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Small and medium-sized taxi firm operators' stated choices of future business models: A case study in Japan based on hybrid choice model with panel effects

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  • Namgung, Hyewon
  • Fujiwara, Akimasa
  • Yamamoto, Jenny
  • Zhang, Junyi

Abstract

Taxi firms in Japan faced various challenges, including long-standing issues such as dwindling demand and driver shortages, recent competition from new technologies, and the short-term impact of the COVID-19 outbreak. These pressures necessitate a diversification of their business model, yet it remains uncertain how operators plan to adapt and how the government can facilitate the evolution of their mobility services. This study explores these issues from the viewpoint of small and medium-sized taxi firm operators in Japan, specifically focusing on their attitudes towards potential barriers, their preparedness for, and preferences towards new business models. To that end, we conducted a Statd Preference survey on new business models with taxi companies in the Chugoku region, western Japan. The findings reveal that an operator's attitude towards regulatory strictness indirectly lowers the likelihood of choosing new business models, whereas operational difficulties increase this probability. Interestingly, taxi firms operating in medium-sized cities tended to collaborate with private or public sectors in their new business models compared to firms in other areas. This study offers insights into policy discourse and design, emphasizing the need for strategic, collaborative, and contextually-aware responses to the evolving challenges within Japan's taxi industry.

Suggested Citation

  • Namgung, Hyewon & Fujiwara, Akimasa & Yamamoto, Jenny & Zhang, Junyi, 2023. "Small and medium-sized taxi firm operators' stated choices of future business models: A case study in Japan based on hybrid choice model with panel effects," Research in Transportation Economics, Elsevier, vol. 101(C).
    • Handle: RePEc:eee:retrec:v:101:y:2023:i:c:s0739885923000811
    DOI: 10.1016/j.retrec.2023.101341
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    References listed on IDEAS

    as
    1. Zhou, Min & Long, Piao & Kong, Nan & Zhao, Lindu & Jia, Fu & Campy, Kathryn S., 2021. "Characterizing the motivational mechanism behind taxi driver’s adoption of electric vehicles for living: Insights from China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 144(C), pages 134-152.
    2. David Ahlstrom & Garry D. Bruton, 2006. "Venture Capital in Emerging Economies: Networks and Institutional Change," Entrepreneurship Theory and Practice, , vol. 30(2), pages 299-320, March.
    3. Read, Stuart & Song, Michael & Smit, Willem, 2009. "A meta-analytic review of effectuation and venture performance," Journal of Business Venturing, Elsevier, vol. 24(6), pages 573-587, November.
    4. Kenneth M. Gwilliam, 2005. "Regulation of Taxi Markets in Developing Countries : Issues and Options," World Bank Publications - Reports 11780, The World Bank Group.
    5. Vij, Akshay & Walker, Joan L., 2016. "How, when and why integrated choice and latent variable models are latently useful," Transportation Research Part B: Methodological, Elsevier, vol. 90(C), pages 192-217.
    6. Chorus, Caspar G. & Kroesen, Maarten, 2014. "On the (im-)possibility of deriving transport policy implications from hybrid choice models," Transport Policy, Elsevier, vol. 36(C), pages 217-222.
    7. Nicolas Dahan & Jonathan P. Doh & Jennifer Oetzel & Michael Yaziji, 2010. "Corporate-NGO Collaboration: Co-creating New Business Models for Developing Markets," Post-Print hal-00565517, HAL.
    8. Rayle, Lisa & Dai, Danielle & Chan, Nelson & Cervero, Robert & Shaheen, Susan PhD, 2016. "Just A Better Taxi? A Survey-Based Comparison of Taxis, Transit, and Ridesourcing Services in San Francisco," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt60v8r346, Institute of Transportation Studies, UC Berkeley.
    9. Virginie Boutueil & Thomas Quillerier & Anna Voskoboynikova, 2019. "Benefits and Pitfalls of Deregulating Taxi Markets: Can Contrasted Case Studies Help Inform the Debate?," Post-Print hal-03826917, HAL.
    10. Dewi Hanggraeni & Beata Ślusarczyk & Liyu Adhi Kasari Sulung & Athor Subroto, 2019. "The Impact of Internal, External and Enterprise Risk Management on the Performance of Micro, Small and Medium Enterprises," Sustainability, MDPI, vol. 11(7), pages 1-17, April.
    11. Tijan, Edvard & Jović, Marija & Aksentijević, Saša & Pucihar, Andreja, 2021. "Digital transformation in the maritime transport sector," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    12. Susan Shaheen & Adam Cohen, 2019. "Shared ride services in North America: definitions, impacts, and the future of pooling," Transport Reviews, Taylor & Francis Journals, vol. 39(4), pages 427-442, July.
    13. Abe, Ryosuke, 2019. "Introducing autonomous buses and taxis: Quantifying the potential benefits in Japanese transportation systems," Transportation Research Part A: Policy and Practice, Elsevier, vol. 126(C), pages 94-113.
    14. Yu, Jingru & Xie, Ningke & Zhu, Jiangtao & Qian, Yiwei & Zheng, Sijing & Chen, Xiqun (Michael), 2022. "Exploring impacts of COVID-19 on city-wide taxi and ride-sourcing markets: Evidence from Ningbo, China," Transport Policy, Elsevier, vol. 115(C), pages 220-238.
    15. Utsunomiya, Kiyohito, 2016. "Social capital and local public transportation in Japan," Research in Transportation Economics, Elsevier, vol. 59(C), pages 434-440.
    16. Aguilera-García, Álvaro & Gomez, Juan & Velázquez, Guillermo & Vassallo, Jose Manuel, 2022. "Ridesourcing vs. traditional taxi services: Understanding users’ choices and preferences in Spain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 161-178.
    17. Fagnant, Daniel J. & Kockelman, Kara, 2015. "Preparing a nation for autonomous vehicles: opportunities, barriers and policy recommendations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 77(C), pages 167-181.
    18. Mulley, Corinne & Nelson, John D. & Ho, Chinh & Hensher, David A., 2023. "MaaS in a regional and rural setting: Recent experience," Transport Policy, Elsevier, vol. 133(C), pages 75-85.
    19. Manivasakan, Hesavar & Kalra, Riddhi & O'Hern, Steve & Fang, Yihai & Xi, Yinfei & Zheng, Nan, 2021. "Infrastructure requirement for autonomous vehicle integration for future urban and suburban roads – Current practice and a case study of Melbourne, Australia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 152(C), pages 36-53.
    20. Shaaban, Khaled & Kim, Inhi, 2016. "Assessment of the taxi service in Doha," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 223-235.
    21. Ted London & Stuart L Hart, 2004. "Reinventing strategies for emerging markets: beyond the transnational model," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(5), pages 350-370, September.
    22. Harding, Simon & Kandlikar, Milind & Gulati, Sumeet, 2016. "Taxi apps, regulation, and the market for taxi journeys," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 15-25.
    23. Wang, Sicheng & Smart, Michael, 2020. "The disruptive effect of ridesourcing services on for-hire vehicle drivers’ income and employment," Transport Policy, Elsevier, vol. 89(C), pages 13-23.
    24. 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.
    25. Bruzzone, Francesco & Cavallaro, Federico & Nocera, Silvio, 2021. "The integration of passenger and freight transport for first-last mile operations," Transport Policy, Elsevier, vol. 100(C), pages 31-48.
    26. Virginie Boutueil & Thomas Quillerier & Anna Voskoboynikova, 2019. "Benefits and Pitfalls of Deregulating Taxi Markets: Can Contrasted Case Studies Help Inform the Debate?," Post-Print hal-02422160, HAL.
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    More about this item

    Keywords

    Business model; Local taxi firm; Taxi operator; Stated preference; Hybrid choice model;
    All these keywords.

    JEL classification:

    • D2 - Microeconomics - - Production and Organizations
    • D9 - Microeconomics - - Micro-Based Behavioral Economics
    • R5 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis
    • L5 - Industrial Organization - - Regulation and Industrial Policy

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