Examining the effects of mobility-based air and noise pollution on activity satisfaction

被引:27
作者
Ma, Jing [1 ]
Rao, Jingwen [1 ]
Kwan, Mei-Po [2 ,3 ,4 ]
Chai, Yanwei [5 ]
机构
[1] Beijing Normal Univ, Fac Geog Sci, Beijing Key Lab Remote Sensing Environm & Digital, Beijing, Peoples R China
[2] Chinese Univ Hong Kong, Dept Geog & Resource Management, Hong Kong, Peoples R China
[3] Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Hong Kong, Peoples R China
[4] Univ Utrecht, Fac Geosci, Dept Human Geog & Spatial Planning, Utrecht, Netherlands
[5] Peking Univ, Coll Urban & Environm Sci, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Environmental pollution; Subjective wellbeing; Geographic context; Multilevel model; China; ROAD TRAFFIC NOISE; LIFE SATISFACTION; MARITAL-STATUS; HAPPINESS; CONTEXT; EXPOSURE; ENVIRONMENT; DEPRESSION; GEOGRAPHY; QUALITY;
D O I
10.1016/j.trd.2020.102633
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Understanding how mobility-based real-time exposures to environmental pollution influence activity satisfaction has great potential for improving subjective wellbeing. Using real-time data from Global Positioning System trajectories and portable sensors collected in Beijing, this study investigates whether and how individual's real-time and perceived exposures to air and noise pollution at a fine spatio-temporal resolution influence activity satisfaction while controlling for geographic contexts, activity characteristics, socio-demographic attributes, health and life circumstances. The results show that activity satisfaction and air and noise pollution vary greatly in various microenvironments. Perceived air and noise pollution are more significant covariates of activity satisfaction than objectively measured pollution, and air pollution has a greater effect than noise pollution on activity satisfaction. These findings indicate that more granular data should be collected to further examine the relationships among geographic microenvironment, personal exposure and wellbeing, and compact city design is of great potential for improving subjective wellbeing.
引用
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页数:13
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