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GRANADA consensus o...
GRANADA consensus on analytical approaches to assess associations with accelerometer-determined physical behaviours (physical activity, sedentary behaviour and sleep) in epidemiological studies
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- Hidalgo Migueles, Jairo Hidalgo (author)
- Linköpings universitet,Avdelningen för samhälle och hälsa,Medicinska fakulteten,Univ Granada, Spain
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- Aadland, Eivind (author)
- Western Norway Univ Appl Sci, Norway
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- Andersen, Lars Bo (author)
- Western Norway Univ Appl Sci, Norway
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- Brond, Jan Christian (author)
- Univ Southern Denmark, Denmark
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- Chastin, Sebastien F. (author)
- Glasgow Caledonian Univ, Scotland; Univ Ghent, Belgium
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- Hansen, Bjorge H. (author)
- Norwegian Sch Sport Sci, Norway; Univ Agder, Norway
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- Konstabel, Kenn (author)
- Natl Inst Hlth Dev, Estonia; Tallinn Univ, Estonia; Univ Tartu, Estonia
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- Kvalheim, Olav Martin (author)
- Univ Bergen, Norway
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- McGregor, Duncan E. (author)
- Glasgow Caledonian Univ, Scotland; Biomath & Stat Scotland, Scotland
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- Rowlands, Alex V (author)
- Univ Leicester, England; Leicester Gen Hosp, England; Univ South Australia, Australia
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- Sabia, Severine (author)
- Univ Paris, France; UCL, England
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- van Hees, Vincent T. (author)
- Accelting, Netherlands; Vrije Univ Amsterdam, Netherlands
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- Walmsley, Rosemary (author)
- Univ Oxford, England; Univ Oxford, England
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- Ortega, Francisco B. (author)
- Karolinska Institutet,Univ Granada, Spain; Karolinska Inst, Sweden
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(creator_code:org_t)
- 2021-04-12
- 2022
- English.
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In: British Journal of Sports Medicine. - : BMJ. - 0306-3674 .- 1473-0480. ; 56:7, s. 376-384
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https://bjsm.bmj.com...
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Abstract
Subject headings
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- 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.
Subject headings
- SAMHÄLLSVETENSKAP -- Annan samhällsvetenskap -- Tvärvetenskapliga studier inom samhällsvetenskap (hsv//swe)
- SOCIAL SCIENCES -- Other Social Sciences -- Social Sciences Interdisciplinary (hsv//eng)
Keyword
- physical activity; epidemiology; statistics; accelerometer; sedentary
Publication and Content Type
- ref (subject category)
- art (subject category)
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- By the author/editor
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Hidalgo Migueles ...
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Aadland, Eivind
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Andersen, Lars B ...
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Brond, Jan Chris ...
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Chastin, Sebasti ...
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Hansen, Bjorge H ...
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Konstabel, Kenn
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Kvalheim, Olav M ...
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McGregor, Duncan ...
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Rowlands, Alex V
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Sabia, Severine
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van Hees, Vincen ...
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Walmsley, Rosema ...
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Ortega, Francisc ...
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- About the subject
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- SOCIAL SCIENCES
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SOCIAL SCIENCES
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and Other Social Sci ...
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and Social Sciences ...
- Articles in the publication
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British Journal ...
- By the university
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Linköping University
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Karolinska Institutet