Cannon Cloud, Simon Heß, Johannes Kasinger
arXiv 14 Sep 2022 · Econometrics · 1 citations (OpenAlex)
arXiv:2209.06870 · PDF · DOI · OpenAlex · Extracted main text
We estimate the causal effect of shared e-scooter services on traffic accidents by exploiting variation in availability of e-scooter services, induced by the staggered rollout across 93 cities in six countries. Police-reported accidents in the average month increased by around 8.2% after shared e-scooters were introduced. For cities with limited cycling infrastructure and where mobility relies heavily on cars, estimated effects are largest. In contrast, no effects are detectable in cities with high bike-lane density. This heterogeneity suggests that public policy can play a crucial role in mitigating accidents related to e-scooters and, more generally, to changes in urban mobility.
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The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.
| Reference | Intensity | Mentions | Sections | Main text | |
|---|---|---|---|---|---|
| 1 | Borusyak, Kirill, Jaravel, Xavier, Spiess, Jann (2022) Revisiting event study designs: Robust and efficient estimation | 0.860 | 11 | 4 | 64% |
| 2 | Badeau, Austin, Carman, Chad, Newman, Michael, Steenblik, Jacob, Car… (2019) Emergency department visits for electric scooter-related injuries after introduction of an urban rental program | 0.644 | 2 | 2 | 100% |
| 3 | (2018) Road Safety | 0.644 | 2 | 2 | 100% |
| 4 | Trivedi, Tarak K, Liu, Charles, Antonio, Anna Liza M, Wheaton, Natas… (2019) Injuries associated with standing electric scooter use | 0.644 | 2 | 2 | 100% |
| 5 | Callaway, Brantly, Sant’Anna, Pedro HC (2021) Difference-in-differences with multiple time periods | 0.511 | 2 | 2 | 50% |
| 6 | Goodman-Bacon, Andrew (2021) Difference-in-differences with variation in treatment timing | 0.511 | 2 | 2 | 50% |
| 7 | Sun, Liyang, Abraham, Sarah (2021) Estimating dynamic treatment effects in event studies with heterogeneous treatment effects | 0.511 | 2 | 2 | 50% |
| 8 | (2021) Volkswirtschaftliche Kosten von Straßenverkehrsunfällen in Deutschland. | 0.511 | 2 | 1 | 100% |
| 9 | Mathew, Jijo K, Liu, Mingmin, Bullock, Darcy M (2019) Impact of weather on shared electric scooter utilization | 0.511 | 2 | 1 | 100% |
| 10 | O'Brien, Oliver (2021) Winter is coming: European shared e-scooter update. | 0.511 | 2 | 1 | 100% |
Showing the top 10 of 84 scored citations.