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Identifying and sharing data for secondary data analysis of physical activity, sedentary behaviour and their determinants across the life course in Europe: general principles and an example from DEDIPAC

BACKGROUND: The utilisation of available cross-European data for secondary data analyses on physical activity, sedentary behaviours and their underlying determinants may benefit from the wide variation that exists across Europe in terms of these behaviours and their determinants. Such reuse of exist...

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Autores principales: Lakerveld, Jeroen, Loyen, Anne, Ling, Fiona Chun Man, De Craemer, Marieke, van der Ploeg, Hidde P, O’Gorman, Donal J, Carlin, Angela, Caprinica, Laura, Kalter, Joeri, Oppert, Jean-Michel, Chastin, Sebastian, Cardon, Greet, Brug, Johannes, MacDonncha, Ciaran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5665252/
https://www.ncbi.nlm.nih.gov/pubmed/29061620
http://dx.doi.org/10.1136/bmjopen-2017-017489
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author Lakerveld, Jeroen
Loyen, Anne
Ling, Fiona Chun Man
De Craemer, Marieke
van der Ploeg, Hidde P
O’Gorman, Donal J
Carlin, Angela
Caprinica, Laura
Kalter, Joeri
Oppert, Jean-Michel
Chastin, Sebastian
Cardon, Greet
Brug, Johannes
MacDonncha, Ciaran
author_facet Lakerveld, Jeroen
Loyen, Anne
Ling, Fiona Chun Man
De Craemer, Marieke
van der Ploeg, Hidde P
O’Gorman, Donal J
Carlin, Angela
Caprinica, Laura
Kalter, Joeri
Oppert, Jean-Michel
Chastin, Sebastian
Cardon, Greet
Brug, Johannes
MacDonncha, Ciaran
author_sort Lakerveld, Jeroen
collection PubMed
description BACKGROUND: The utilisation of available cross-European data for secondary data analyses on physical activity, sedentary behaviours and their underlying determinants may benefit from the wide variation that exists across Europe in terms of these behaviours and their determinants. Such reuse of existing data for further research requires Findable; Accessible; Interoperable; Reusable (FAIR) data management and stewardship. We here describe the inventory and development of a comprehensive European dataset compendium and the process towards cross-European secondary data analyses of pooled data on physical activity, sedentary behaviour and their correlates across the life course. METHODS: A five-step methodology was followed by the European Determinants of Diet and Physical Activity (DEDIPAC) Knowledge Hub, covering the (1) identification of relevant datasets across Europe, (2) development of a compendium including details on the design, study population, measures and level of accessibility of data from each study, (3) definition of key topics and approaches for secondary analyses, (4) process of gaining access to datasets and (5) pooling and harmonisation of the data and the development of a data harmonisation platform. RESULTS: A total of 114 unique datasets were found for inclusion within the DEDIPAC compendium. Of these datasets, 14 were eventually obtained and reused to address 10 exemplar research questions. The DEDIPAC data harmonisation platform proved to be useful for pooling, but in general, harmonisation was often restricted to just a few core (crude) outcome variables and some individual-level sociodemographic correlates of these behaviours. CONCLUSIONS: Obtaining, pooling and harmonising data for secondary data analyses proved to be difficult and sometimes even impossible. Compliance to FAIR data management and stewardship principles currently appears to be limited for research in the field of physical activity and sedentary behaviour. We discuss some of the reasons why this might be the case and present recommendations based on our experience.
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spelling pubmed-56652522017-11-15 Identifying and sharing data for secondary data analysis of physical activity, sedentary behaviour and their determinants across the life course in Europe: general principles and an example from DEDIPAC Lakerveld, Jeroen Loyen, Anne Ling, Fiona Chun Man De Craemer, Marieke van der Ploeg, Hidde P O’Gorman, Donal J Carlin, Angela Caprinica, Laura Kalter, Joeri Oppert, Jean-Michel Chastin, Sebastian Cardon, Greet Brug, Johannes MacDonncha, Ciaran BMJ Open Epidemiology BACKGROUND: The utilisation of available cross-European data for secondary data analyses on physical activity, sedentary behaviours and their underlying determinants may benefit from the wide variation that exists across Europe in terms of these behaviours and their determinants. Such reuse of existing data for further research requires Findable; Accessible; Interoperable; Reusable (FAIR) data management and stewardship. We here describe the inventory and development of a comprehensive European dataset compendium and the process towards cross-European secondary data analyses of pooled data on physical activity, sedentary behaviour and their correlates across the life course. METHODS: A five-step methodology was followed by the European Determinants of Diet and Physical Activity (DEDIPAC) Knowledge Hub, covering the (1) identification of relevant datasets across Europe, (2) development of a compendium including details on the design, study population, measures and level of accessibility of data from each study, (3) definition of key topics and approaches for secondary analyses, (4) process of gaining access to datasets and (5) pooling and harmonisation of the data and the development of a data harmonisation platform. RESULTS: A total of 114 unique datasets were found for inclusion within the DEDIPAC compendium. Of these datasets, 14 were eventually obtained and reused to address 10 exemplar research questions. The DEDIPAC data harmonisation platform proved to be useful for pooling, but in general, harmonisation was often restricted to just a few core (crude) outcome variables and some individual-level sociodemographic correlates of these behaviours. CONCLUSIONS: Obtaining, pooling and harmonising data for secondary data analyses proved to be difficult and sometimes even impossible. Compliance to FAIR data management and stewardship principles currently appears to be limited for research in the field of physical activity and sedentary behaviour. We discuss some of the reasons why this might be the case and present recommendations based on our experience. BMJ Publishing Group 2017-10-22 /pmc/articles/PMC5665252/ /pubmed/29061620 http://dx.doi.org/10.1136/bmjopen-2017-017489 Text en © Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2017. All rights reserved. No commercial use is permitted unless otherwise expressly granted. This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/
spellingShingle Epidemiology
Lakerveld, Jeroen
Loyen, Anne
Ling, Fiona Chun Man
De Craemer, Marieke
van der Ploeg, Hidde P
O’Gorman, Donal J
Carlin, Angela
Caprinica, Laura
Kalter, Joeri
Oppert, Jean-Michel
Chastin, Sebastian
Cardon, Greet
Brug, Johannes
MacDonncha, Ciaran
Identifying and sharing data for secondary data analysis of physical activity, sedentary behaviour and their determinants across the life course in Europe: general principles and an example from DEDIPAC
title Identifying and sharing data for secondary data analysis of physical activity, sedentary behaviour and their determinants across the life course in Europe: general principles and an example from DEDIPAC
title_full Identifying and sharing data for secondary data analysis of physical activity, sedentary behaviour and their determinants across the life course in Europe: general principles and an example from DEDIPAC
title_fullStr Identifying and sharing data for secondary data analysis of physical activity, sedentary behaviour and their determinants across the life course in Europe: general principles and an example from DEDIPAC
title_full_unstemmed Identifying and sharing data for secondary data analysis of physical activity, sedentary behaviour and their determinants across the life course in Europe: general principles and an example from DEDIPAC
title_short Identifying and sharing data for secondary data analysis of physical activity, sedentary behaviour and their determinants across the life course in Europe: general principles and an example from DEDIPAC
title_sort identifying and sharing data for secondary data analysis of physical activity, sedentary behaviour and their determinants across the life course in europe: general principles and an example from dedipac
topic Epidemiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5665252/
https://www.ncbi.nlm.nih.gov/pubmed/29061620
http://dx.doi.org/10.1136/bmjopen-2017-017489
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