Exploring the Impacts of Air Quality on Travel Behavior and Activity Participation: Evidence from Travel Diary Surveys in Northern Utah

Fariba Soltani Mandolakani, Mahyar Vahedi Saheli, Patrick A. Singleton
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Abstract

In this study, we explored whether and how area-wide air pollution affected individuals' activity participation and travel behaviors, and how these effects differed by neighborhood context. Using multi-day travel survey data provided by 403 adults from 230 households in a small urban area in northern Utah, US, we analyzed a series of 20 activity and travel outcomes. We investigated the associations of three different metrics of (measured and perceived) air quality with these outcomes, separately for residents of urban and suburban/rural neighborhoods, and controlled for personal and household characteristics. Our models found some measurable changes in activity and travel patterns on days with poor air quality. In urban areas, people engaged in more mandatory (work/school) activities, whereas there was no discernible change in suburban/rural areas. The total travel time for urban residents increased, driven by increases in trip-making and travel time by public modes (bus) and increases in travel time by private modes (car). On the other hand, suburban/rural residents traveled shorter total distances (mostly through lower vehicle miles traveled), and there was a notable uptick in the probability of being an active mode user (walk/bike). Air quality perceptions also seemed to play a role, at least for urban residents who walked/biked longer distances, rode the bus for longer distances/times, and drove fewer miles on days with worse perceived air pollution. Overall, the results are somewhat encouraging, finding more evidence of altruistic than risk-averse travel behavioral responses to episodes of area-wide air pollution; although, more research is needed.
探索空气质量对旅行行为和活动参与的影响:犹他州北部旅行日记调查的证据
在这项研究中,我们探讨了整个地区的空气污染是否以及如何影响个人的活动参与和旅行行为,以及这些影响在不同的社区环境下有何差异。利用美国犹他州北部一个小城市地区 230 户家庭的 403 名成年人提供的多日出行调查数据,我们分析了一系列 20 项活动和出行结果。我们针对城市和郊区/农村地区的居民,分别研究了空气质量的三个不同指标(测量值和感知值)与这些结果之间的关联,并对个人和家庭特征进行了控制。我们的模型发现,在空气质量较差的日子里,人们的活动和出行模式发生了一些可测量的变化。在城市地区,人们从事了更多强制性(工作/上学)活动,而郊区/农村地区则没有明显变化。城市居民的总出行时间增加了,主要原因是公共交通方式(公交车)的出行和出行时间增加,以及私人交通方式(汽车)的出行时间增加。另一方面,郊区/农村居民的总出行距离缩短了(主要是因为车辆行驶里程减少了),而且积极出行方式(步行/骑自行车)的使用率明显上升。对空气质量的看法似乎也起到了一定的作用,至少对城市居民来说是这样,他们步行/骑自行车的距离更长,乘坐公共汽车的距离/时间更长,在认为空气污染更严重的日子里开车的里程数更少。总体而言,研究结果令人鼓舞,发现了更多利他主义而非规避风险的出行行为对整个地区空气污染事件的反应;不过,还需要更多的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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