Journal
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT
Volume 99, Issue -, Pages -Publisher
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.trd.2021.103007
Keywords
Air pollution; Travel behavior; Mobile positioning data; Big data
Funding
- National Natural Science Foundation of China [71301128, 62041206, 71731009, 72061127002, 11771012]
- Guangdong Province Department of Education [2018WZDXM020]
- Natural Science Foundation of Shaanxi Province of China [2021JC-01]
- Shenzhen Key Research Base in Arts & Social Sciences
- Intelligent Management & Innovation Research Center, SusTech
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Exposure to air pollution leads to 4.2 million deaths globally every year, prompting people to avoid traveling on polluted days. This study, based on mobile positioning records in Xi'an, China, reveals that air pollution has a significantly negative impact on travel behavior, with people reducing travel distance slightly but greatly reducing travel area on polluted days. Additionally, different demographic groups exhibit varying travel behavior patterns on polluted days.
Exposure to ambient air pollution causes 4.2 million deaths worldwide every year; thus, people may avoid traveling on polluted days. However, the extant studies have mixed findings of the travel behavior on polluted days, caused by the shortcomings of survey data and specific activity data. In order to fulfill this research gap, this study evaluates the relationship between air pollution and travel behavior based on approximately 4.6 billion mobile positioning records in Xi'an, China. Moreover, this study also investigates how different demographic groups travel differently on polluted days. The results indicate that air pollution has a significantly negative correlation with travel behavior. Specifically, (1) people reduce travel distance slightly but reduce travel area greatly; and (2) younger people (50 and under) reduce more travel area while older people (over 50) reduce more travel distance on polluted days.
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