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Investigating e-scooters idle time patterns: A survival analysis approach to understand availability | Synapse
March 3, 2026
Investigating e-scooters idle time patterns: A survival analysis approach to understand availability
SK
Sajjad Karimi
RK
Robert Kluger
AK
Abolfazl Karimpour
Key Points
E-scooters show significant idle time patterns, affecting overall availability.
Key metrics indicate that certain locations have higher idle times, impacting service efficiency.
Survival analysis method employed to assess patterns over various timeframes and locations.
Results highlight the need for strategies to optimize e-scooter availability, enhancing urban mobility.
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Karimi et al. (Mon,) studied this question.
synapsesocial.com/papers/69a7655dbadf0bb9e87d8d62
https://doi.org/https://doi.org/10.1016/j.tbs.2026.101240