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Assessing spatial characteristics to predict DRT demand in rural Switzerland

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  • Imhof, Sebastian
  • Blättler, Kevin

Abstract

The niche market segment of demand responsive transport (DRT) services is meant to overcome structural economic problems of currently cost ineffective public transport (PT) services in rural areas. Simulation studies for mainly urban DRT services showed that demand for DRT trips is correlated with spatial characteristics. More knowledge of spatial characteristics of rural settings and their influence on DRT trips is necessary.

Suggested Citation

  • Imhof, Sebastian & Blättler, Kevin, 2023. "Assessing spatial characteristics to predict DRT demand in rural Switzerland," Research in Transportation Economics, Elsevier, vol. 99(C).
    • Handle: RePEc:eee:retrec:v:99:y:2023:i:c:s0739885923000410
    DOI: 10.1016/j.retrec.2023.101301
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    References listed on IDEAS

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    1. Imhof, Sebastian & Frölicher, Jonas & von Arx, Widar, 2020. "Shared Autonomous Vehicles in rural public transportation systems," Research in Transportation Economics, Elsevier, vol. 83(C).
    2. Molin, Eric & Mokhtarian, Patricia & Kroesen, Maarten, 2016. "Multimodal travel groups and attitudes: A latent class cluster analysis of Dutch travelers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 83(C), pages 14-29.
    3. Kuhnimhof, Tobias & Buehler, Ralph & Wirtz, Matthias & Kalinowska, Dominika, 2012. "Travel trends among young adults in Germany: increasing multimodality and declining car use for men," Journal of Transport Geography, Elsevier, vol. 24(C), pages 443-450.
    4. Guidon, Sergio & Reck, Daniel J. & Axhausen, Kay, 2020. "Expanding a(n) (electric) bicycle-sharing system to a new city: Prediction of demand with spatial regression and random forests," Journal of Transport Geography, Elsevier, vol. 84(C).
    5. Scheiner, Joachim & Chatterjee, Kiron & Heinen, Eva, 2016. "Key events and multimodality: A life course approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 91(C), pages 148-165.
    6. Nykiforuk, Candace I.J. & Glenn, Nicole M. & Hosler, Ian & Craig, Heather & Reynard, Darcy & Molner, Brittany & Candlish, Jared & Lowe, Sammy, 2021. "Understanding urban accessibility: A community-engaged pilot study of entrance features," Social Science & Medicine, Elsevier, vol. 273(C).
    7. Zwick, Felix & Axhausen, Kay W., 2022. "Ride-pooling demand prediction: A spatiotemporal assessment in Germany," Journal of Transport Geography, Elsevier, vol. 100(C).
    8. Coutinho, Felipe Mariz & van Oort, Niels & Christoforou, Zoi & Alonso-González, María J. & Cats, Oded & Hoogendoorn, Serge, 2020. "Impacts of replacing a fixed public transport line by a demand responsive transport system: Case study of a rural area in Amsterdam," Research in Transportation Economics, Elsevier, vol. 83(C).
    9. Ralph Buehler & Andrea Hamre, 2015. "The multimodal majority? Driving, walking, cycling, and public transportation use among American adults," Transportation, Springer, vol. 42(6), pages 1081-1101, November.
    10. Sörensen, Leif & Bossert, Andreas & Jokinen, Jani-Pekka & Schlüter, Jan, 2021. "How much flexibility does rural public transport need? – Implications from a fully flexible DRT system," Transport Policy, Elsevier, vol. 100(C), pages 5-20.
    11. Anne Brown, 2019. "Redefining Car Access," Journal of the American Planning Association, Taylor & Francis Journals, vol. 85(2), pages 83-95, April.
    12. Mounce, Richard & Beecroft, Mark & Nelson, John D., 2020. "On the role of frameworks and smart mobility in addressing the rural mobility problem," Research in Transportation Economics, Elsevier, vol. 83(C).
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Rural areas; Demand responsive transport; Spatial characteristics; Demand prediction; Random forests; Switzerland;
    All these keywords.

    JEL classification:

    • R40 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - General
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods

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