An international survey on risk distribution preferences for autonomous vehicles

IF 6.8 1区 工程技术 Q1 ECONOMICS
Sebastian Krügel, Matthias Uhl
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引用次数: 0

Abstract

Every maneuver of a vehicle redistributes risks between road users. While human drivers do this intuitively, autonomous vehicles allow and require deliberative algorithmic risk management. But how should traffic risks be distributed among road users? In a global experimental study in eight countries with different cultural backgrounds and almost 11,000 participants, we compared risk distribution preferences. It turns out that risk preferences in road traffic are strikingly similar between the cultural zones. The vast majority of participants in all countries exhibits intuitions whose pattern deviates from minimizing accident probabilities in favor of weighing up the probability and severity of accidents. At the national level, the consideration of accident probability and severity hardly differs between countries. The gap between collective and individual interests as expressed in the social dilemma of autonomous vehicles detected in deterministic crash scenarios seems to be weakened in risk assessments of everyday traffic situations. In no country do cyclists receive a risk bonus that goes beyond their higher vulnerability. In sum, our results suggest that the inclination to balance the probability and severity of accidents may be a moral judgment with cross-cultural spread.
自动驾驶汽车风险分布偏好的国际调查
车辆的每一次机动都在道路使用者之间重新分配风险。虽然人类驾驶员凭直觉做到了这一点,但自动驾驶汽车允许并需要审慎的算法风险管理。但是,如何在道路使用者之间分配交通风险呢?在一项全球实验研究中,我们在8个不同文化背景的国家和近11000名参与者中比较了风险分配偏好。事实证明,不同文化区之间的道路交通风险偏好惊人地相似。所有国家的绝大多数参与者表现出的直觉模式偏离了最小化事故概率,而倾向于权衡事故的概率和严重程度。在国家层面上,各国对事故概率和严重程度的考虑几乎没有差别。在确定性碰撞场景中检测到的自动驾驶汽车的社会困境中所表现出的集体和个人利益之间的差距,似乎在日常交通状况的风险评估中被削弱了。在任何一个国家,骑自行车的人都没有获得超过他们更高脆弱性的风险奖励。总之,我们的研究结果表明,平衡事故概率和严重程度的倾向可能是一种跨文化传播的道德判断。
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来源期刊
CiteScore
13.20
自引率
7.80%
发文量
257
审稿时长
9.8 months
期刊介绍: Transportation Research: Part A contains papers of general interest in all passenger and freight transportation modes: policy analysis, formulation and evaluation; planning; interaction with the political, socioeconomic and physical environment; design, management and evaluation of transportation systems. Topics are approached from any discipline or perspective: economics, engineering, sociology, psychology, etc. Case studies, survey and expository papers are included, as are articles which contribute to unification of the field, or to an understanding of the comparative aspects of different systems. Papers which assess the scope for technological innovation within a social or political framework are also published. The journal is international, and places equal emphasis on the problems of industrialized and non-industrialized regions. Part A''s aims and scope are complementary to Transportation Research Part B: Methodological, Part C: Emerging Technologies and Part D: Transport and Environment. Part E: Logistics and Transportation Review. Part F: Traffic Psychology and Behaviour. The complete set forms the most cohesive and comprehensive reference of current research in transportation science.
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