IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i14p8247-d856707.html
   My bibliography  Save this article

Comparing Micromobility with Public Transportation Trips in a Data-Driven Spatio-Temporal Analysis

Author

Listed:
  • Felix Schwinger

    (Department of Computer Science, RWTH Aachen University, Information Systems, Ahornstraße 55, 52066 Aachen, Germany)

  • Baran Tanriverdi

    (Department of Computer Science, RWTH Aachen University, Information Systems, Ahornstraße 55, 52066 Aachen, Germany)

  • Matthias Jarke

    (Department of Computer Science, RWTH Aachen University, Information Systems, Ahornstraße 55, 52066 Aachen, Germany
    Fraunhofer Institute for Applied Information Technology FIT, Schloss Birlinghoven, 53757 Sankt Augustin, Germany)

Abstract

Micromobility service systems have recently appeared in urban areas worldwide. Although e-bike and e-scooter services have been operating for some time now, their characteristics have only recently been analyzed in more detail. In particular, the influence on the existing transportation services is not well understood. This study proposes a framework to gather data, infer micromobility trips, deduce their characteristics, and assess their relation to a public transportation network. We validate our approach by comparing it to similar approaches in the literature and applying it to data of over a year from the city of Aachen. We find hints at the recreational role of e-scooters and a larger commuting role for e-bikes. We show that micromobility services in particular are used in situations where public transportation is not a viable alternative, hence often complementing the available services, and competing with public transportation in other areas. This ambivalent relationship between micromobility and public transportation emphasizes the need for appropriate regulations and policies to ensure the sustainability of micromobility services.

Suggested Citation

  • Felix Schwinger & Baran Tanriverdi & Matthias Jarke, 2022. "Comparing Micromobility with Public Transportation Trips in a Data-Driven Spatio-Temporal Analysis," Sustainability, MDPI, vol. 14(14), pages 1-27, July.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:14:p:8247-:d:856707
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/14/8247/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/14/8247/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Maximilian Heumann & Tobias Kraschewski & Tim Brauner & Lukas Tilch & Michael H. Breitner, 2021. "A Spatiotemporal Study and Location-Specific Trip Pattern Categorization of Shared E-Scooter Usage," Sustainability, MDPI, vol. 13(22), pages 1-24, November.
    2. Steve O’Hern & Nora Estgfaeller, 2020. "A Scientometric Review of Powered Micromobility," Sustainability, MDPI, vol. 12(22), pages 1-21, November.
    3. Stefania Boglietti & Benedetto Barabino & Giulio Maternini, 2021. "Survey on e-Powered Micro Personal Mobility Vehicles: Exploring Current Issues towards Future Developments," Sustainability, MDPI, vol. 13(7), pages 1-34, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zakhem, Myriam & Smith-Colin, Janille, 2024. "An E-scooter route assignment framework to improve user safety, comfort and compliance with city rules and regulations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
    2. Yin, Zehui & Rybarczyk, Greg & Zheng, Anran & Su, Lin & Sun, Bingrong & Yan, Xiang, 2024. "Shared micromobility as a first- and last-mile transit solution? Spatiotemporal insights from a novel dataset," Journal of Transport Geography, Elsevier, vol. 114(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Draženko Glavić & Ana Trpković & Marina Milenković & Sreten Jevremović, 2021. "The E-Scooter Potential to Change Urban Mobility—Belgrade Case Study," Sustainability, MDPI, vol. 13(11), pages 1-29, May.
    2. Xavier Bach & Carme Miralles-Guasch & Oriol Marquet, 2023. "Spatial Inequalities in Access to Micromobility Services: An Analysis of Moped-Style Scooter Sharing Systems in Barcelona," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
    3. Elena Carrara & Rebecca Ciavarella & Stefania Boglietti & Martina Carra & Giulio Maternini & Benedetto Barabino, 2021. "Identifying and Selecting Key Sustainable Parameters for the Monitoring of e-Powered Micro Personal Mobility Vehicles. Evidence from Italy," Sustainability, MDPI, vol. 13(16), pages 1-22, August.
    4. Samira Dibaj & Aryan Hosseinzadeh & Miloš N. Mladenović & Robert Kluger, 2021. "Where Have Shared E-Scooters Taken Us So Far? A Review of Mobility Patterns, Usage Frequency, and Personas," Sustainability, MDPI, vol. 13(21), pages 1-27, October.
    5. Georgia Ayfantopoulou & Josep Maria Salanova Grau & Zisis Maleas & Alexandros Siomos, 2022. "Micro-Mobility User Pattern Analysis and Station Location in Thessaloniki," Sustainability, MDPI, vol. 14(11), pages 1-14, May.
    6. Maximilian Heumann & Tobias Kraschewski & Tim Brauner & Lukas Tilch & Michael H. Breitner, 2021. "A Spatiotemporal Study and Location-Specific Trip Pattern Categorization of Shared E-Scooter Usage," Sustainability, MDPI, vol. 13(22), pages 1-24, November.
    7. Tim De Ceunynck & Gert Jan Wijlhuizen & Aslak Fyhri & Regine Gerike & Dagmar Köhler & Alice Ciccone & Atze Dijkstra & Emmanuelle Dupont & Mario Cools, 2021. "Assessing the Willingness to Use Personal e-Transporters (PeTs): Results from a Cross-National Survey in Nine European Cities," Sustainability, MDPI, vol. 13(7), pages 1-15, March.
    8. Duc Nguyen Huu & Van Nguyen Ngoc, 2021. "Analysis Study of Current Transportation Status in Vietnam’s Urban Traffic and the Transition to Electric Two-Wheelers Mobility," Sustainability, MDPI, vol. 13(10), pages 1-27, May.
    9. Tiziana Campisi & Anastasios Skoufas & Alexandros Kaltsidis & Socrates Basbas, 2021. "Gender Equality and E-Scooters: Mind the Gap! A Statistical Analysis of the Sicily Region, Italy," Social Sciences, MDPI, vol. 10(10), pages 1-24, October.
    10. Rémy Le Boennec & Frédéric Salladarré, 2023. "Investigating the use of privately-owned micromobility modes for commuting in four European countries," Post-Print hal-04296400, HAL.
    11. Maren Schnieder, 2023. "Ebike Sharing vs. Bike Sharing: Demand Prediction Using Deep Neural Networks and Random Forests," Sustainability, MDPI, vol. 15(18), pages 1-15, September.
    12. Mohammad Anwar Alattar & Caitlin Cottrill & Mark Beecroft, 2021. "Sources and Applications of Emerging Active Travel Data: A Review of the Literature," Sustainability, MDPI, vol. 13(13), pages 1-17, June.
    13. Sobrino, Natalia & Gonzalez, Juan Nicolas & Vassallo, Jose Manuel & Baeza, Maria de los Angeles, 2023. "Regulation of shared electric kick scooters in urban areas: Key drivers from expert stakeholders," Transport Policy, Elsevier, vol. 134(C), pages 1-18.
    14. Ava Insa Bracher & Samuel Klingler & Sabine Koba & Dominik Andreas Jakob & Aristomenis Exadaktylos & Jolanta Klukowska-Rötzler & John-Patrik Burkhard, 2023. "Trauma Characteristics Associated with E-Scooter Accidents in Switzerland—A Case Series Study," IJERPH, MDPI, vol. 20(5), pages 1-10, February.
    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. Shah, Nitesh R. & Guo, Jing & Han, Lee D. & Cherry, Christopher R., 2023. "Why do people take e-scooter trips? Insights on temporal and spatial usage patterns of detailed trip data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
    17. Morteza Hossein Sabbaghian & David Llopis-Castelló & Alfredo García, 2023. "A Safe Infrastructure for Micromobility: The Current State of Knowledge," Sustainability, MDPI, vol. 15(13), pages 1-20, June.
    18. Yunus Emre Ayözen & Hakan İnaç & Abdulkadir Atalan & Cem Çağrı Dönmez, 2022. "E-Scooter Micro-Mobility Application for Postal Service: The Case of Turkey for Energy, Environment, and Economy Perspectives," Energies, MDPI, vol. 15(20), pages 1-22, October.
    19. Zhongfu Tan & Ye Yang & Pinxi Wang & Yilun Li, 2021. "Charging Behavior Analysis of New Energy Vehicles," Sustainability, MDPI, vol. 13(9), pages 1-20, April.
    20. Gabriel Dias & Elisabete Arsenio & Paulo Ribeiro, 2021. "The Role of Shared E-Scooter Systems in Urban Sustainability and Resilience during the Covid-19 Mobility Restrictions," Sustainability, MDPI, vol. 13(13), pages 1-19, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:14:p:8247-:d:856707. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.