Understanding the effects of built environment on physical activity is important for promoting healthy lifestyles in cities. Yet, very few studies have used objective continuous location data and measures of physical activity while addressing biases to causal inference. In addition, the effect of the environment on body postures during trips, albeit of physiological importance, is rarely addressed. Using mixed models for compositional data on sensor-derived physical activity information, we estimated the effects of greenery, destination density, public transport time e ciency, and average area education among 692 homework journeys made by 121 healthy adults (80 men, 41 women). Higher levels of greenery, public transport time e ciency, and average area education along the shortest network path between home and workplaces were found to reduce contemporaneous sedentary postures and increase physical activity. These relationships suggest that decision makers should consider greening cities and improving public transport e ciency as an effective way to reduce the prevalence of sedentary behaviors in our societies.
翻译:理解建筑环境对体育活动的影响对于促进城市健康生活方式十分重要,然而,很少有研究利用客观的连续定位数据和体力活动计量,同时消除因果推断偏差;此外,环境对旅行期间身体姿势的影响,尽管具有生理重要性,却很少得到处理;使用关于感应物质活动信息的混合构成数据模型,我们估计了121名健康成年人(80名男子,41名妇女)进行的692次家庭作业旅行(绿度、目的地密度、公共交通时间和对口时间)和平均地区教育的影响;在家庭和工作场所之间最短的网络道路上,发现较高水平的绿度、公共交通时间和平均地区教育会减少同时期的定居姿势,增加体力活动;这些关系表明,决策者应考虑绿化城市和改善公共交通电子感能,以此作为减少我们社会中定居行为流行的有效途径。