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.

Highlights

  • Most children do not engage in enough physical activity

  • Using the International Children’s Accelerometry Database (ICAD) data, this paper aims to answer the following questions: 1. What is the relationship between day length, weather conditions and physical activity, including potential interactions between weather variables?

  • QU1) what is the relationship between physical activity and day length/weather, including potential interactions? Table 2 shows the results of the models of log cpm between 7 am and 9 pm

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Summary

Introduction

Most children do not engage in enough physical activity. Day length and weather conditions have been identified as determinants of physical activity, 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. Understanding the barriers and drivers of physical activity in children is key to developing sustainable and successful interventions to increase activity levels. It has been consistently observed that children’s activity levels exhibit a seasonal pattern This has been reported in many settings including Europe [4,5,6,7,8,9,10,11,12], the USA [13,14,15] and Australia [16]. Understanding how day length and weather influence physical activity is a useful step in the development of sustainable interventions to maintain activity levels throughout the year

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