IDEAS home Printed from https://ideas.repec.org/p/hal/journl/halshs-03687634.html
   My bibliography  Save this paper

Consumer Predisposition And Behavior Towards Mobility-As-A-Service Among University Students In A Developing Country

Author

Listed:
  • Rodrigo Gandia
  • Julia Oliveira
  • Fabio Antonialli
  • Joel Sugano
  • Isabelle Nicolaï

    (LGI - Laboratoire Génie Industriel - CentraleSupélec - Université Paris-Saclay)

  • Izabela Cardoso Oliveira

Abstract

Mobility-as-a-Service (MaaS) has been recently gaining ground, presenting a shift away from existing ownership-based transportation and towards access-based ones. MaaS is still surrounded by uncertainties: its development and applicability are mainly centered in developed countries; however, we believe that MaaS is modular, adaptable and applicable to several realities. In this sense, this study aims to examine university student's demand and predisposition for MaaS usage in a developing country, as well as to understand the differences in mobility perception among those students who are car users and non-car users. This survey was applied to over 300 university students in a Brazilian city, Lavras. Using the CART algorithm, we obtained classification trees to predict favorable responses related to MaaS use, based on several predictor variables (socio-economic characteristics, means of transport used, distance, etc.). We observed that car users are a little less sensitive to cost than non-car users. For car users, the commute alternatives that take longer, with less flexibility and availability-even when offered at lower cost-are not appealing, while the non-car users accept alternative options and expend more time when lower costs are available. Also, in general, a tree-based classification model predicted a positive adherence possibility for a MaaS scheme for both car users and non-car users (69%). As conclusions, this study suggests that there is a predisposition to accept the MaaS model for creating value for commuters in a developing country. We found that many MaaS characteristics (e.g. payment via app, transportation integration, monthly plan, customization, and so on) presented a positively predictable possibility of substitution, especially for Millennials. Also, we found that bicycles may be a mode that can be explored for MaaS schemes worldwide, and that hitchhiking could be used as a strategy to apply MaaS in places where public transportation lacks efficiency.

Suggested Citation

  • Rodrigo Gandia & Julia Oliveira & Fabio Antonialli & Joel Sugano & Isabelle Nicolaï & Izabela Cardoso Oliveira, 2019. "Consumer Predisposition And Behavior Towards Mobility-As-A-Service Among University Students In A Developing Country," Post-Print halshs-03687634, HAL.
  • Handle: RePEc:hal:journl:halshs-03687634
    DOI: 10.2495/ut190151
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-03687634
    as

    Download full text from publisher

    File URL: https://shs.hal.science/halshs-03687634/document
    Download Restriction: no

    File URL: https://libkey.io/10.2495/ut190151?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Stern,Nicholas, 2007. "The Economics of Climate Change," Cambridge Books, Cambridge University Press, number 9780521700801, September.
    2. Martin, Elliot & Shaheen, Susan Alison & Lidicker, Jeffrey, 2010. "Carsharing’S Impact On Household Vehicle Holdings: Results From A North American Shared-Use Vehicle Survey," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt0850h6r5, Institute of Transportation Studies, UC Berkeley.
    3. Martin, Elliot & Shaheen, Susan A & Lidicker, Jeffrey, 2010. "Carsharing's Impact on Household Vehicle Holdings: Resultsvfrom a North American Shared-Use Vehicle Survey," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt3bn9n6pq, Institute of Transportation Studies, UC Berkeley.
    4. Martin, Elliot & Shaheen, Susan Alison & Lidicker, Jeffrey, 2010. "Carsharing’S Impact On Household Vehicle Holdings: Results From A North American Shared-Use Vehicle Survey," Institute of Transportation Studies, Working Paper Series qt0850h6r5, Institute of Transportation Studies, UC Davis.
    5. Sophie Dantan & Julie Bulteau & Isabelle Nicolaï, 2017. "Enhancing sustainable mobility through a multimodal platform: would travellers pay for it?," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 20(1/2), pages 33-55.
    6. Lyons, Glenn & Hammond, Paul & Mackay, Kate, 2019. "The importance of user perspective in the evolution of MaaS," Transportation Research Part A: Policy and Practice, Elsevier, vol. 121(C), pages 22-36.
    7. Hensher, David A., 2017. "Future bus transport contracts under a mobility as a service (MaaS) regime in the digital age: Are they likely to change?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 98(C), pages 86-96.
    8. Ambrosino, Giorgio & Nelson, John D. & Boero, Marco & Pettinelli, Irene, 2016. "Enabling intermodal urban transport through complementary services: From Flexible Mobility Services to the Shared Use Mobility Agency," Research in Transportation Economics, Elsevier, vol. 59(C), pages 179-184.
    9. Corinne Mulley, 2017. "Mobility as a Services (MaaS) – does it have critical mass?," Transport Reviews, Taylor & Francis Journals, vol. 37(3), pages 247-251, May.
    10. Steg, Linda, 2005. "Car use: lust and must. Instrumental, symbolic and affective motives for car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 147-162.
    11. Peraphan Jittrapirom & Valeria Caiati & Anna-Maria Feneri & Shima Ebrahimigharehbaghi & María J. Alonso González & Jishnu Narayan, 2017. "Mobility as a Service: A Critical Review of Definitions, Assessments of Schemes, and Key Challenges," Urban Planning, Cogitatio Press, vol. 2(2), pages 13-25.
    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. Bahamonde-Birke, Francisco J. & Frowijn, Luuk & van Gils, Coco & Helmink, Rutger D.W. & Henkus, Sophie & van der Hoeven, Sanna & Mathilde Kolkman, O. & van Onzen, Tim & Ronteltap, Lisette & Wehl, Dina, 2023. "Am I willing to replace my car with a MaaS subscription? An analysis of the willingness of Dutch citizens to adopt MaaS and the triggers affecting their choices," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(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. Rodrigo Gandia & Fabio Antonialli & Julia Oliveira & Joel Sugano & Isabelle Nicolaï & Izabela Cardoso Oliveira, 2021. "Willingness to use MaaS in a developing country," Post-Print hal-03687590, HAL.
    2. Kent, Jennifer & Dowling, Robyn & Maalsen, Sophia, 2017. "Catalysts for transport transitions: Bridging the gap between disruptions and change," Journal of Transport Geography, Elsevier, vol. 60(C), pages 200-207.
    3. Storme, Tom & De Vos, Jonas & De Paepe, Leen & Witlox, Frank, 2020. "Limitations to the car-substitution effect of MaaS. Findings from a Belgian pilot study," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 196-205.
    4. Rodrigo Gandia & Fabio Antonialli & Isabelle Nicolaï & Joel Sugano & Julia Oliveira & Izabela Oliveira, 2021. "Casual Carpooling: A Strategy to Support Implementation of Mobility-as-a-Service in a Developing Country," Sustainability, MDPI, vol. 13(5), pages 1-18, March.
    5. Becker, Henrik & Balac, Milos & Ciari, Francesco & Axhausen, Kay W., 2020. "Assessing the welfare impacts of Shared Mobility and Mobility as a Service (MaaS)," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 228-243.
    6. Reck, Daniel J. & Hensher, David A. & Ho, Chinh Q., 2020. "MaaS bundle design," Transportation Research Part A: Policy and Practice, Elsevier, vol. 141(C), pages 485-501.
    7. Nadine Gatzert & Katrin Osterrieder, 2020. "The future of mobility and its impact on the automobile insurance industry," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 23(1), pages 31-51, March.
    8. Pierpaolo D’Urso & Alessio Guandalini & Francesca Romana Mallamaci & Vincenzina Vitale & Laura Bocci, 2021. "To Share or not to Share? Determinants of Sharing Mobility in Italy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 154(2), pages 647-692, April.
    9. Zhang, Yu & Li, Leiming, 2022. "Research on travelers’ transportation mode choice between carsharing and private cars based on the logit dynamic evolutionary game model," Economics of Transportation, Elsevier, vol. 29(C).
    10. Giovanna Magnani & Tommaso Bertolotti & Antonella Zucchella, 2018. "Cognitive aspects of car sharing in Millennials. Active sharers and reluctant users," MERCATI & COMPETITIVIT?, FrancoAngeli Editore, vol. 2018(1), pages 39-62.
    11. Georgina Santos & Nikolay Nikolaev, 2021. "Mobility as a Service and Public Transport: A Rapid Literature Review and the Case of Moovit," Sustainability, MDPI, vol. 13(7), pages 1-18, March.
    12. Rodrigo Gandia & Fabio Antonialli & Julia Oliveira & Lucas Patrício & Joel Sugano & Isabelle Nicolaï & Izabela Cardoso Oliveira, 2021. "Casual Carpooling as a Strategy to Implement Mobility-as-a-Service schemes in a Developing Country," Post-Print hal-03687581, HAL.
    13. Lovejoy, Kristin, 2012. "Mobility Fulfillment Among Low-car Households: Implications for Reducing Auto Dependence in the United States," Institute of Transportation Studies, Working Paper Series qt4v44b5qn, Institute of Transportation Studies, UC Davis.
    14. Boyacı, Burak & Zografos, Konstantinos G., 2019. "Investigating the effect of temporal and spatial flexibility on the performance of one-way electric carsharing systems," Transportation Research Part B: Methodological, Elsevier, vol. 129(C), pages 244-272.
    15. Lopez-Carreiro, Iria & Monzon, Andres & Lopez-Lambas, Maria E., 2021. "Comparison of the willingness to adopt MaaS in Madrid (Spain) and Randstad (The Netherlands) metropolitan areas," Transportation Research Part A: Policy and Practice, Elsevier, vol. 152(C), pages 275-294.
    16. Pangbourne, Kate & Mladenović, Miloš N. & Stead, Dominic & Milakis, Dimitris, 2020. "Questioning mobility as a service: Unanticipated implications for society and governance," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 35-49.
    17. Yue Guo & Fu Xin & Xiaotong Li, 2020. "The market impacts of sharing economy entrants: evidence from USA and China," Electronic Commerce Research, Springer, vol. 20(3), pages 629-649, September.
    18. Golalikhani, Masoud & Oliveira, Beatriz Brito & Carravilla, Maria Antónia & Oliveira, José Fernando & Antunes, António Pais, 2021. "Carsharing: A review of academic literature and business practices toward an integrated decision-support framework," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    19. Xin-Wei Li & Hong-Zhi Miao, 2023. "How to Incorporate Autonomous Vehicles into the Carbon Neutrality Framework of China: Legal and Policy Perspectives," Sustainability, MDPI, vol. 15(7), pages 1-24, March.
    20. Susan Shaheen & Nelson Chan & Helen Micheaux, 2015. "One-way carsharing’s evolution and operator perspectives from the Americas," Transportation, Springer, vol. 42(3), pages 519-536, May.

    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:hal:journl:halshs-03687634. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.