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GRANADA consensus on analytical approaches to assess associations with accelerometer-determined physical behaviours (physical activity, sedentary behaviour and sleep) in epidemiological studies.
Migueles, Jairo H; Aadland, Eivind; Andersen, Lars Bo; Brønd, Jan Christian; Chastin, Sebastien F; Hansen, Bjørge H; Konstabel, Kenn; Kvalheim, Olav Martin; McGregor, Duncan E; Rowlands, Alex V; Sabia, Séverine; van Hees, Vincent T; Walmsley, Rosemary; Ortega, Francisco B.
Afiliação
  • Migueles JH; PROFITH "PROmoting FITness and Health through physical activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain jairohm@ugr.es ortegaf@ugr.es.
  • Aadland E; Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
  • Andersen LB; Faculty of Education, Arts and Sports, Western Norway University of Applied Sciences, Sogndal, Norway.
  • Brønd JC; Faculty of Education, Arts and Sports, Western Norway University of Applied Sciences, Sogndal, Norway.
  • Chastin SF; Department of Sport Science and Biomechanics, University of Southern Denmark, Odense, Denmark.
  • Hansen BH; School of Health and Life Science, Glasgow Caledonian University, Glasgow, UK.
  • Konstabel K; Department of Movement and Sport Science, Ghent University, Ghent, Belgium.
  • Kvalheim OM; Department of Sports Medicine, Norwegian School of Sport Sciences, Osloål, Norway.
  • McGregor DE; Departement of Sport Science and Physical Education, University of Agder, Kristiansand, Norway.
  • Rowlands AV; Department of Chronic Diseases, National Institute for Health Development, Tallinn, Estonia.
  • Sabia S; School of Natural Sciences and Health, Tallinn University, Tallinn, Estonia.
  • van Hees VT; Institute of Psychology, University of Tartu, Tartu, Estonia.
  • Walmsley R; Department of Chemistry, University of Bergen, Bergen, Norway.
  • Ortega FB; School of Health and Life Science, Glasgow Caledonian University, Glasgow, UK.
Br J Sports Med ; 56(7): 376-384, 2022 Apr.
Article em En | MEDLINE | ID: mdl-33846158
The inter-relationship between physical activity, sedentary behaviour and sleep (collectively defined as physical behaviours) is of interest to researchers from different fields. Each of these physical behaviours has been investigated in epidemiological studies, yet their codependency and interactions need to be further explored and accounted for in data analysis. Modern accelerometers capture continuous movement through the day, which presents the challenge of how to best use the richness of these data. In recent years, analytical approaches first applied in other scientific fields have been applied to physical behaviour epidemiology (eg, isotemporal substitution models, compositional data analysis, multivariate pattern analysis, functional data analysis and machine learning). A comprehensive description, discussion, and consensus on the strengths and limitations of these analytical approaches will help researchers decide which approach to use in different situations. In this context, a scientific workshop and meeting were held in Granada to discuss: (1) analytical approaches currently used in the scientific literature on physical behaviour, highlighting strengths and limitations, providing practical recommendations on their use and including a decision tree for assisting researchers' decision-making; and (2) current gaps and future research directions around the analysis and use of accelerometer data. Advances in analytical approaches to accelerometer-determined physical behaviours in epidemiological studies are expected to influence the interpretation of current and future evidence, and ultimately impact on future physical behaviour guidelines.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Exercício Físico / Comportamento Sedentário Tipo de estudo: Guideline / Observational_studies / Prognostic_studies / Qualitative_research / Risk_factors_studies Limite: Humans País/Região como assunto: Caribe ingles / Grenada Idioma: En Revista: Br J Sports Med Ano de publicação: 2022 Tipo de documento: Article País de publicação: Reino Unido
Texto completo
Adicionar na Minha BVS
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Exercício Físico / Comportamento Sedentário Tipo de estudo: Guideline / Observational_studies / Prognostic_studies / Qualitative_research / Risk_factors_studies Limite: Humans País/Região como assunto: Caribe ingles / Grenada Idioma: En Revista: Br J Sports Med Ano de publicação: 2022 Tipo de documento: Article País de publicação: Reino Unido