Investigating Indian Commuters’ Perceived Crime Risk on Autonomous Public Buses and Ride-Pooling Services

Amjid Pervez, Naveed Farooz Marazi, Bandhan Bandhu Majumdar, Mao Ruizhi, Jaeyoung Lee, Prasanta K. Sahu
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Abstract

Autonomous vehicle technologies are anticipated to transform road transportation systems, promising enhanced traffic safety and efficiency across different modes, including public buses (PB) and ride-pooling services (RPS). However, in India, there is a growing security concern/fear of crime concerning conventional PB and RPS because of the recent rise in crimes committed on them. Moreover, the introduction of driverless modes of PB and RPS may further heighten commuters’ crime concerns on such services because of the absence of a driver. Thus, this study investigates the acceptance of autonomous public buses (APB) and autonomous ride-pooling services (ARPS), as well as how commuters’ characteristics influence the perceived risks of crime and victimization and their willingness to use the modes. To achieve this, a stated preference survey was designed and conducted across India. The survey resulted in 732 complete responses. The results show that socioeconomic attributes, vehicle automation, and security-related measures significantly influence commuters’ perceived fear of crime and willingness to use APB and ARPS in India. More specifically, young commuters demonstrate higher willingness to use APB and ARPS, while females exhibit lower willingness to use APB and ARPS. In addition, the presence of a security officer on these modes decreases commuters’ concerns about crime. Moreover, travel distance is positively associated with commuters’ perceived level of crime and victimization, while it has a negative relationship with their unwillingness to use APB and ARPS. APB and ARPS are yet to be introduced in India, and Indian commuters have not experienced the security concerns associated with them; thus, the results of this study can serve as the base for guideline formulation for security concerns in India. Based on the results of this study, a set of policy implications, such as female-only transit units, enhancing security measures on the automated modes, and design framework and infrastructure, were proposed. These policy implications can be instrumental in increasing the acceptability of APB and ARPS in India and other countries with similar characteristics.
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印度乘客对自动驾驶公共汽车和拼车服务的犯罪风险认知调查
预计自动驾驶汽车技术将改变道路交通系统,有望提高包括公共汽车(PB)和拼车服务(RPS)在内的不同模式的交通安全和效率。然而,在印度,对传统公共汽车和合乘服务的安全担忧/犯罪恐惧日益增加,因为最近在这些交通工具上发生的犯罪率有所上升。此外,由于没有司机,无人驾驶 PB 和 RPS 的引入可能会进一步加剧乘客对此类服务的犯罪担忧。因此,本研究调查了人们对自动驾驶公共汽车(APB)和自动驾驶拼车服务(ARPS)的接受程度,以及乘客的特征如何影响他们对犯罪和受害风险的感知以及使用这些模式的意愿。为此,我们设计并在印度各地开展了一项陈述偏好调查。调查共收到 732 份完整的答复。结果表明,社会经济属性、车辆自动化程度和安全相关措施对印度乘客对犯罪的恐惧感以及使用 APB 和 ARPS 的意愿有显著影响。更具体地说,年轻乘客更愿意使用 APB 和 ARPS,而女性乘客使用 APB 和 ARPS 的意愿较低。此外,在这些交通工具上配备安保人员会降低乘客对犯罪的担忧。此外,旅行距离与乘客感知到的犯罪和受害程度呈正相关,而与他们不愿意使用 APB 和 ARPS 呈负相关。印度尚未引入 APB 和 ARPS,印度乘客也没有经历过与之相关的安全问题;因此,本研究的结果可以作为印度安全问题指导方针制定的基础。根据这项研究的结果,提出了一系列政策影响,如女性专用公交单元、加强自动驾驶模式的安全措施以及设计框架和基础设施。这些政策影响有助于提高印度和其他具有类似特点的国家对自动旅客捷运系统和自动旅客捷运系统的接受程度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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