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Ho-jun Yoo

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Open access Aug 2026

Changes in Personal Mobility Crash Patterns and Composition Before and After the 2021 Strengthening of Safety Regulations in Seoul: Evidence from Police-Reported Crash Data, 2017–2024

Personal mobility (PM) devices have expanded rapidly as an urban transport mode supporting short-distance travel and first- and last-mile access to public transport, while conflicts involving PM users, pedestrians, and other road users have emerged as an important traffic-safety concern. This study reconstructed police...

Dong-youn Lee, Ho-jun Yoo · 0 citations

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