ArticleThe international journal of behavioral nutrition and physical activity2017
Weather and children's physical activity; how and why do relationships vary between countries?
Article in The international journal of behavioral nutrition and physical activity, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.
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44 citing papers in PubMed, 138 citations in OpenAlex.
- The Impact of Stand-Biased Desks on Afterschool Physical Activity Behaviors of Elementary School Children.International journal of environmental research and public health · 2022Trial
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- Exploring the associations between physical activity, sleep, sedentary behaviour, and mental health in young German children.Journal of activity, sedentary and sleep behaviors · 2026Article
- Temperature exposure and time adolescents spend in physical activity across intensity levels.Environmental epidemiology (Philadelphia, Pa.) · 2026Article
- A review of safety risk management and optimization strategies for physical education classes in Chinese schools in heat-stress environments.Frontiers in public health · 2026Review
- Trajectories of children's physical activity volume and intensity across the school year: the Ready, Set, Move project.Journal of activity, sedentary and sleep behaviors · 2025Article
- Effects of temperature and environmental covariates on the dynamic transmission of hand, foot, and mouth disease in Zhejiang, China.PLoS neglected tropical diseases · 2025Article
- Recent developments in Achilles tendon risk-analyzing rupture factors for enhanced injury prevention and clinical guidance: Current implications of regenerative medicine.Journal of orthopaedic translation · 2024Review
- Measuring Self-Efficacy for Exercise among Older Adults: Psychometric Properties and Measurement Invariance of a Brief Version of the Self-Efficacy for Exercise (SEE) Scale.Healthcare (Basel, Switzerland) · 2024Article
- Digital endpoints in clinical trials: emerging themes from a multi-stakeholder Knowledge Exchange event.Trials · 2024Article
- Association between time of assessment within a school year and physical fitness of primary school children.Scientific reports · 2024Article
- Compensatory behavior of physical activity in adolescents - a qualitative analysis of the underlying mechanisms and influencing factors.BMC public health · 2024Article
- "Losing access to outdoor spaces was the biggest challenge for children to be healthy": pandemic restrictions and community supports for children's movement in Nova Scotia.Frontiers in public health · 2024Article
- Seasonality and Objective Physical Activity and Sedentary Behaviour among Older Adults from Four European Countries.Healthcare (Basel, Switzerland) · 2023Article
- The Impact of Temperature on 24-Hour Movement Behaviors among Chinese Freshmen Students.International journal of environmental research and public health · 2023Article
- Factors affecting outdoor physical activity in extreme temperatures in a sub-tropical Chinese urban population: an exploratory telephone survey.BMC public health · 2023Article
- Children's independent mobility during dark hours: a scoping review.Frontiers in public health · 2023Article
- Accelerometer-based and self-reported physical activity of children and adolescents from a seasonal perspective.Frontiers in sports and active living · 2023Article
- Multilevel and general linear modeling of weather and time effects on the emotional and behavioral states of children with profound intellectual and multiple disabilities.Frontiers in psychiatry · 2023Article
- Are we underestimating the impact of COVID-19 on children's physical activity in Europe?-a study of 24 302 children.European journal of public health · 2022Article
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Authors and funding
17 authors at 12 institutions in 8 countries.
Funding
Abstract
backgroundGlobally 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.
methodsIn 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.
resultsIncreased 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.
conclusionsWe 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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