School of Public Health, University of Alberta, Edmonton, AB, Canada.
Faculty of Kinesiology, Sport, and Recreation, University of Alberta, Edmonton, Canada.
Can J Public Health. 2019 Apr;110(2):169-177. doi: 10.17269/s41997-019-00176-6. Epub 2019 Feb 1.
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.
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.
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.
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.
儿童有规律的身体活动(PA)对其发育和预防超重肥胖至关重要。对于日常天气条件变化对学龄儿童 PA 水平的影响,尤其是与上学日相比非上学日以及女孩与男孩相比,我们知之甚少。
2013 年 3 月至 6 月期间,从加拿大阿尔伯塔省 60 所学校的 972 名 10-11 岁的五年级学生收集了每日计步数据(7:00 a.m.-9:00 p.m.),使用带时间戳的计步器(至少佩戴两个上学日和一个非上学日)。同时在同一时期,从阿尔伯塔省当地气象站获得了天气匹配的天气条件(实际和体感温度、云量和降水量)。使用多层混合效应回归模型估计每种天气条件对每日计步的影响。
体感温度升高 1°C,每天增加 26 步(p<0.05),而云量增加 1 个单位,每天减少 61 步(p<0.01)。与无降水相比,强降水(>5 毫米/天)每天减少 1022 步(p<0.01)。与上学日相比,学生的 PA 水平与非上学日的天气条件更为相关,与男孩相比,女孩更为相关。
结果表明,日常天气条件会影响学龄儿童的 PA,尤其是在课外时间,在评估 PA 水平或设计促进儿童 PA 的干预措施时应考虑这些因素。研究结果为增加投资提供了支持,以创造适合天气的体育活动机会,应对恶劣天气条件下儿童 PA 下降的问题。