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MaaS bundle design

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  • Reck, Daniel J.
  • Hensher, David A.
  • Ho, Chinh Q.

Abstract

Mobility service bundling has received a lot of attention from researchers and practitioners due to its centrality to Mobility as a Service (MaaS) business models and potential to foster sustainable travel behavior. Stated choice studies have to date been used to explore the willingness to pay for MaaS bundles and their components. Despite an increasing number of academic studies and commercial trials, there is a surprising dearth of research on how to design MaaS bundles in the first place. Comparative learning is further limited as the designs of choice experiments and studied bundles differ widely. What are the underlying design dimensions and how can we separate differences in outcome from differences in design? We address this gap by (1) conducting an extensive literature review on MaaS bundle design and synthesizing ten fundamental design dimensions, (2) extending the Design of Designs literature to develop a framework to systematically relate and compare design, methods and outcome of stated choice studies in general, and (3) applying our framework to MaaS bundle design and developing a research agenda, structuring future endeavors in this field.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:transa:v:141:y:2020:i:c:p:485-501
    DOI: 10.1016/j.tra.2020.09.021
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    1. David Hensher, 2006. "Revealing Differences in Willingness to Pay due to the Dimensionality of Stated Choice Designs: An Initial Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(1), pages 7-44, May.
    2. Caussade, Sebastián & Ortúzar, Juan de Dios & Rizzi, Luis I. & Hensher, David A., 2005. "Assessing the influence of design dimensions on stated choice experiment estimates," Transportation Research Part B: Methodological, Elsevier, vol. 39(7), pages 621-640, August.
    3. 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.
    4. Liljamo, Timo & Liimatainen, Heikki & Pöllänen, Markus & Utriainen, Roni, 2020. "People’s current mobility costs and willingness to pay for Mobility as a Service offerings," Transportation Research Part A: Policy and Practice, Elsevier, vol. 136(C), pages 99-119.
    5. Cottrill, Caitlin D., 2020. "MaaS surveillance: Privacy considerations in mobility as a service," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 50-57.
    6. Ho, Chinh Q. & Mulley, Corinne & Hensher, David A., 2020. "Public preferences for mobility as a service: Insights from stated preference surveys," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 70-90.
    7. 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.
    8. Melinda Matyas & Maria Kamargianni, 2019. "The potential of mobility as a service bundles as a mobility management tool," Transportation, Springer, vol. 46(5), pages 1951-1968, October.
    9. Smith, Göran & Sochor, Jana & Karlsson, I.C. MariAnne, 2020. "Intermediary MaaS Integrators: A case study on hopes and fears," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 163-177.
    10. Caiati, Valeria & Rasouli, Soora & Timmermans, Harry, 2020. "Bundling, pricing schemes and extra features preferences for mobility as a service: Sequential portfolio choice experiment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 123-148.
    11. Panou, Konstantinos & Kapros, Seraphim & Polydoropoulou, Amalia, 2015. "How service bundling can increase the competitiveness of low market share transportation services," Research in Transportation Economics, Elsevier, vol. 49(C), pages 22-35.
    12. David A. Hensher & John M. Rose, 2012. "The Influence of Alternative Acceptability, Attribute Thresholds and Choice Response Certainty on Automobile Purchase Preferences," Journal of Transport Economics and Policy, University of Bath, vol. 46(3), pages 451-468, September.
    13. Hensher, David A., 2010. "Hypothetical bias, choice experiments and willingness to pay," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 735-752, July.
    14. Wong, Yale Z. & Hensher, David A. & Mulley, Corinne, 2020. "Mobility as a service (MaaS): Charting a future context," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 5-19.
    15. Guidon, Sergio & Wicki, Michael & Bernauer, Thomas & Axhausen, Kay, 2020. "Transportation service bundling – For whose benefit? Consumer valuation of pure bundling in the passenger transportation market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 91-106.
    16. Swait, Joffre, 2001. "A non-compensatory choice model incorporating attribute cutoffs," Transportation Research Part B: Methodological, Elsevier, vol. 35(10), pages 903-928, November.
    17. David A. Hensher, 2004. "Identifying the Influence of Stated Choice Design Dimensionality on Willingness to Pay for Travel Time Savings," Journal of Transport Economics and Policy, University of Bath, vol. 38(3), pages 425-446, September.
    18. Anja Lambrecht & Katja Seim & Bernd Skiera, 2007. "Does Uncertainty Matter? Consumer Behavior Under Three-Part Tariffs," Marketing Science, INFORMS, vol. 26(5), pages 698-710, 09-10.
    19. Helena Strömberg & I. C. MariAnne Karlsson & Jana Sochor, 2018. "Inviting travelers to the smorgasbord of sustainable urban transport: evidence from a MaaS field trial," Transportation, Springer, vol. 45(6), pages 1655-1670, November.
    20. Hensher,David A. & Rose,John M. & Greene,William H., 2015. "Applied Choice Analysis," Cambridge Books, Cambridge University Press, number 9781107465923, September.
    21. Mulley, Corinne & Ho, Chinh & Balbontin, Camila & Hensher, David & Stevens, Larissa & Nelson, John D. & Wright, Steve, 2020. "Mobility as a service in community transport in Australia: Can it provide a sustainable future?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 107-122.
    22. David A. Hensher, 2006. "How do respondents process stated choice experiments? Attribute consideration under varying information load," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 861-878.
    23. 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.
    24. Hirschhorn, Fabio & Paulsson, Alexander & Sørensen, Claus H. & Veeneman, Wijnand, 2019. "Public transport regimes and mobility as a service: Governance approaches in Amsterdam, Birmingham, and Helsinki," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 178-191.
    25. Bruce H. Kobayashi, 2005. "Does Economics Provide A Reliable Guide To Regulating Commodity Bundling By Firms? A Survey Of The Economic Literature," Journal of Competition Law and Economics, Oxford University Press, vol. 1(4), pages 707-746.
    26. 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.
    27. Polydoropoulou, Amalia & Pagoni, Ioanna & Tsirimpa, Athena & Roumboutsos, Athena & Kamargianni, Maria & Tsouros, Ioannis, 2020. "Prototype business models for Mobility-as-a-Service," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 149-162.
    28. Schikofsky, Jan & Dannewald, Till & Kowald, Matthias, 2020. "Exploring motivational mechanisms behind the intention to adopt mobility as a service (MaaS): Insights from Germany," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 296-312.
    29. Alonso-González, María J. & Hoogendoorn-Lanser, Sascha & van Oort, Niels & Cats, Oded & Hoogendoorn, Serge, 2020. "Drivers and barriers in adopting Mobility as a Service (MaaS) – A latent class cluster analysis of attitudes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 378-401.
    30. Smith, Göran & Sochor, Jana & Karlsson, I.C. MariAnne, 2018. "Mobility as a Service: Development scenarios and implications for public transport," Research in Transportation Economics, Elsevier, vol. 69(C), pages 592-599.
    31. Kenneth E. Train, 1991. "Optimal Regulation: The Economic Theory of Natural Monopoly," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262200848, April.
    32. 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.
    33. 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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    2. Duan, Sophia Xiaoxia & Tay, Richard & Molla, Alemayehu & Deng, Hepu, 2022. "Predicting Mobility as a Service (MaaS) use for different trip categories: An artificial neural network analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 166(C), pages 135-149.
    3. Hensher, David A. & Ho, Chinh Q. & Reck, Daniel J., 2021. "Mobility as a service and private car use: Evidence from the Sydney MaaS trial," Transportation Research Part A: Policy and Practice, Elsevier, vol. 145(C), pages 17-33.
    4. Ho, Chinh Q. & Hensher, David A. & Reck, Daniel J. & Lorimer, Sam & Lu, Ivy, 2021. "MaaS bundle design and implementation: Lessons from the Sydney MaaS trial," Transportation Research Part A: Policy and Practice, Elsevier, vol. 149(C), pages 339-376.
    5. Sweet, Matthias N. & Scott, Darren M., 2021. "Shared mobility adoption from 2016 to 2018 in the Greater Toronto and Hamilton Area: Demographic or geographic diffusion?," Journal of Transport Geography, Elsevier, vol. 96(C).

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