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Open AccessArticle
Microscopic Behavioral and Psychological Analysis of Road User Interactions in Shared Spaces
by
Xinyu Liang
Xinyu Liang 1,
Rushdi Alsaleh
Rushdi Alsaleh 2,*
,
Tarek Sayed
Tarek Sayed 3
,
Ghoncheh Moshiri
Ghoncheh Moshiri 4 and
Abdulaziz Haider
Abdulaziz Haider 5
1
School of Civil Engineering and Transportation, Hebei University of Technology, Tianjin 300401, China
2
MSE Department, University Canada West, Vancouver, BC V6Z 0E5, Canada
3
Faculty of Applied Science, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada
4
ACSS Department, University Canada West, Vancouver, BC V6Z 0E5, Canada
5
Ministry of Public Works, Kuwait City 12011, Kuwait
*
Author to whom correspondence should be addressed.
Appl. Sci. 2025, 15(21), 11418; https://doi.org/10.3390/app152111418 (registering DOI)
Submission received: 18 July 2025
/
Revised: 28 September 2025
/
Accepted: 21 October 2025
/
Published: 24 October 2025
Featured Application
The findings of this study can inform the design and planning of non-motorized shared spaces by incorporating the microscopic behavior patterns and psychological safety preferences of vulnerable road users (VRUs), such as pedestrians, cyclists, and e-bike riders. By understanding interaction dynamics and perceived safety zones, urban planners and transport engineers can develop more inclusive and safer shared space environments, especially in high-density urban settings like Shenzhen City, China. The results also offer guidance for policymaking and infrastructure improvements, such as adjusting lane widths, introducing buffer zones, or accommodating users with large items to reduce conflict risks and enhance user comfort.
Abstract
The concept of shared space is proposed to improve the safety and health of vulnerable road users (VRUs) by promoting walking and cycling. However, despite the documented benefits of shared spaces, concerns were raised about the frequency and severity of road user interactions in shared spaces. Thus, the objective of this study is to investigate the microscopic behaviors and psychological characteristics of vulnerable road user interactions (i.e., pedestrian–e-bike interactions and pedestrian–cyclist interactions) in non-motorized shared spaces and their interplay mechanisms. We identify a total of 334 interactions in the same- and opposite-direction using the Dutch Objective Conflict Technique for Operation and Research (DOCTOR) method at four locations in Shenzhen city, China. Trajectories of road users involved in these interactions were extracted to identify key points in trajectories and interaction phases, considering both microscopic behaviors and psychological factors synthetically. The study also compared lateral and longitudinal decision distances, maneuvering distances, maneuvering time, and safety zones across different characteristics, including severity levels, road user types, genders, and whether road users carry large items or not. The results show that the main characteristic of the interaction’s starting and ending points changes in the lateral direction. Road users have a stronger sense of security in swerve-back phases. The average lateral psychological safety distance in shared spaces is about 1.125 m. Moreover, the average safety zone area for road users in opposite and same-direction interactions are 4.83 m2 and 9.36 m2, respectively. Road users carrying large items perceived a higher risk in shared spaces and required longer lateral psychological safety distances and larger safety zones. The findings of this study can be used to better design shared space facilities, considering the perceived risk of road users and their interactions and psychological behavior.
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MDPI and ACS Style
Liang, X.; Alsaleh, R.; Sayed, T.; Moshiri, G.; Haider, A.
Microscopic Behavioral and Psychological Analysis of Road User Interactions in Shared Spaces. Appl. Sci. 2025, 15, 11418.
https://doi.org/10.3390/app152111418
AMA Style
Liang X, Alsaleh R, Sayed T, Moshiri G, Haider A.
Microscopic Behavioral and Psychological Analysis of Road User Interactions in Shared Spaces. Applied Sciences. 2025; 15(21):11418.
https://doi.org/10.3390/app152111418
Chicago/Turabian Style
Liang, Xinyu, Rushdi Alsaleh, Tarek Sayed, Ghoncheh Moshiri, and Abdulaziz Haider.
2025. "Microscopic Behavioral and Psychological Analysis of Road User Interactions in Shared Spaces" Applied Sciences 15, no. 21: 11418.
https://doi.org/10.3390/app152111418
APA Style
Liang, X., Alsaleh, R., Sayed, T., Moshiri, G., & Haider, A.
(2025). Microscopic Behavioral and Psychological Analysis of Road User Interactions in Shared Spaces. Applied Sciences, 15(21), 11418.
https://doi.org/10.3390/app152111418
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