Public Acceptance of Fully Automated Driving: Effects of Social Trust and Risk/Benefit Perceptions

情感(语言学) 风险感知 心理学 社会心理学 支付意愿 感知 社会接受度 技术接受模型 启发式 经济 计算机科学 可用性 微观经济学 人工智能 人机交互 神经科学 沟通
作者
Peng Liu,Yang Run,Zhigang Xu
出处
期刊:Risk Analysis [Wiley]
卷期号:39 (2): 326-341 被引量:306
标识
DOI:10.1111/risa.13143
摘要

Automated driving (AD) is one of the most significant technical advances in the transportation industry. Its safety, economic, and environmental benefits cannot be realized if it is not used. To explain, predict, and increase its acceptance, we need to understand how people perceive and why they accept or reject AD technology. Drawing upon the trust heuristic, we tested a psychological model to explain three acceptance measures of fully AD (FAD): general acceptance, willingness to pay (WTP), and behavioral intention (BI). This heuristic suggests that social trust can directly affect acceptance or indirectly affect acceptance through perceived benefits and risks. Using a survey (N = 441), we found that social trust retained a direct effect as well as an indirect effect on all FAD acceptance measures. The indirect effect of social trust was more prominent in forming general acceptance; the direct effect of social trust was more prominent in explaining WTP and BI. Compared to perceived risk, perceived benefit was a stronger predictor of all FAD acceptance measures and also a stronger mediator of the trust-acceptance relationship. Predictive ability of the proposed model for the three acceptance measures was confirmed. We discuss the implications of our results for theory and practice.
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