Johannes Carl, Paulina S Melby, M. Kurtzhals, Glen Nielsen, P. Bentsen, P. Elsborg
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引用次数: 0
摘要
背景众多研究表明,天气对儿童的体育锻炼(PA)水平有影响。然而,还没有研究探讨过个人因素在这种关系中的相关性。方法丹麦 12 所学校的 951 名儿童(年龄为 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(中度到剧烈 PA、轻度 PA 和久坐行为)。当地天气数据(降水、风速、温度和日照时间)由丹麦气象研究所提供。参与者的运动量采用丹麦版《加拿大运动素养评估-2》(Canadian Assessment of Physical Literacy-2)进行测量。对 4116 个加速度计日进行了纵向多层次分析,同时考虑了学生和学校班级(n = 51)的嵌套情况。结果所有活动量指标的波动都可以通过天气条件的变化,尤其是降水量的变化得到显著解释(P ≤ .035)。在 12 个分析维度中,有 9 个维度存在明显的个体间差异,这表明天气变化对不同个体的 PA 行为产生了不同的影响(尤其是中度到剧烈 PA,χ2[4] ≥ 11.5,P ≤ .021)。结论尽管天气对不同个体的 PA 的影响各不相同,但本研究倾向于采用主效应模型,即天气和 PL 对儿童 PA 产生独立的影响。由于 PL 作为调节因素的支持不足,因此未来的研究需要检验天气与 PA 关联的其他机制。
The Role of Physical Literacy in the Association Between Weather and Physical Activity: A Longitudinal Multilevel Analysis With 951 Children.
BACKGROUND
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.
METHODS
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).
RESULTS
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.
CONCLUSIONS
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.
期刊介绍:
The Journal of Physical Activity and Health (JPAH) publishes original research and review papers examining the relationship between physical activity and health, studying physical activity as an exposure as well as an outcome. As an exposure, the journal publishes articles examining how physical activity influences all aspects of health. As an outcome, the journal invites papers that examine the behavioral, community, and environmental interventions that may affect physical activity on an individual and/or population basis. The JPAH is an interdisciplinary journal published for researchers in fields of chronic disease.