Analyzing predictive factors influencing helmet-wearing behavior among E-bike riders

E-bikes revolutionize urban transport by offering an affordable and cost-effective alternative. However, poor helmet-wearing habits pose significant safety concerns, requiring effective interventions to mitigate head injuries and fatalities. This study investigated key factors predicting helmet-wear...

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Bibliographic Details
Main Authors: Shishay Weldegebrial Gebru, Xuesong Wang, Huixin Zhang, Andrew Morris
Format: Default Article
Published: 2025
Subjects:
Urban and regional planning
Transportation, logistics and supply chains
Logistics & Transportation
Helmet-wearing
E-bike
Predictive factors
Safety education
Machine learning
SHapley additive exPlanations (SHAP)
Online Access:https://hdl.handle.net/2134/29821997.v1
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