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The impact of regulatory policy on the growth of ride-hailing platform: System dynamics perspective

Author

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  • Sun, Shouheng
  • Wang, Zhenqin
  • Wang, Weicai

Abstract

Regulatory policy is an important factor affecting the development of emerging ride-hailing platforms. However, there is little research exploring the impact of specific regulatory policies on platforms from the perspective of enterprise growth. Taking the Chinese ride-hailing platform (RHP) as an example, this study employs the system dynamics method to simulate and analyze the impact of restrictive policies on the model of vehicles and the qualification of drivers on the growth of RHP. Furthermore, it compares and evaluates the effects of different countermeasures taken by the platform in the face of policy uncertainty. Specifically, this study dynamically examines the growth of platforms under loose/strict policy and short/long term policy scenarios, and evaluates the coping strategy of self-built fleet adopted by platform. The results show that regulatory policy uncertainty brings great challenges to the overall development of the RHP. A Self-built fleet not only has the potential to improve RHP's ability to resist policy risks but also increases the platform's scale effect at both ends of supply and demand. It is worth noting that RHP should devise the most suitable strategy according to a comprehensive evaluation of the characteristics of the regulatory policies and the cost-effectiveness of the countermeasure. It also shows that the promotion and application of new energy vehicles and automated vehicles can bring good profit margins to RHP in the future. This study can help policymakers and managers better understand of the impact of regulatory policy on the growth of RHP and also provide a valuable reference for promoting the healthy and orderly development of ride-hailing market.

Suggested Citation

  • Sun, Shouheng & Wang, Zhenqin & Wang, Weicai, 2023. "The impact of regulatory policy on the growth of ride-hailing platform: System dynamics perspective," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 632(P2).
  • Handle: RePEc:eee:phsmap:v:632:y:2023:i:p2:s0378437123009147
    DOI: 10.1016/j.physa.2023.129359
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    References listed on IDEAS

    as
    1. Ruutu, Sampsa & Casey, Thomas & Kotovirta, Ville, 2017. "Development and competition of digital service platforms: A system dynamics approach," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 119-130.
    2. Timo Seidl, 2022. "The politics of platform capitalism: A case study on the regulation of Uber in New York," Regulation & Governance, John Wiley & Sons, vol. 16(2), pages 357-374, April.
    3. Xu, Yu & Hazée, Simon & So, Kevin Kam Fung & Li, K. Daisy & Malthouse, Edward Carl, 2021. "An evolutionary perspective on the dynamics of service platform ecosystems for the sharing economy," Journal of Business Research, Elsevier, vol. 135(C), pages 127-136.
    4. Jiang, Guoyin & Yang, Wanqiang, 2023. "Signal effect of government regulations on ride-hailing drivers’ intention to mobile-based transportation platform governance: Evidence from China," Transport Policy, Elsevier, vol. 139(C), pages 63-78.
    5. Li, Sen & Tavafoghi, Hamidreza & Poolla, Kameshwar & Varaiya, Pravin, 2019. "Regulating TNCs: Should Uber and Lyft set their own rules?," Transportation Research Part B: Methodological, Elsevier, vol. 129(C), pages 193-225.
    6. Lee, Chang-Yang, 2010. "A theory of firm growth: Learning capability, knowledge threshold, and patterns of growth," Research Policy, Elsevier, vol. 39(2), pages 278-289, March.
    7. Rong, Ke & Li, Boyi & Peng, Wan & Zhou, Di & Shi, Xinwei, 2021. "Sharing economy platforms: creating shared value at a business ecosystem level," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    8. Li-cai Lei & Shang Gao & En-yu Zeng, 2020. "Regulation strategies of ride-hailing market in China: an evolutionary game theoretic perspective," Electronic Commerce Research, Springer, vol. 20(3), pages 535-563, September.
    9. Rojanakit, Patcharapar & Torres de Oliveira, Rui & Dulleck, Uwe, 2022. "The sharing economy: A critical review and research agenda," Journal of Business Research, Elsevier, vol. 139(C), pages 1317-1334.
    10. Parente, Ronaldo C. & Geleilate, José-Mauricio G. & Rong, Ke, 2018. "The Sharing Economy Globalization Phenomenon: A Research Agenda," Journal of International Management, Elsevier, vol. 24(1), pages 52-64.
    11. Elizabeth Garnsey & Erik Stam & Paul Heffernan, 2006. "New Firm Growth: Exploring Processes and Paths," Industry and Innovation, Taylor & Francis Journals, vol. 13(1), pages 1-20.
    12. Klarin, Anton & Suseno, Yuliani, 2021. "A state-of-the-art review of the sharing economy: Scientometric mapping of the scholarship," Journal of Business Research, Elsevier, vol. 126(C), pages 250-262.
    13. Koen Frenken & Juliet Schor, 2019. "Putting the sharing economy into perspective," Chapters, in: Oksana Mont (ed.), A Research Agenda for Sustainable Consumption Governance, chapter 8, pages 121-135, Edward Elgar Publishing.
    14. Yang, Jie & Zhao, Daozhi & Wang, Zeyu & Xu, Chunqiu, 2022. "Impact of regulation on on-demand ride-sharing service: Profit-based target vs demand-based target," Research in Transportation Economics, Elsevier, vol. 92(C).
    15. Wang, Hai & Yang, Hai, 2019. "Ridesourcing systems: A framework and review," Transportation Research Part B: Methodological, Elsevier, vol. 129(C), pages 122-155.
    16. David Audretsch & Alex Coad & Agustí Segarra, 2014. "Firm growth and innovation," Small Business Economics, Springer, vol. 43(4), pages 743-749, December.
    17. Samar Abdalla & Joseph Amankwah-Amoah & Amgad Badewi, 2023. "Sharing-Economy Ecosystem: A Comprehensive Review and Future Research Directions," Sustainability, MDPI, vol. 15(3), pages 1-15, January.
    18. Torres, Juan Pablo & Kunc, Martin & O'Brien, Frances, 2017. "Supporting strategy using system dynamics," European Journal of Operational Research, Elsevier, vol. 260(3), pages 1081-1094.
    19. Sun, Daniel(Jian) & Ding, Xueqing, 2019. "Spatiotemporal evolution of ridesourcing markets under the new restriction policy: A case study in Shanghai," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 227-239.
    20. Hagiu, Andrei & Hałaburda, Hanna, 2014. "Information and two-sided platform profits," International Journal of Industrial Organization, Elsevier, vol. 34(C), pages 25-35.
    21. Negar Darabi & Niyousha Hosseinichimeh, 2020. "System dynamics modeling in health and medicine: a systematic literature review," System Dynamics Review, System Dynamics Society, vol. 36(1), pages 29-73, January.
    22. Tang, Wei & Xie, Ningke & Mo, Dong & Cai, Zeen & Lee, Der-Horng & Chen, Xiqun (Michael), 2023. "Optimizing subsidy strategies of the ride-sourcing platform under government regulation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 173(C).
    23. Rodolphe Durand & Robert M. Grant & Tammy L. Madsen & David P. McIntyre & Arati Srinivasan, 2017. "Networks, platforms, and strategy: Emerging views and next steps," Strategic Management Journal, Wiley Blackwell, vol. 38(1), pages 141-160, January.
    24. David Gabel, 2016. "Uber and the Persistence of Market Power," Journal of Economic Issues, Taylor & Francis Journals, vol. 50(2), pages 527-534, April.
    25. Zeng, Jing & Mahdi Tavalaei, M. & Khan, Zaheer, 2021. "Sharing economy platform firms and their resource orchestration approaches," Journal of Business Research, Elsevier, vol. 136(C), pages 451-465.
    26. Bösch, Patrick M. & Becker, Felix & Becker, Henrik & Axhausen, Kay W., 2018. "Cost-based analysis of autonomous mobility services," Transport Policy, Elsevier, vol. 64(C), pages 76-91.
    27. Zachary Spicer & Gabriel Eidelman & Austin Zwick, 2019. "Patterns of Local Policy Disruption: Regulatory Responses to Uber in Ten North American Cities," Review of Policy Research, Policy Studies Organization, vol. 36(2), pages 146-167, March.
    28. Muñoz, Pablo & Cohen, Boyd, 2017. "Mapping out the sharing economy: A configurational approach to sharing business modeling," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 21-37.
    29. Zuzana Soltysova & Vladimir Modrak, 2020. "Challenges of the Sharing Economy for SMEs: A Literature Review," Sustainability, MDPI, vol. 12(16), pages 1-14, August.
    30. Vignon, Daniel & Yin, Yafeng & Ke, Jintao, 2023. "Regulating the ride-hailing market in the age of uberization," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 169(C).
    31. Hu, Beibei & Zhong, Zhenfang & Zhang, Yanli & Sun, Yue & Jiang, Li & Dong, Xianlei & Sun, Huijun, 2022. "Understanding the influencing factors of bicycle-sharing demand based on residents’ trips," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 586(C).
    32. Junic Kim, 2016. "The platform business model and business ecosystem: quality management and revenue structures," European Planning Studies, Taylor & Francis Journals, vol. 24(12), pages 2113-2132, December.
    33. Yanwei Li & Araz Taeihagh & Martin De Jong, 2018. "The Governance of Risks in Ridesharing: A Revelatory Case from Singapore," Energies, MDPI, vol. 11(5), pages 1-21, May.
    34. Casey, Thomas R. & Töyli, Juuso, 2012. "Mobile voice diffusion and service competition: A system dynamic analysis of regulatory policy," Telecommunications Policy, Elsevier, vol. 36(3), pages 162-174.
    35. Wadud, Zia, 2017. "Fully automated vehicles: A cost of ownership analysis to inform early adoption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 101(C), pages 163-176.
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