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Potential uptake and willingness-to-pay for Mobility as a Service (MaaS): A stated choice study

Author

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  • Ho, Chinh Q.
  • Hensher, David A.
  • Mulley, Corinne
  • Wong, Yale Z.

Abstract

Mobility as a Service (MaaS), which uses a digital platform to bring all modes of travel into a single on-demand service, has received great attention and research interest. Different business models have emerged in which travellers can either pre-pay for their mobility services bundled into a MaaS plan, or pay-as-they-go using a smart app linked to the service. This study aims to understand how large the potential market of MaaS would be if travellers are offered this one-stop access to a range of mobility services, and how much potential users might value each item included in a MaaS plan. A stated choice survey of 252 individuals administered via a face-to-face method is conducted in Sydney, Australia and a state of the art preference model is estimated to address the research questions. Results indicate that almost half of the sampled respondents would take MaaS offerings, and the potential uptake levels vary significantly across population segments, with infrequent car users being the most likely adopters, and car non-users the least. On average, Sydney travellers are willing to pay $6.40 for an hour of access to car-share, with one-way car-share valued more than station-based car-share. Estimated willingness-to-pay for unlimited use of public transport is $5.90 per day which is much lower than the current daily cap. These findings suggest a careful segmentation of the market and a cross-subsidy strategy is likely to be required by MaaS suppliers to obtain a commercially viable uptake level.

Suggested Citation

  • Ho, Chinh Q. & Hensher, David A. & Mulley, Corinne & Wong, Yale Z., 2018. "Potential uptake and willingness-to-pay for Mobility as a Service (MaaS): A stated choice study," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 302-318.
    • Handle: RePEc:eee:transa:v:117:y:2018:i:c:p:302-318
    DOI: 10.1016/j.tra.2018.08.025
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    References listed on IDEAS

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    1. Ho, Chinh & Mulley, Corinne, 2015. "Intra-household Interactions in tour-based mode choice: The role of social, temporal, spatial and resource constraints," Transport Policy, Elsevier, vol. 38(C), pages 52-63.
    2. Mickael Bech & Dorte Gyrd‐Hansen, 2005. "Effects coding in discrete choice experiments," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 1079-1083, October.
    3. Rose, John M. & Beck, Matthew J. & Hensher, David A., 2015. "The joint estimation of respondent-reported certainty and acceptability with choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 71(C), pages 141-152.
    4. Swait, Joffre & Adamowicz, Wiktor, 2001. "Choice Environment, Market Complexity, and Consumer Behavior: A Theoretical and Empirical Approach for Incorporating Decision Complexity into Models of Consumer Choice," Organizational Behavior and Human Decision Processes, Elsevier, vol. 86(2), pages 141-167, November.
    5. Darren Scott & Kay Axhausen, 2006. "Household Mobility Tool Ownership: Modeling Interactions between Cars and Season Tickets," Transportation, Springer, vol. 33(4), pages 311-328, July.
    6. Hensher,David A. & Rose,John M. & Greene,William H., 2015. "Applied Choice Analysis," Cambridge Books, Cambridge University Press, number 9781107465923.
    7. Hensher, David A. & Ho, Chinh Q., 2016. "Experience conditioning in commuter modal choice modelling – Does it make a difference?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 95(C), pages 164-176.
    8. 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.
    9. Alexa Delbosc & Graham Currie, 2013. "Causes of Youth Licensing Decline: A Synthesis of Evidence," Transport Reviews, Taylor & Francis Journals, vol. 33(3), pages 271-290, May.
    10. Ho, Chinh Q. & Mulley, Corinne & Shiftan, Yoram & Hensher, David A., 2016. "Vehicle value of travel time savings: Evidence from a group-based modelling approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 134-150.
    11. 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.
    12. 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.
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