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天气与儿童身体活动;各国之间的关系如何以及为何存在差异?

Weather and children's physical activity; how and why do relationships vary between countries?

作者信息

Harrison Flo, Goodman Anna, van Sluijs Esther M F, Andersen Lars Bo, Cardon Greet, Davey Rachel, Janz Kathleen F, Kriemler Susi, Molloy Lynn, Page Angie S, Pate Russ, Puder Jardena J, Sardinha Luis B, Timperio Anna, Wedderkopp Niels, Jones Andy P

机构信息

Norwich Medical School, University of East Anglia, Norwich, UK.

UKCRC Centre for Diet and Activity Research, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge, UK.

出版信息

Int J Behav Nutr Phys Act. 2017 May 30;14(1):74. doi: 10.1186/s12966-017-0526-7.

Abstract

BACKGROUND

Globally 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.

METHODS

In 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.

RESULTS

Increased 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.

CONCLUSIONS

We 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.

摘要

背景

全球范围内,大多数儿童身体活动不足。日长和天气状况已被确定为身体活动的决定因素,尽管如何克服这些障碍尚不清楚。我们旨在研究儿童身体活动与天气和日长之间的关系在不同国家是否存在差异,以及如何存在差异,并确定在何种环境下儿童能够在其所经历的天气条件下更好地保持活动水平。

方法

在这项重复测量研究中,我们使用了国际儿童加速度计数据库(ICAD)中23451名参与者的数据。通过加速度计每日测量的身体活动(每分钟计数;cpm)与当地天气状况相匹配,并使用多水平回归模型评估两者之间的关系。多水平模型考虑了研究城市中儿童在不同场合内天数的聚类情况,使我们能够探究天气变量与身体活动之间的关系在不同环境下是否存在差异以及如何存在差异。

结果

降水量增加和风速加快与cpm降低相关,能见度提高和日照时间增加与cpm升高相关。模型表明,这些变量的增加导致平均cpm的变化分别为:日长每增加1小时,cpm平均变化7.6;降水量每增加1厘米,cpm平均变化-13.2;能见度每增加10公里,cpm平均变化10.3;风速每增加10公里/小时,cpm平均变化-10.3(所有p<0.01)。温度与cpm呈三次方关系,尽管在0至20摄氏度之间该关系大致呈线性。年龄与温度和降水量存在交互作用,年龄较小的儿童中这种关联更为明显。在地理趋势方面,来自北欧国家和澳大利亚墨尔本的参与者最为活跃,并且与美国和西欧的参与者相比,在其所经历的天气条件下,他们也能更好地保持活动水平。

结论

我们发现ICAD研究及不同环境下天气状况与身体活动之间的关系存在差异。北欧和澳大利亚墨尔本的儿童不仅平均活动量更大,而且在其所经历的天气条件下也更为活跃。未来的工作应考虑减轻天气状况影响的策略,尤其是对幼儿而言,涉及改变物理环境的干预措施应考虑其在不同天气条件下的效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d92e/5450267/f3b3d9023b93/12966_2017_526_Fig1_HTML.jpg

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