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

Jeroen Lakerveld, Anne Loyen, Fiona Chun Man Ling, Marieke De Craemer, Hidde P. van der Ploeg, Donal J. O'Gorman, Angela Carlin, Laura Capranica, Joeri Kalter, Jean-Michel Oppert, Sebastian Chastin, Greet Cardon, Johannes Brug, Ciaran MacDonncha

Research output: Other contribution

4 Citations (Scopus)

Abstract

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 theirdeterminants. 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 analysesof 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) identificationof 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 thesebehaviours.Conclusions Obtaining, pooling and harmonising data for secondary data analyses proved to be difficult and sometimes even impossible. Compliance to FAIR datamanagement and stewardship principles currently appears to be limited for research in the field of physical activity
LanguageEnglish
DOIs
Publication statusPublished - 2017

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Information Dissemination
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Meta-Analysis
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Keywords

  • identifying
  • sharing
  • data
  • secondary data analysis
  • physical activity
  • sedentary behaviour
  • determinants
  • life course
  • Europe
  • general principles
  • DEDIPAC

Cite this

Lakerveld, Jeroen ; Loyen, Anne ; Chun Man Ling, Fiona ; De Craemer, Marieke ; van der Ploeg, Hidde P. ; O'Gorman, Donal J. ; Carlin, Angela ; Capranica, 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. 2017.
@misc{5a280305402e4fe9a35e3cb736a25164,
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",
abstract = "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 theirdeterminants. 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 analysesof 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) identificationof 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 thesebehaviours.Conclusions Obtaining, pooling and harmonising data for secondary data analyses proved to be difficult and sometimes even impossible. Compliance to FAIR datamanagement and stewardship principles currently appears to be limited for research in the field of physical activity",
keywords = "identifying, sharing, data, secondary data analysis, physical activity, sedentary behaviour, determinants, life course, Europe, general principles, DEDIPAC",
author = "Jeroen Lakerveld and Anne Loyen and {Chun Man Ling}, Fiona and {De Craemer}, Marieke and {van der Ploeg}, {Hidde P.} and O'Gorman, {Donal J.} and Angela Carlin and Laura Capranica and Joeri Kalter and Jean-Michel Oppert and Sebastian Chastin and Greet Cardon and Johannes Brug and Ciaran MacDonncha",
year = "2017",
doi = "10.1136/bmjopen-2017-017489",
language = "English",
type = "Other",

}

Lakerveld, J, Loyen, A, Chun Man Ling, F, De Craemer, M, van der Ploeg, HP, O'Gorman, DJ, Carlin, A, Capranica, L, Kalter, J, Oppert, J-M, Chastin, S, Cardon, G, Brug, J & MacDonncha, C 2017, 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.. https://doi.org/10.1136/bmjopen-2017-017489

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; Chun Man Ling, Fiona; De Craemer, Marieke; van der Ploeg, Hidde P.; O'Gorman, Donal J.; Carlin, Angela; Capranica, Laura; Kalter, Joeri; Oppert, Jean-Michel; Chastin, Sebastian; Cardon, Greet; Brug, Johannes; MacDonncha, Ciaran.

2017, .

Research output: Other contribution

TY - GEN

T1 - 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

AU - Lakerveld, Jeroen

AU - Loyen, Anne

AU - Chun Man Ling, Fiona

AU - De Craemer, Marieke

AU - van der Ploeg, Hidde P.

AU - O'Gorman, Donal J.

AU - Carlin, Angela

AU - Capranica, Laura

AU - Kalter, Joeri

AU - Oppert, Jean-Michel

AU - Chastin, Sebastian

AU - Cardon, Greet

AU - Brug, Johannes

AU - MacDonncha, Ciaran

PY - 2017

Y1 - 2017

N2 - 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 theirdeterminants. 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 analysesof 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) identificationof 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 thesebehaviours.Conclusions Obtaining, pooling and harmonising data for secondary data analyses proved to be difficult and sometimes even impossible. Compliance to FAIR datamanagement and stewardship principles currently appears to be limited for research in the field of physical activity

AB - 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 theirdeterminants. 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 analysesof 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) identificationof 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 thesebehaviours.Conclusions Obtaining, pooling and harmonising data for secondary data analyses proved to be difficult and sometimes even impossible. Compliance to FAIR datamanagement and stewardship principles currently appears to be limited for research in the field of physical activity

KW - identifying

KW - sharing

KW - data

KW - secondary data analysis

KW - physical activity

KW - sedentary behaviour

KW - determinants

KW - life course

KW - Europe

KW - general principles

KW - DEDIPAC

UR - https://pure.ulster.ac.uk/en/searchAll/index/?search=12481976&pageSize=25&showAdvanced=false&allConcepts=true&inferConcepts=true&searchBy=PartOfNameOrTitle

U2 - 10.1136/bmjopen-2017-017489

DO - 10.1136/bmjopen-2017-017489

M3 - Other contribution

ER -