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Updated: Jun 27, 2026

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Using a Virtual Reality Walking Simulator to Investigate Pedestrian Behavior
Published on: June 9, 2020
Urban and rural variation in walking patterns and pedestrian crashes
M Zhu1, P Cummings, H Chu
1West Virginia University, Department of Community Medicine and Injury Control Research Center, Morgantown, West Virginia 26506-9151, USA. mzhu@hsc.wvu.edu
Summary
Pedestrian crashes and injuries are twice as common in small and mid-size urban areas compared to rural areas. Higher crash rates in large urban areas are linked to increased walking, with fatal injury rates similar to rural areas.
Area of Science:
- Public Health
- Urban Planning
- Transportation Safety
Background:
- Urban environments present unique challenges for pedestrian safety.
- Understanding variations in walking patterns is crucial for effective traffic safety interventions.
Purpose of the Study:
- To investigate the differences in pedestrian crash rates between urban and rural settings.
- To analyze how walking patterns influence pedestrian-vehicle collisions in various urban sizes.
Main Methods:
- Utilized data from New York State (2001-2002) involving 35,732 pedestrians struck by vehicles.
- Estimated pedestrian crash and injury rates per resident year and per mile walked.
- Calculated adjusted rate ratios (aRR) comparing urban and rural areas.
Main Results:
- Small and mid-size urban areas showed approximately double the pedestrian crash rates compared to rural areas, based on both resident years and miles walked.
- Large urban areas exhibited significantly higher crash rates per resident year (aRR=4.2) but a similar rate per mile walked (aRR=1.9) compared to rural areas.
- Fatal pedestrian injury rates per mile walked were similar in large urban areas and rural areas.
Conclusions:
- Pedestrian safety is significantly compromised in small and mid-size urban areas.
- Increased walking in large urban areas contributes to higher overall crash numbers, but not necessarily higher per-mile risk.
- Targeted safety measures are needed for urban environments, particularly in smaller and mid-sized cities.
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