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The Business Case for a Journey Planning and Ticketing App—Comparison between a Simulation Analysis and Real-World Data

Author

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  • Gillian Harrison

    (Institute for Transport Studies, University of Leeds, Leeds LS2 9JT, UK)

  • Astrid Gühnemann

    (Institute for Transport Studies, University of Natural Resources and Life Sciences (BOKU), Peter Jordan Strasse 82, 1190 Vienna, Austria)

  • Simon Shepherd

    (Institute for Transport Studies, University of Leeds, Leeds LS2 9JT, UK)

Abstract

Successful development of “Mobility-as-a-Service” (MaaS) schemes could be transformative to our transport systems and critical for achieving sustainable cities. There are high hopes for mobile phone applications that offer both journey planning and ticketing across all the available transport modes, but these are in their infancy, with little understanding of the correct approach to business models and governance. In this study, we develop a system dynamics diffusion model that represents the uptake of such an app, based on one developed and released in West Yorkshire, UK. We perform sensitivity and uncertainty tests on user uptake and app operating profitability, and analyse these in three key areas of marketing, competition, and costs. Comparison to early uptake data is included to demonstrate accuracy of model behaviour and would suggest market failure by month 12 without stronger marketing, even if additional tickets and functions are offered. In response to this, we offer further insights on the need for direct targeted marketing to ensure mass market adoption, the importance of understanding a realistic potential adopter pool, the awareness of competing apps, and the high uncertainty that exists in this market.

Suggested Citation

  • Gillian Harrison & Astrid Gühnemann & Simon Shepherd, 2020. "The Business Case for a Journey Planning and Ticketing App—Comparison between a Simulation Analysis and Real-World Data," Sustainability, MDPI, vol. 12(10), pages 1-21, May.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:10:p:4005-:d:357716
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    References listed on IDEAS

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    1. Vecchio, Pasquale Del & Secundo, Giustina & Maruccia, Ylenia & Passiante, Giuseppina, 2019. "A system dynamic approach for the smart mobility of people: Implications in the age of big data," Technological Forecasting and Social Change, Elsevier, vol. 149(C).
    2. Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
    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. Jeroen Struben & John D. Sterman, 2008. "Transition Challenges for Alternative Fuel Vehicle and Transportation Systems," Post-Print hal-02312277, HAL.
    5. 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.
    6. David Banister & Dominic Stead, 2004. "Impact of information and communications technology on transport," Transport Reviews, Taylor & Francis Journals, vol. 24(5), pages 611-632, January.
    7. Georgina Santos, 2018. "Sustainability and Shared Mobility Models," Sustainability, MDPI, vol. 10(9), pages 1-13, September.
    8. 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.
    9. Christopher J. Easingwood & Vijay Mahajan & Eitan Muller, 1983. "A Nonuniform Influence Innovation Diffusion Model of New Product Acceptance," Marketing Science, INFORMS, vol. 2(3), pages 273-295.
    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. 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.
    12. Sohani Liyanage & Hussein Dia & Rusul Abduljabbar & Saeed Asadi Bagloee, 2019. "Flexible Mobility On-Demand: An Environmental Scan," Sustainability, MDPI, vol. 11(5), pages 1-39, February.
    13. Laura Gebhardt & Mascha Brost & Alexandra König, 2019. "An Inter- and Transdisciplinary Approach to Developing and Testing a New Sustainable Mobility System," Sustainability, MDPI, vol. 11(24), pages 1-22, December.
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    Cited by:

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    3. Benjamin Maas, 2022. "Literature Review of Mobility as a Service," Sustainability, MDPI, vol. 14(14), pages 1-28, July.

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