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Scooting when the metro arrives — Estimating the impact of public transport stations on shared e-scooter demand

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  • Weschke, Jan

Abstract

Shared e-scooters are expected to improve urban mobility accessibility while reducing negative effects of transport. However, with many recent studies on usage patterns and user behavior, the relation to public transport and the question whether shared e-scooter are a substitute or a complement is still in debate. Hence, this paper aims to add evidence in this regard by estimating the impact of changes in public transport infrastructure on shared e-scooter demand using the extension of a metro line in Berlin, Germany as quasi-experiment. By applying a difference-in-differences style model on shared e-scooter trip data, changes in demand at new opened stations and closed stations as well as for rentals starting and rentals ending around these public transport stations are estimated. The results clearly show an increase in demand at newly opened stations while demand significantly decreases when a station is closed. This is true for both, starting and ending shared e-scooter trips. Consequently, it can be concluded that public transport acts as complement for shared e-scooters.

Suggested Citation

  • Weschke, Jan, 2023. "Scooting when the metro arrives — Estimating the impact of public transport stations on shared e-scooter demand," Transportation Research Part A: Policy and Practice, Elsevier, vol. 178(C).
  • Handle: RePEc:eee:transa:v:178:y:2023:i:c:s0965856423002884
    DOI: 10.1016/j.tra.2023.103868
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    1. Yang, Yuanxuan & Beecham, Roger & Heppenstall, Alison & Turner, Andy & Comber, Alexis, 2022. "Understanding the impacts of public transit disruptions on bikeshare schemes and cycling behaviours using spatiotemporal and graph-based analysis: A case study of four London Tube strikes," Journal of Transport Geography, Elsevier, vol. 98(C).
    2. Hugo Badia & Erik Jenelius, 2023. "Shared e-scooter micromobility: review of use patterns, perceptions and environmental impacts," Transport Reviews, Taylor & Francis Journals, vol. 43(5), pages 811-837, September.
    3. Gu, Tianqi & Kim, Inhi & Currie, Graham, 2019. "Measuring immediate impacts of a new mass transit system on an existing bike-share system in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 20-39.
    4. Gabriel M. Ahlfeldt & Stephen J. Redding & Daniel M. Sturm & Nikolaus Wolf, 2015. "The Economics of Density: Evidence From the Berlin Wall," Econometrica, Econometric Society, vol. 83, pages 2127-2189, November.
    5. Mehzabin Tuli, Farzana & Mitra, Suman & Crews, Mariah B., 2021. "Factors influencing the usage of shared E-scooters in Chicago," Transportation Research Part A: Policy and Practice, Elsevier, vol. 154(C), pages 164-185.
    6. Campbell, Kayleigh B. & Brakewood, Candace, 2017. "Sharing riders: How bikesharing impacts bus ridership in New York City," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 264-282.
    7. Martin, Rebecca & Xu, Yilan, 2022. "Is tech-enhanced bikeshare a substitute or complement for public transit?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 63-78.
    8. Younes, Hannah & Nasri, Arefeh & Baiocchi, Giovanni & Zhang, Lei, 2019. "How transit service closures influence bikesharing demand; lessons learned from SafeTrack project in Washington, D.C. metropolitan area," Journal of Transport Geography, Elsevier, vol. 76(C), pages 83-92.
    9. Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
    10. Erhardt, Gregory D. & Hoque, Jawad Mahmud & Goyal, Vedant & Berrebi, Simon & Brakewood, Candace & Watkins, Kari E., 2022. "Why has public transit ridership declined in the United States?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 161(C), pages 68-87.
    11. Hall, Jonathan D. & Palsson, Craig & Price, Joseph, 2018. "Is Uber a substitute or complement for public transit?," Journal of Urban Economics, Elsevier, vol. 108(C), pages 36-50.
    12. Hélie Moreau & Loïc de Jamblinne de Meux & Vanessa Zeller & Pierre D’Ans & Coline Ruwet & Wouter M.J. Achten, 2020. "Dockless E-Scooter: A Green Solution for Mobility? Comparative Case Study between Dockless E-Scooters, Displaced Transport, and Personal E-Scooters," Sustainability, MDPI, vol. 12(5), pages 1-17, February.
    13. Saberi, Meead & Ghamami, Mehrnaz & Gu, Yi & Shojaei, Mohammad Hossein (Sam) & Fishman, Elliot, 2018. "Understanding the impacts of a public transit disruption on bicycle sharing mobility patterns: A case of Tube strike in London," Journal of Transport Geography, Elsevier, vol. 66(C), pages 154-166.
    14. Ziedan, Abubakr & Darling, Wesley & Brakewood, Candace & Erhardt, Greg & Watkins, Kari, 2021. "The impacts of shared e-scooters on bus ridership," Transportation Research Part A: Policy and Practice, Elsevier, vol. 153(C), pages 20-34.
    15. Kimpton, Anthony & Loginova, Julia & Pojani, Dorina & Bean, Richard & Sigler, Thomas & Corcoran, Jonathan, 2022. "Weather to scoot? How weather shapes shared e-scooter ridership patterns," Journal of Transport Geography, Elsevier, vol. 104(C).
    16. Noland, Robert B., 2021. "Scootin’ in the rain: Does weather affect micromobility?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 149(C), pages 114-123.
    17. Laa, Barbara & Leth, Ulrich, 2020. "Survey of E-scooter users in Vienna: Who they are and how they ride," Journal of Transport Geography, Elsevier, vol. 89(C).
    18. Kuo, Pei-Fen & Shen, Chung-Wei & Chiu, Chui-Sheng, 2021. "The impact of large-scale events: A difference-in-difference model for a Pokémon go safari zone event in Tainan and its effect on bikeshare systems," Transportation Research Part A: Policy and Practice, Elsevier, vol. 149(C), pages 283-299.
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