{"title":"Exploring the mediating role of competence in cyclist safety and comfort: A visuo-haptic virtual reality (VR) study☆","authors":"Navid Khademi, Haniyeh Farajolahi, Sajjad Mazloum, Mohammad Arbabpour Bidgoli, Mehrshad Ghorbanisharif","doi":"10.1016/j.ssci.2025.106937","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Cyclist safety and comfort are essential for encouraging urban cycling. Virtual reality (VR) technologies provide a controlled yet immersive environment to explore these factors, making it an innovative approach to safety research.</div></div><div><h3>Objectives</h3><div>The objective is to investigate the relationships between perceived safety, comfort, and competence and how external factors such as bikeway characteristics, traffic conditions, environmental conditions, and individual factors influence these perceptions.</div></div><div><h3>Methods</h3><div>(i) <u>Participants</u>: 212 cyclists from Tehran participated in the experiment. (ii) <u>Apparatus</u>: A visuo-haptic VR cycling simulator was used. It integrated visual and haptic sensory inputs and included environmental simulations. (iii) <u>Procedure</u>: Each participant cycled through multiple urban routes in the VR cycling simulator, where they navigated a series of virtual streets and intersections. These scenarios varied in cycling facility designs (i.e., bikeway types, bikeway continuity, and marking and signals), traffic characteristics (i.e., cyclist volume, vehicular traffic volume, and vehicular speed limitation), and environmental conditions (i.e., daytime and weather conditions). A number of 20 scenarios were defined. (iv) <u>Modeling</u>: Structural equation modeling (SEM) was applied to analyze the relationships between observed factors and perceived safety, comfort, and competence.</div></div><div><h3>Findings</h3><div>Cold-rainy weather has the most significant negative effect on both safety and comfort perceptions, both directly and indirectly, through reduced competence. Bikeway type strongly influences these perceptions, with those on the sidewalk consistently rated highest for safety and comfort. Other factors, including bike lane continuity, traffic volume, speed limitation, signaling and marking, and cyclist demographics, also play roles of varying importance.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"191 ","pages":"Article 106937"},"PeriodicalIF":4.7000,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Safety Science","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0925753525001626","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, INDUSTRIAL","Score":null,"Total":0}
引用次数: 0
Abstract
Background
Cyclist safety and comfort are essential for encouraging urban cycling. Virtual reality (VR) technologies provide a controlled yet immersive environment to explore these factors, making it an innovative approach to safety research.
Objectives
The objective is to investigate the relationships between perceived safety, comfort, and competence and how external factors such as bikeway characteristics, traffic conditions, environmental conditions, and individual factors influence these perceptions.
Methods
(i) Participants: 212 cyclists from Tehran participated in the experiment. (ii) Apparatus: A visuo-haptic VR cycling simulator was used. It integrated visual and haptic sensory inputs and included environmental simulations. (iii) Procedure: Each participant cycled through multiple urban routes in the VR cycling simulator, where they navigated a series of virtual streets and intersections. These scenarios varied in cycling facility designs (i.e., bikeway types, bikeway continuity, and marking and signals), traffic characteristics (i.e., cyclist volume, vehicular traffic volume, and vehicular speed limitation), and environmental conditions (i.e., daytime and weather conditions). A number of 20 scenarios were defined. (iv) Modeling: Structural equation modeling (SEM) was applied to analyze the relationships between observed factors and perceived safety, comfort, and competence.
Findings
Cold-rainy weather has the most significant negative effect on both safety and comfort perceptions, both directly and indirectly, through reduced competence. Bikeway type strongly influences these perceptions, with those on the sidewalk consistently rated highest for safety and comfort. Other factors, including bike lane continuity, traffic volume, speed limitation, signaling and marking, and cyclist demographics, also play roles of varying importance.
期刊介绍:
Safety Science is multidisciplinary. Its contributors and its audience range from social scientists to engineers. The journal covers the physics and engineering of safety; its social, policy and organizational aspects; the assessment, management and communication of risks; the effectiveness of control and management techniques for safety; standardization, legislation, inspection, insurance, costing aspects, human behavior and safety and the like. Papers addressing the interfaces between technology, people and organizations are especially welcome.