Taking The Self-Driving Bus: A Passenger Choice Experiment

Konstanze Winter, Joost Wien, E. Molin, O. Cats, P. Morsink, B. Arem
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引用次数: 16

Abstract

At the brink of the introduction of self-driving vehicles, only little is known about how potential users perceive them. This is especially true for self-driving vehicles deployed in public transport services. In this study, the relative preferences for a trip with a self-driving bus is assessed compared to a trip with a regular bus, based on a stated preference experiment. Based on the responses of 282 respondents from the Netherlands and Germany, a discrete choice model is estimated as a Mixed Logit model including attitudes towards trust in self-driving vehicles and interest in technology. The results show that currently public transport passengers prefer the self-driving bus over the regular bus only for short trips. This is due to the finding that the value of travel time is about twice as high for the self-driving bus as for the regular bus for a short commuting trip. Findings from this study further suggest that the popularity of self-driving busses decreases with the presence of a human steward on-board, or if they are operated as a demand-responsive service with fixed routes. People who currently show a strong interest in technology or trust in automated vehicle technology perceive the self-driving busses better than others. The trust-effect is especially strong for women. In general, men are found to be more inclined to choose the self-driving bus than women. Preferences towards automated public transport services are expected to evolve along with the transition from demonstration pilots to their deployment in regular operations.
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乘坐自动驾驶巴士:乘客选择实验
在自动驾驶汽车即将问世之际,人们对潜在用户如何看待它们知之甚少。在公共交通服务中部署的自动驾驶汽车尤其如此。在本研究中,基于陈述偏好实验,对乘坐自动驾驶巴士的相对偏好与乘坐普通巴士的相对偏好进行了评估。根据来自荷兰和德国的282名受访者的回答,将离散选择模型估计为混合Logit模型,包括对自动驾驶汽车的信任态度和对技术的兴趣。结果表明,目前公共交通乘客仅在短途旅行中更喜欢自动驾驶巴士而不是普通巴士。这是因为,在短途通勤中,自动驾驶巴士的行驶时间价值是普通巴士的两倍左右。这项研究的结果进一步表明,自动驾驶巴士的受欢迎程度随着车上有人类乘务员的存在而下降,或者如果它们作为一种有固定路线的需求响应服务来运营。目前对技术表现出强烈兴趣或信任自动驾驶汽车技术的人对自动驾驶巴士的看法比其他人更好。这种信任效应对女性来说尤其强烈。总体而言,男性比女性更倾向于选择自动驾驶巴士。随着从示范试点向常规运营部署的过渡,人们对自动化公共交通服务的偏好预计将不断演变。
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