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Weather and children’s physical activity; how and why do relationships vary between countries?

BACKGROUND: Globally most children do not engage in enough physical activity. Day length and weather conditions have been identified as determinants of physical activity, although how they may be overcome as barriers is not clear. We aim to examine if and how relationships between children’s physica...

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Autores principales: Harrison, Flo, Goodman, Anna, van Sluijs, Esther M. F., Andersen, Lars Bo, Cardon, Greet, Davey, Rachel, Janz, Kathleen F, Kriemler, Susi, Molloy, Lynn, Page, Angie S, Pate, Russ, Puder, Jardena J, Sardinha, Luis B, Timperio, Anna, Wedderkopp, Niels, Jones, Andy P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5450267/
https://www.ncbi.nlm.nih.gov/pubmed/28558747
http://dx.doi.org/10.1186/s12966-017-0526-7
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author Harrison, Flo
Goodman, Anna
van Sluijs, Esther M. F.
Andersen, Lars Bo
Cardon, Greet
Davey, Rachel
Janz, Kathleen F
Kriemler, Susi
Molloy, Lynn
Page, Angie S
Pate, Russ
Puder, Jardena J
Sardinha, Luis B
Timperio, Anna
Wedderkopp, Niels
Jones, Andy P.
author_facet Harrison, Flo
Goodman, Anna
van Sluijs, Esther M. F.
Andersen, Lars Bo
Cardon, Greet
Davey, Rachel
Janz, Kathleen F
Kriemler, Susi
Molloy, Lynn
Page, Angie S
Pate, Russ
Puder, Jardena J
Sardinha, Luis B
Timperio, Anna
Wedderkopp, Niels
Jones, Andy P.
author_sort Harrison, Flo
collection PubMed
description BACKGROUND: Globally most children do not engage in enough physical activity. Day length and weather conditions have been identified as determinants of physical activity, although how they may be overcome as barriers is not clear. We aim to examine if and how relationships between children’s physical activity and weather and day length vary between countries and identify settings in which children were better able to maintain activity levels given the weather conditions they experienced. METHODS: In this repeated measures study, we used data from 23,451 participants in the International Children’s Accelerometry Database (ICAD). Daily accelerometer-measured physical activity (counts per minute; cpm) was matched to local weather conditions and the relationships assessed using multilevel regression models. Multilevel models accounted for clustering of days within occasions within children within study-cities, and allowed us to explore if and how the relationships between weather variables and physical activity differ by setting. RESULTS: Increased precipitation and wind speed were associated with decreased cpm while better visibility and more hours of daylight were associated with increased cpm. Models indicated that increases in these variables resulted in average changes in mean cpm of 7.6/h of day length, −13.2/cm precipitation, 10.3/10 km visibility and −10.3/10kph wind speed (all p < 0.01). Temperature showed a cubic relationship with cpm, although between 0 and 20 degrees C the relationship was broadly linear. Age showed interactions with temperature and precipitation, with the associations larger among younger children. In terms of geographic trends, participants from Northern European countries and Melbourne, Australia were the most active, and also better maintained their activity levels given the weather conditions they experienced compared to those in the US and Western Europe. CONCLUSIONS: We found variation in the relationship between weather conditions and physical activity between ICAD studies and settings. Children in Northern Europe and Melbourne, Australia were not only more active on average, but also more active given the weather conditions they experienced. Future work should consider strategies to mitigate the impacts of weather conditions, especially among young children, and interventions involving changes to the physical environment should consider how they will operate in different weather conditions.
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spelling pubmed-54502672017-06-01 Weather and children’s physical activity; how and why do relationships vary between countries? Harrison, Flo Goodman, Anna van Sluijs, Esther M. F. Andersen, Lars Bo Cardon, Greet Davey, Rachel Janz, Kathleen F Kriemler, Susi Molloy, Lynn Page, Angie S Pate, Russ Puder, Jardena J Sardinha, Luis B Timperio, Anna Wedderkopp, Niels Jones, Andy P. Int J Behav Nutr Phys Act Research BACKGROUND: Globally most children do not engage in enough physical activity. Day length and weather conditions have been identified as determinants of physical activity, although how they may be overcome as barriers is not clear. We aim to examine if and how relationships between children’s physical activity and weather and day length vary between countries and identify settings in which children were better able to maintain activity levels given the weather conditions they experienced. METHODS: In this repeated measures study, we used data from 23,451 participants in the International Children’s Accelerometry Database (ICAD). Daily accelerometer-measured physical activity (counts per minute; cpm) was matched to local weather conditions and the relationships assessed using multilevel regression models. Multilevel models accounted for clustering of days within occasions within children within study-cities, and allowed us to explore if and how the relationships between weather variables and physical activity differ by setting. RESULTS: Increased precipitation and wind speed were associated with decreased cpm while better visibility and more hours of daylight were associated with increased cpm. Models indicated that increases in these variables resulted in average changes in mean cpm of 7.6/h of day length, −13.2/cm precipitation, 10.3/10 km visibility and −10.3/10kph wind speed (all p < 0.01). Temperature showed a cubic relationship with cpm, although between 0 and 20 degrees C the relationship was broadly linear. Age showed interactions with temperature and precipitation, with the associations larger among younger children. In terms of geographic trends, participants from Northern European countries and Melbourne, Australia were the most active, and also better maintained their activity levels given the weather conditions they experienced compared to those in the US and Western Europe. CONCLUSIONS: We found variation in the relationship between weather conditions and physical activity between ICAD studies and settings. Children in Northern Europe and Melbourne, Australia were not only more active on average, but also more active given the weather conditions they experienced. Future work should consider strategies to mitigate the impacts of weather conditions, especially among young children, and interventions involving changes to the physical environment should consider how they will operate in different weather conditions. BioMed Central 2017-05-30 /pmc/articles/PMC5450267/ /pubmed/28558747 http://dx.doi.org/10.1186/s12966-017-0526-7 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Harrison, Flo
Goodman, Anna
van Sluijs, Esther M. F.
Andersen, Lars Bo
Cardon, Greet
Davey, Rachel
Janz, Kathleen F
Kriemler, Susi
Molloy, Lynn
Page, Angie S
Pate, Russ
Puder, Jardena J
Sardinha, Luis B
Timperio, Anna
Wedderkopp, Niels
Jones, Andy P.
Weather and children’s physical activity; how and why do relationships vary between countries?
title Weather and children’s physical activity; how and why do relationships vary between countries?
title_full Weather and children’s physical activity; how and why do relationships vary between countries?
title_fullStr Weather and children’s physical activity; how and why do relationships vary between countries?
title_full_unstemmed Weather and children’s physical activity; how and why do relationships vary between countries?
title_short Weather and children’s physical activity; how and why do relationships vary between countries?
title_sort weather and children’s physical activity; how and why do relationships vary between countries?
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5450267/
https://www.ncbi.nlm.nih.gov/pubmed/28558747
http://dx.doi.org/10.1186/s12966-017-0526-7
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