Factors influencing the perception of safety for pedestrians and cyclists through interactions with automated vehicles in shared spaces

IF 3.5 2区 工程技术 Q1 PSYCHOLOGY, APPLIED
Sarah Brill , Ashim Kumar Debnath , William Payre , Ben Horan , Stewart Birrell
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引用次数: 0

Abstract

Research has demonstrated the benefits of external human–machine interfaces (eHMIs) in increasing vulnerable road users’ (VRU) feeling of safety in interactions with automated vehicles (AVs). However, two key gaps exist in the literature. First, existing studies examined AV-VRU communication aspects in the context of conventional roads with traffic controls, but not for shared spaces where VRU-AV interaction is reliant on communication between the two parties. Second, limited knowledge is available on the differences between cyclists and pedestrians when interacting with AV. This paper aims to address these gaps through an online questionnaire among 254 cyclists and pedestrians in Australia and the UK. Perceived safety was measured in terms of willingness to cross in front of an AV, feeling of security, and feeling of relaxation. Results from a three-stage least square regression analysis identified differences in the factors for pedestrians and cyclists. Pedestrians that were male, over the age of 35, not regular cyclists, or residents of the UK reported lower feelings of safety, relaxation, and willingness to cross than their counterparts. Similar results were found cyclists who are older than 45 years, and UK residents compared to other cyclist participants. Both pedestrians and cyclists reported more willingness to cross and higher feelings of security and relaxation when an eHMI was present. These findings indicate that for effective use and understanding of eHMIs targeted interventions are needed to address the specific concerns of different demographic groups, as identified in this research. By increasing public understanding and acceptance of AVs – as well as eHMIs – across all demographic groups, researchers can promote a smooth integration of these technologies into shared spaces.

影响行人和骑自行车者通过在共享空间与自动驾驶汽车互动而获得安全感的因素
研究表明,外部人机交互界面(eHMIs)可以提高易受伤害的道路使用者(VRU)在与自动驾驶汽车(AVs)互动时的安全感。然而,文献中还存在两大空白。首先,现有研究是在有交通管制的传统道路上研究自动驾驶汽车与易受伤害的道路使用者(VRU)之间的沟通问题,而不是在自动驾驶汽车与易受伤害的道路使用者(VRU)之间的互动依赖于双方沟通的共享空间中进行研究。其次,关于骑车人和行人在与 AV 交互时的差异的知识有限。本文旨在通过对澳大利亚和英国的 254 名骑车人和行人进行在线问卷调查来弥补这些不足。对安全感的测量包括是否愿意在自动驾驶汽车前横穿马路、安全感和放松感。三阶段最小二乘法回归分析的结果确定了行人和骑自行车者的因素差异。男性、35 岁以上、不经常骑自行车或居住在英国的行人的安全感、放松感和横穿马路的意愿均低于同龄人。与其他骑车参与者相比,45 岁以上的骑车者和英国居民也发现了类似的结果。行人和骑自行车的人都表示,如果有电子人机界面,他们更愿意横穿马路,安全感和放松感也更高。这些研究结果表明,为了有效使用和理解电子行人安全界面,需要采取有针对性的干预措施,以解决本研究中发现的不同人口群体的具体问题。通过提高所有人口群体对自动驾驶汽车和电子人机界面的理解和接受程度,研究人员可以促进这些技术与共享空间的顺利融合。
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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来源期刊
CiteScore
7.60
自引率
14.60%
发文量
239
审稿时长
71 days
期刊介绍: Transportation Research Part F: Traffic Psychology and Behaviour focuses on the behavioural and psychological aspects of traffic and transport. The aim of the journal is to enhance theory development, improve the quality of empirical studies and to stimulate the application of research findings in practice. TRF provides a focus and a means of communication for the considerable amount of research activities that are now being carried out in this field. The journal provides a forum for transportation researchers, psychologists, ergonomists, engineers and policy-makers with an interest in traffic and transport psychology.
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