Department of Sport Science and Sport, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
Institute for Physical Activity and Nutrition, Deakin University, Geelong, Australia.
J Phys Act Health. 2024 Apr 16;21(7):675-682. doi: 10.1123/jpah.2022-0596. Print 2024 Jul 1.
Numerous studies showed an effect of weather on physical activity (PA) levels in children. However, no study has yet examined the relevance of personal factors in this relationship. Therefore, this study analyzes (1) whether there are systematic interindividual differences in the extent to which weather affects the PA behavior and (2) whether physical literacy (PL) moderates the weather-PA association in children.
A total of 951 children in 12 Danish schools (age 9.76 [1.59] y; 54.3% girls) completed objective PA assessments via accelerometry (moderate to vigorous PA, light PA, and sedentary behavior). Local weather data (precipitation, wind speed, temperature, and sunshine duration) were provided by the Danish Meteorological Institute. Participants' PL was measured employing the Danish version of the Canadian Assessment of Physical Literacy-2. The 4116 accelerometer days underwent longitudinal multilevel analyses while considering their nesting into pupils and school classes (n = 51).
Fluctuations in all PA indicators were significantly explained by variations in weather conditions, especially precipitation (P ≤ .035). Significant interindividual differences were found for 9 of 12 analytical dimensions, suggesting that weather changes influence PA behavior differently across individuals (especially moderate to vigorous PA, χ2[4] ≥ 11.5, P ≤ .021). However, PL moderated the relationship between weather and PA in only 2 of the 48 analytical constellations.
Despite the varying impact of weather on PA across individuals, the present study favors a main effect model in which weather and PL exert independent effects on children's PA. The insufficient support for PL as a moderating factor calls for future studies to test alternative mechanisms in the weather-PA association.
许多研究表明天气对儿童身体活动(PA)水平有影响。然而,尚无研究探讨个人因素在这一关系中的相关性。因此,本研究分析了(1)天气对 PA 行为的影响程度是否存在系统的个体间差异,以及(2)体育素养(PL)是否调节了儿童的天气-PA 关联。
共有 12 所丹麦学校的 951 名儿童(年龄 9.76[1.59]岁;54.3%为女孩)通过加速度计完成了客观的 PA 评估(中高强度 PA、低强度 PA 和久坐行为)。当地的天气数据(降水、风速、温度和日照时间)由丹麦气象局提供。参与者的 PL 通过丹麦版加拿大体育素养评估-2 进行测量。在考虑到学生和班级嵌套的情况下(n=51),对 4116 个加速度计日进行了纵向多水平分析。
所有 PA 指标的波动都明显受到天气条件的变化解释,特别是降水(P≤.035)。在 12 个分析维度中有 9 个维度发现了显著的个体间差异,这表明天气变化对 PA 行为的影响在个体之间存在差异(尤其是中高强度 PA,χ2[4]≥11.5,P≤.021)。然而,PL 仅在 48 个分析组合中的 2 个中调节了天气与 PA 之间的关系。
尽管天气对 PA 的影响在个体之间存在差异,但本研究倾向于认为天气和 PL 对儿童 PA 具有独立影响的主要效应模型。PL 作为调节因素的支持不足需要未来的研究来检验天气-PA 关联中的替代机制。