Projecting travelers into a world of self-driving vehicles: estimating travel behavior implications via a naturalistic experiment

被引:101
作者
Harb, Mustapha [1 ]
Xiao, Yu [2 ]
Circella, Giovanni [3 ]
Mokhtarian, Patricia L. [4 ]
Walker, Joan L. [5 ]
机构
[1] Univ Calif Berkeley, Dept Civil & Environm Engn, 116 McLaughlin Hall, Berkeley, CA 94720 USA
[2] Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Hong Kong, Hong Kong, Peoples R China
[3] Univ Calif Davis, Inst Transportat Studies, 1715 Tilia St, Davis, CA 95616 USA
[4] Georgia Inst Technol, Sch Civil & Environm Engn, 790 Atlantic Dr, Atlanta, GA 30332 USA
[5] Univ Calif Berkeley, Dept Civil & Environm Engn, 111 McLaughlin Hall, Berkeley, CA 94720 USA
关键词
Travel behavior; Self-driving vehicles; Naturalistic experiment; Chauffeur; VMT;
D O I
10.1007/s11116-018-9937-9
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Automated driving technologies are currently penetrating the market, and the coming fully autonomous cars will have far-reaching, yet largely unknown, implications. A critical unknown is the impact on traveler behavior, which in turn impacts sustainability, the economy, and wellbeing. Most behavioral studies, to date, either focus on safety and human factors (driving simulators; test beds), assume travel behavior implications (microsimulators; network analysis), or ask about hypothetical scenarios that are unfamiliar to the subjects (stated preference studies). Here we present a different approach, which is to use a naturalistic experiment to project people into a world of self-driving cars. We mimic potential life with a privately-owned self-driving vehicle by providing 60 h of free chauffeur service for each participating household for use within a 7-day period. We seek to understand the changes in travel behavior as the subjects adjust their travel and activities during the chauffeur week when, as in a self-driving vehicle, they are explicitly relieved of the driving task. In this first pilot application, our sample consisted of 13 subjects from the San Francisco Bay area, drawn from three cohorts: millennials, families, and retirees. We tracked each subject's travel for 3 weeks (the chauffeur week, 1 week before and 1 week after) and conducted surveys and interviews. During the chauffeur week, we observed sizable increases in vehicle-miles traveled and number of trips, with a more pronounced increase in trips made in the evening and for longer distances and a substantial proportion of "zero-occupancy" vehicle-miles traveled.
引用
收藏
页码:1671 / 1685
页数:15
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