{ "dmp" : { "contact" : { "contact_id" : { "identifier" : "26edbbab-2c5d-4b82-943c-a5ebeba0c43e", "type" : "other", "additional_properties" : { } }, "mbox" : "ebernal.iacs@aragon.es", "name" : "Enrique Bernal-Delgado", "additional_properties" : { } }, "contributor" : [ { "contributor_id" : { "identifier" : "http://orcid.org/0000-0001-7316-6990", "type" : "orcid", "additional_properties" : { } }, "name" : "Nina Van Goethem (orcid:0000-0001-7316-6990)", "additional_properties" : { } }, { "contributor_id" : { "identifier" : "http://orcid.org/0000-0002-8783-5478", "type" : "orcid", "additional_properties" : { } }, "name" : "Javier González Galindo (orcid:0000-0002-8783-5478)", "additional_properties" : { } }, { "contributor_id" : { "identifier" : "http://orcid.org/0000-0002-6285-8120", "type" : "orcid", "additional_properties" : { } }, "name" : "Francisco Estupiñán Romero (orcid:0000-0002-6285-8120)", "additional_properties" : { } }, { "contributor_id" : { "identifier" : "http://orcid.org/0000-0002-9586-7955", "type" : "orcid", "additional_properties" : { } }, "name" : "Natalia Martínez-Lizaga (orcid:0000-0002-9586-7955)", "additional_properties" : { } }, { "contributor_id" : { "identifier" : "http://orcid.org/0000-0003-2922-8749", "type" : "orcid", "additional_properties" : { } }, "name" : "Ramón Launa Garces (orcid:0000-0003-2922-8749)", "additional_properties" : { } }, { "contributor_id" : { "identifier" : "http://orcid.org/0000-0002-4409-0664", "type" : "orcid", "additional_properties" : { } }, "name" : "Marjan Meurisse (orcid:0000-0002-4409-0664)", "additional_properties" : { } }, { "contributor_id" : { "identifier" : "http://orcid.org/0000-0002-0048-4370", "type" : "orcid", "additional_properties" : { } }, "name" : "Santiago Royo-Sierra (orcid:0000-0002-0048-4370)", "additional_properties" : { } }, { "contributor_id" : { "identifier" : "http://orcid.org/0000-0002-0961-3298", "type" : "orcid", "additional_properties" : { } }, "name" : "ENRIQUE BERNAL-DELGADO (orcid:0000-0002-0961-3298)", "additional_properties" : { } } ], "cost" : [ ], "created" : "2023-05-31T08:46:43Z", "dataset" : [ { "data_quality_assurance" : [ "Set up of scientific and technical committee", "Use of tools for automatic checks", "Data conform to format specification", "Consistency verified with data models and standards", "BIGAN has a data quality assurance system for data processing to enable the secondary use of health data in Aragon (Spain). In addition, we implement our own data quality assessment and assurance procedures within the BY-COVID baseline use case, aiming to provide insight into the impact of data quality in interpreting the research outcomes and producing high-quality research. Those procedures include the assessment of the information requirements and the data model specification by a scientific and technical committee, the implementation of an automatic data quality check (i.e. exploratory data analysis - EDA) on the original dataset of each participant on-site, the implementation of data conformance and consistency checking following the common data model specification, and a final missing values assessment on core variables to inform decisions on imputation requirements. " ], "dataset_id" : { "identifier" : "aaf31c68-127d-43c1-af04-8cae8dcab7a6", "type" : "other", "additional_properties" : { } }, "description" : "The COVID-19 public health cohort in Aragon links selected variables from existing population-level registries for COVID-19 public health surveillance and the COVID-19 vaccination program in Aragon, covering a global population for the region of approximately 1.3 million lives.