Strap it up! Decoding shared electric bike users’ helmet use behavior through a social ecological lens: A configurational approach

Key Points

• Helmet use behavior varies by individual, social interactions, and environmental factors.
• Findings show that increased social support leads to a 30% higher likelihood of helmet use among users.
• Analysis of user engagement used configurational analysis methods to identify patterns in behavior.
• These insights may enable better safety interventions for electric bike sharing programs.