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考察调节变量对自主公共面包车接受模型(APVAM)的影响。

Examining the effect of moderating variables on autonomous public van acceptance model (APVAM).

机构信息

Civil Engineering Department, Sharif University of Technology, Tehran, Tehran State, Iran.

出版信息

PLoS One. 2023 Aug 11;18(8):e0290030. doi: 10.1371/journal.pone.0290030. eCollection 2023.

Abstract

Autonomous vehicles (AVs) will soon become the primary means of transportation for millions of people. However, the introduction of these vehicles may lead to increased traffic and changes in people's travel patterns. To address this issue, one solution is to promote the use of AVs in a shared and public manner. However, the success of this approach depends on public acceptance of public AVs. If the promoters of public AVs are unaware of how people perceive this technology, it is possible that these vehicles will face failure in the market. Therefore, this paper aims to identify the factors that influence the willingness to use public AVs. To achieve this, an autonomous public van acceptance model (APVAM) was developed by adapting the unified theory of acceptance and use of technology (UTAUT2) through structural equations modeling. In this study, 824 citizens of Tehran participated in a field study and completed an online questionnaire. The research results indicated that the variable of effort expectancy indirectly affects the use of autonomous public vans (APVs), while the variables of performance expectancy, facilitating condition, hedonic motivation, and perceived PUnTrust directly affect their use. The research also found that various factors such as gender, level of education, individualism/collectivism, travel purpose, the dominant travel mode, marital status, occupation, age, household wealth, number of vehicles owned, and the price of the current vehicle of the household have a moderating effect on the APVAM. Furthermore, it was revealed that individuals who primarily use personal or public transport for their daily trips are more influenced by the perceived enjoyment of APVs in increasing their willingness to use these vehicles, compared to those whose predominant mode of travel is walking or cycling.

摘要

自动驾驶汽车(AVs)将很快成为数百万人的主要交通工具。然而,这些车辆的引入可能会导致交通量增加和人们出行方式的改变。为了解决这个问题,一种解决方案是促进以共享和公共的方式使用 AVs。然而,这种方法的成功取决于公众对公共 AVs 的接受程度。如果公共 AVs 的推广者不知道人们如何看待这项技术,那么这些车辆很可能在市场上失败。因此,本文旨在确定影响使用公共 AVs 的意愿的因素。为了实现这一目标,通过结构方程建模,通过对统一技术接受和使用理论(UTAUT2)进行改编,开发了自动驾驶公共厢式货车接受模型(APVAM)。在这项研究中,824 名德黑兰市民参加了实地研究,并完成了在线问卷。研究结果表明,努力期望变量间接影响自动驾驶公共厢式货车(APVs)的使用,而绩效期望、促进条件、享乐动机和感知 PUnTrust 等变量直接影响其使用。研究还发现,性别、教育水平、个体主义/集体主义、出行目的、主导出行方式、婚姻状况、职业、年龄、家庭财富、拥有车辆数量以及家庭当前车辆价格等各种因素对 APVAM 具有调节作用。此外,研究还揭示了这样一个事实:与那些主要步行或骑自行车出行的人相比,那些主要使用个人或公共交通工具出行的人,更受 APVs 感知享受的影响,从而增加他们使用这些车辆的意愿。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e0c/10420362/28a63de97c5e/pone.0290030.g001.jpg

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