Abstract
Objectives
Regular physical activity (PA) in children is essential for their development and prevention of overweight and obesity. Little is known about the effect of day-to-day variations in weather conditions on PA levels in school-aged children, particularly with regard to school compared to non-school days and girls compared to boys.
Methods
Daily step count (7:00 a.m.–9:00 p.m.) from 972 grade 5 students aged 10–11 years from 60 schools across Alberta, Canada, was collected using time-stamped pedometers (minimum wear time of two school and one non-school days) during March–June 2013. Time-matched weather conditions (actual and feels-like temperature, cloud coverage, and precipitation amount) were obtained from local weather stations in Alberta during the same period. Multilevel mixed-effect regression models were used to estimate the effect of each weather condition on daily step count.
Results
A 1 °C increase in feels-like temperature was associated with 26 more steps/day (p < 0.05), while 1-unit increase in cloud coverage was associated with 61 fewer steps/day (p < 0.01). Compared to no precipitation, heavy precipitation (> 5 mm/day) was associated with 1022 fewer steps/day (p < 0.01). Students’ PA levels were associated with weather conditions more on non-school vs. school days and more among girls vs. boys.
Conclusion
Results suggest that daily weather conditions can affect PA in school children, particularly outside school hours, and should be considered when evaluating PA levels or designing interventions to promote PA in children. Findings provide support for increased investment toward creating weather-appropriate physical activity opportunities for wet and colder days to prevent PA decline in children during inclement weather conditions.
Résumé
Objectifs
L’activité physique (AP) pratiquée régulièrement par les enfants est essentielle à leur développement et à la prévention du surpoids et de l’obésité. Les effets des variations quotidiennes des conditions météorologiques sur les niveaux d’AP des enfants d’âge scolaire sont méconnus, particulièrement entre les jours de classe et de congé et entre les filles et les garçons.
Méthode
Entre mars et juin 2013, nous avons compté le nombre de pas quotidien (entre 7 h et 21 h) de 972 élèves de 5e année de 60 écoles de l’Alberta, au Canada, âgés de 10 ou 11 ans à l’aide de podomètres avec horodateurs (portés pendant au moins deux jours de classe et un jour de congé). Les conditions météorologiques appariées dans le temps (température réelle et ressentie, couverture nuageuse et quantité de précipitations) ont été obtenues auprès de stations météorologiques locales durant la même période. Des modèles de régression multiniveaux à effets mixtes ont servi à estimer l’effet de chaque condition météorologique sur le nombre de pas quotidien.
Résultats
Une hausse d’un degré Celsius de la température ressentie était associée à 26 pas/jour de plus (p < 0,05), mais une hausse d’une unité de couverture nuageuse était associée à 61 pas/jour de moins (p < 0,01). Comparativement à l’absence de précipitations, les fortes précipitations (> 5 mm/jour) étaient associées à 1022 pas/jour de moins (p < 0,01). Les niveaux d’AP des élèves étaient plus associés aux conditions météorologiques les jours de congé que les jours de classe, et plus chez les filles que chez les garçons.
Conclusion
Les résultats montrent que les conditions météorologiques quotidiennes peuvent avoir un effet sur l’AP des enfants d’âge scolaire, surtout hors des heures de classe, et qu’il faut en tenir compte en évaluant les niveaux d’AP ou en concevant des interventions pour promouvoir l’AP chez les enfants. Ces constatations confirment la nécessité d’investir davantage dans la création de possibilités d’activité physique adaptées à la météo pour les jours de pluie ou de froid afin d’empêcher une baisse d’AP des enfants par mauvais temps.
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References
Aibar, A., Bois, J. E., Generelo, E., Bengoechea, E. G., Paillard, T., & Zaragoza, J. (2013). Effect of weather, school transport, and perceived neighborhood characteristics on moderate to vigorous physical activity levels of adolescents from two European cities. Environ Behav, 47(4), 395–417.
Bélanger, M., Gray-Donald, K., O’loughlin, J., Paradis, G., & Hanley, J. (2009). Influence of weather conditions and season on physical activity in adolescents. Ann Epidemiol, 19(3), 180–186.
Brazendale, K., Beets, M. W., Weaver, R. G., Pate, R. R., Turner-McGrievy, G. M., Kaczynski, A. T., Chandler, J. L., Bohnert, A., & von Hippel, P. T. (2017). Understanding differences between summer vs. school obesogenic behaviors of children: the structured days hypothesis. Int J Behav Nutr Phys Act, 14(1), 100.
Brockman, R., Jago, R., & Fox, K. R. (2011). Children’s active play: self-reported motivators, barriers and facilitators. BMC Public Health, 11, 461.
Brodersen, N. H., Steptoe, A., Williamson, S., & Wardle, J. (2005). Sociodemographic, developmental, environmental, and psychological correlates of physical activity and sedentary behavior at age 11 to 12. Ann Behav Med, 29(1), 2–11.
Canadian Fitness and Lifestyle Research Institute. (2007). Objective measures of physical activity levels of Alberta children and youth. Edmonton: Alberta Education.
Canadian Task Force on Preventive Health Care. (2015). Recommendations for growth monitoring, and prevention and management of overweight and obesity in children and youth in primary care. Can Med Assoc J, 187, 411–421.
Carson, V., & Spence, J. C. (2010 Feb). Seasonal variation in physical activity among children and adolescents: A review. Pediatr Exerc Sci, 22(1), 81–92.
Chan, C. B., Ryan, D. A., & Tudor-Locke, C. (2006). Relationship between objective measures of physical activity and weather: a longitudinal study. Int J Behav Nutr Phys Act, 3(1), 1.
Colley, R. C., Janssen, I., & Tremblay, M. S. (2012). Daily step target to measure adherence to physical activity guidelines in children. Med Sci Sports Exerc, 44(5), 977–982.
Colley, R. C., Carson, V., Garriguet, D., Janssen, I., Roberts, K. C., & Tremblay, M. S. (2017). Moderate-to-vigorous physical activity of Canadian children and youth: accelerometer results from the 2007 to 2015 Canadian health measures survey. Health Rep, 28(10), 8–16.
Comte, M., Hobin, E., Majumdar, S. R., Plotnikoff, R. C., Ball, G. D., & McGavock, J. (2013). Patterns of weekday and weekend physical activity in youth in 2 Canadian provinces. Appl Physiol Nutr Metab, 38(2), 115–119.
De Vries, S., Van Hirtum, H., Bakker, I., Hopman-Rock, M., Hirasing, R., & Van Mechelen, W. (2009). Validity and reproducibility of motion sensors in youth: a systematic update. Med Sci Sports Exerc, 41(4), 818–827.
Duncan, J. S., Hopkins, W. G., Schofield, G., & Duncan, E. K. (2008). Effects of weather on pedometer-determined physical activity in children. Med Sci Sports Exerc, 40(8), 1432–1438.
Environment and Climate Change Canada (ECCC) (2016). MANOBS: Manual of Surface Weather Observations. https://www.ec.gc.ca/manobs/73BC3152-E142-4AEE-AC7D-CF30DAFF9F70/MANOBS_7E-A19_Eng_web.pdf. Accessed 3 Dec 2018.
Fung, C., Kuhle, S., Lu, C., Purcell, M., Schwartz, M., Storey, K., & Veugelers, P. J. (2012). From “best practice” to “next practice”: the effectiveness of school-based health promotion in improving healthy eating and physical activity and preventing childhood obesity. Int J Behav Nutr Phys Act, 9, 27.
Katapally, T. R., Rainham, D., & Muhajarine, N. (2015). Factoring in weather variation to capture the influence of urban design and built environment on globally recommended levels of moderate to vigorous physical activity in children. BMJ Open, 5(11), e009045.
Lewis, L., Maher, C., Belanger, K., Tremblay, M., Chaput, J., & Olds, T. (2016). At the mercy of the gods: associations between weather, physical activity and sedentary time in children. Pediatr Exerc Sci, 28(1), 152–163.
Masse, L. C., Dassa, C., Gauvin, L., Giles-Corti, B., & Motl, R. (2002). Emerging measurement and statistical methods in physical activity research. Am J Prev Med, 23(2), 44–55.
O’Neill, A. H., Lee, S., Yan, A., & Voorhees, C. C. (2011). Association Between Weather and Physical Activity in Baltimore Teens. Environ Behavior, 45(1), 138–151.9.
Poitras, V. J., Gray, C. E., Borghese, M. M., Carson, V., Chaput, J.-P., Janssen, I., et al. (2016). Systematic review of the relationships between objectively measured physical activity and health indicators in school-aged children and youth. Appl Physiol Nutr Metab, 41(6), S197–S239.
Rowe, D. A., Mahar, M. T., Raedeke, T. D., & Lore, J. (2004). Measuring physical activity in children with pedometers: reliability, reactivity, and replacement of missing data. Pediatr Exerc Sci, 16(4), 343–354.
Sarkin, J. A., McKenzie, T. L., & Sallis, J. F. (1997). Gender differences in physical activity during fifth-grade physical education and recess periods. J Teach Phys Educ, 17(1), 99–106.
Spence, J. C., Blanchard, C. M., Clark, M., Plotnikoff, R. C., Storey, K. E., & McCargar, L. (2010). The role of self-efficacy in explaining gender differences in physical activity among adolescents: a multilevel analysis. J Phys Act Health, 7(2), 176–183.
Spence, J. C., Holt, N. L., Sprysak, C. J., Spencer-Cavaliere, N., & Caulfield, T. (2012). Non-refundable tax credits are an inequitable policy instrument for promoting physical activity among Canadian children. Canadian Journal of Public Health, 175–177.
Stone, M. R., & Faulkner, G. E. (2014). Outdoor play in children: associations with objectively-measured physical activity, sedentary behavior and weight status. Prev Med, 65, 122–127.
Tucker, P., & Gilliland, J. (2007). The effect of season and weather on physical activity: a systematic review. Public Health, 121(12), 909–922.
Vander Ploeg, K. A., Wu, B., McGavock, J., & Veugelers, P. J. (2012). Physical activity among Canadian children on school days and nonschool days. J Phys Act Health, 9, 1138–1145.
Vander Ploeg, K. A., McGavock, J., Maximova, K., & Veugelers, P. J. (2014). School-based health promotion and physical activity during and after school hours. Pediatrics, 133(2), e371–e378.
Zhang, X., Vincent, L. A., Hogg, W., & Niitsoo, A. (2000). Temperature and precipitation trends in Canada during the 20th century. Atmosphere-Ocean, 38(3), 395–429.
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Rahman, S., Maximova, K., Carson, V. et al. Stay in or play out? The influence of weather conditions on physical activity of grade 5 children in Canada. Can J Public Health 110, 169–177 (2019). https://doi.org/10.17269/s41997-019-00176-6
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DOI: https://doi.org/10.17269/s41997-019-00176-6