveluck, “Education in egypt: Key challenges”, Background Paper, 2012
  • S. M. Ali, “Challenges and Benefits of Implementing Tablets in Classroom for e-Learning in a K-12 Education Environment–Case Study of a School in United Arab Emirates”, Research Inventy: International Journal of Engineering and Science, Vol. 3, 2013
  • H. Mohammadi, “Social and individual antecedents of m-learning adoption in Iran”, Computers in Human Behavior, Vol. 49, pp. 191-207, 2015
  • N. M. Suki, N. M. Suki, “Users’ behavior towards ubiquitous m-learning”, Turkish Online Journal of Distance Education, Vol. 12, 2011
  • J. -H. Huang, Y. -R. Lin, S. -T. Chuang, “Elucidating user behavior of mobile learning: A perspective of the extended technology acceptance model”, The Electronic Library, Vol. 25, pp. 585-598, 2007
  • P. Lapczynski, L. Calloway, M. Khosrow-Pour, “A scheme of technology acceptance for mobile computing”, Emerging trends and challenges in information technology management, Vol. 1, pp. 208-211, 2006
  • Y. Liu, N. -S. Chen, “An adoption model for mobile learning”, in Proceeding for the IADIS International Conference e-Commerce, 2008
  • F. D. Davis, R. P. Bagozzi, P. R. Warshaw, “Extrinsic and intrinsic motivation to use computers in the workplace1”, Journal of Applied Social Psychology, Vol. 22, pp. 1111-1132, 1992
  • S. Zhang, J. Zhao, W. Tan, “Extending TAM for online learning systems: An intrinsic motivation perspective”, Tsinghua Science & Technology, Vol. 13, pp. 312-317, 2008
  • M. Conci, F. Pianesi, M. Zancanaro, “Useful, social and enjoyable: Mobile phone adoption by older people”, in Human-Computer Interaction–INTERACT 2009, ed: Springer, pp. 63-76, 2009
  • Y. -M. Cheng, “Towards an understanding of the factors affecting m-learning acceptance: Roles of technological characteristics and compatibility”, Asia Pacific Management Review, 2015
  • Y. -J. Chen, P. -C. Chen, “Effects of Online Interaction on Adult Students’ Satisfaction and Learning”, The Journal of Human Resource and Adult Learning, Vol. 3, pp. 78-89, 2007
  • S. -S. Liaw, H. -M. Huang, K.-T. Hsing, “Understanding uses’ Attitudes toward Mobile learning Environments”, International Conference on Social, Education and Management Engineering, 2014
  • M. M. Abbad, D. Morris, C. De Nahlik, “Looking under the bonnet: Factors affecting student adoption of e-learning systems in Jordan”, The International Review of Research in Open and Distributed Learning, Vol. 10, 2009