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Supply regulation under the exclusion policy in a ride-sourcing market

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  • Li, Xiaonan
  • Li, Xiangyong
  • Wang, Hai
  • Shi, Junxin
  • Aneja, Y.P.

Abstract

On-demand ride-sourcing platforms have quickly emerged and become ubiquitous in our daily lives. Motivated by the rising public concern about service quality in the ride-sourcing market, this paper aims to examine the impact of exclusion policy that can serve as both quality management and supply regulation strategy. With an exclusion policy, the platform excludes low-quality service providers/drivers from the ride-sourcing market by setting a quality threshold of admission (QTA). We propose a model to describe and analyze the market equilibrium under the exclusion policy and present our analytical and numerical results – some of which are non-intuitive and intriguing. Considering network effects captured by both quality and quantity of service in the market, we find that both the realized supply and total labor welfare are not reduced but rather increase when the platform implements a well-designed exclusion policy. Whereas the platform’s profit, customer surplus, labor welfare, and social welfare are each non-monotonic in the QTA level – first increasing and then decreasing – a moderate level of QTA can benefit all stakeholders (platform, drivers, and passengers) in the market. We also analyze the model with alternative network effects and present the theoretical and numerical results. Using the model, we further identify the principal factors in determining the optimal exclusion policy; these include passengers’ quality preference, labor pool size, and quality differentiation among registered drivers.

Suggested Citation

  • Li, Xiaonan & Li, Xiangyong & Wang, Hai & Shi, Junxin & Aneja, Y.P., 2022. "Supply regulation under the exclusion policy in a ride-sourcing market," Transportation Research Part B: Methodological, Elsevier, vol. 166(C), pages 69-94.
  • Handle: RePEc:eee:transb:v:166:y:2022:i:c:p:69-94
    DOI: 10.1016/j.trb.2022.10.005
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    1. Diep Ngoc Su & Duy Quy Nguyen-Phuoc & Lester W. Johnson, 2021. "Effects of perceived safety, involvement and perceived service quality on loyalty intention among ride-sourcing passengers," Transportation, Springer, vol. 48(1), pages 369-393, February.
    2. E. Glen Weyl, 2010. "A Price Theory of Multi-sided Platforms," American Economic Review, American Economic Association, vol. 100(4), pages 1642-1672, September.
    3. Rouba Ibrahim, 2018. "Managing Queueing Systems Where Capacity is Random and Customers are Impatient," Production and Operations Management, Production and Operations Management Society, vol. 27(2), pages 234-250, February.
    4. Yang, Hai & Shao, Chaoyi & Wang, Hai & Ye, Jieping, 2020. "Integrated reward scheme and surge pricing in a ridesourcing market," Transportation Research Part B: Methodological, Elsevier, vol. 134(C), pages 126-142.
    5. Mark Armstrong, 2006. "Competition in two‐sided markets," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 668-691, September.
    6. Joshua D. Angrist & Sydnee Caldwell & Jonathan V. Hall, 2021. "Uber versus Taxi: A Driver's Eye View," American Economic Journal: Applied Economics, American Economic Association, vol. 13(3), pages 272-308, July.
    7. Jiaru Bai & Kut C. So & Christopher S. Tang & Xiqun (Michael) Chen & Hai Wang, 2019. "Coordinating Supply and Demand on an On-Demand Service Platform with Impatient Customers," Manufacturing & Service Operations Management, INFORMS, vol. 21(3), pages 556-570, July.
    8. Wang, Xiaolei & Liu, Wei & Yang, Hai & Wang, Dan & Ye, Jieping, 2020. "Customer behavioural modelling of order cancellation in coupled ride-sourcing and taxi markets," Transportation Research Part B: Methodological, Elsevier, vol. 132(C), pages 358-378.
    9. Jean‐Charles Rochet & Jean Tirole, 2006. "Two‐sided markets: a progress report," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 645-667, September.
    10. Chen, Yiwei & Wang, Hai, 2018. "Pricing for a Last-Mile Transportation System," Transportation Research Part B: Methodological, Elsevier, vol. 107(C), pages 57-69.
    11. Jean-Charles Rochet & Jean Tirole, 2003. "Platform Competition in Two-Sided Markets," Journal of the European Economic Association, MIT Press, vol. 1(4), pages 990-1029, June.
    12. Thierer, Adam & Koopman, Chris & Hobson, Anne & Kuiper, Chris, 2015. "How the Internet, the Sharing Economy, and Reputational Feedback Mechanisms Solve the “Lemons Problemâ€," Working Papers 07371, George Mason University, Mercatus Center.
    13. Luo, Qi & Saigal, Romesh & Chen, Zhibin & Yin, Yafeng, 2019. "Accelerating the adoption of automated vehicles by subsidies: A dynamic games approach," Transportation Research Part B: Methodological, Elsevier, vol. 129(C), pages 226-243.
    14. Caillaud, Bernard & Jullien, Bruno, 2003. "Chicken & Egg: Competition among Intermediation Service Providers," RAND Journal of Economics, The RAND Corporation, vol. 34(2), pages 309-328, Summer.
    15. Xu, Zhengtian & Yin, Yafeng & Ye, Jieping, 2020. "On the supply curve of ride-hailing systems," Transportation Research Part B: Methodological, Elsevier, vol. 132(C), pages 29-43.
    16. Yang, Hai & Yang, Teng, 2011. "Equilibrium properties of taxi markets with search frictions," Transportation Research Part B: Methodological, Elsevier, vol. 45(4), pages 696-713, May.
    17. Kim, Jin-Hyuk & Prince, Jeffrey & Qiu, Calvin, 2014. "Indirect network effects and the quality dimension: A look at the gaming industry," International Journal of Industrial Organization, Elsevier, vol. 37(C), pages 99-108.
    18. Zhong, Yuanguang & Lin, Zhaozhan & Zhou, Yong-Wu & Cheng, T.C.E. & Lin, Xiaogang, 2019. "Matching supply and demand on ride-sharing platforms with permanent agents and competition," International Journal of Production Economics, Elsevier, vol. 218(C), pages 363-374.
    19. Wang, Hai & Yang, Hai, 2019. "Ridesourcing systems: A framework and review," Transportation Research Part B: Methodological, Elsevier, vol. 129(C), pages 122-155.
    20. Zhou, Yaqian & Yang, Hai & Ke, Jintao & Wang, Hai & Li, Xinwei, 2022. "Competition and third-party platform-integration in ride-sourcing markets," Transportation Research Part B: Methodological, Elsevier, vol. 159(C), pages 76-103.
    21. Uri Ronnen, 1991. "Minimum Quality Standards, Fixed Costs, and Competition," RAND Journal of Economics, The RAND Corporation, vol. 22(4), pages 490-504, Winter.
    22. Sun, Hao & Wang, Hai & Wan, Zhixi, 2019. "Model and analysis of labor supply for ride-sharing platforms in the presence of sample self-selection and endogeneity," Transportation Research Part B: Methodological, Elsevier, vol. 125(C), pages 76-93.
    23. Leland, Hayne E, 1979. "Quacks, Lemons, and Licensing: A Theory of Minimum Quality Standards," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1328-1346, December.
    24. Yuqing Zheng & Harry Kaiser, 2013. "Optimal quality threshold of admission in a two-sided farmers’ market," Applied Economics, Taylor & Francis Journals, vol. 45(23), pages 3360-3369, August.
    25. Ke, Jintao & Yang, Hai & Li, Xinwei & Wang, Hai & Ye, Jieping, 2020. "Pricing and equilibrium in on-demand ride-pooling markets," Transportation Research Part B: Methodological, Elsevier, vol. 139(C), pages 411-431.
    26. Zhong, Yuanguang & Pan, Qi & Xie, Wei & Cheng, T.C.E. & Lin, Xiaogang, 2020. "Pricing and wage strategies for an on-demand service platform with heterogeneous congestion-sensitive customers," International Journal of Production Economics, Elsevier, vol. 230(C).
    27. Chiwei Yan & Helin Zhu & Nikita Korolko & Dawn Woodard, 2020. "Dynamic pricing and matching in ride‐hailing platforms," Naval Research Logistics (NRL), John Wiley & Sons, vol. 67(8), pages 705-724, December.
    28. Dong, Tingting & Xu, Zhengtian & Luo, Qi & Yin, Yafeng & Wang, Jian & Ye, Jieping, 2021. "Optimal contract design for ride-sourcing services under dual sourcing," Transportation Research Part B: Methodological, Elsevier, vol. 146(C), pages 289-313.
    29. Basil Halperin & Benjamin Ho & John A List & Ian Muir, 2022. "Toward An Understanding of the Economics of Apologies: Evidence from a Large-Scale Natural Field Experiment," The Economic Journal, Royal Economic Society, vol. 132(641), pages 273-298.
    30. Ke, Jintao & Zhu, Zheng & Yang, Hai & He, Qiaochu, 2021. "Equilibrium analyses and operational designs of a coupled market with substitutive and complementary ride-sourcing services to public transits," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 148(C).
    31. Zhu, Zheng & Ke, Jintao & Wang, Hai, 2021. "A mean-field Markov decision process model for spatial-temporal subsidies in ride-sourcing markets," Transportation Research Part B: Methodological, Elsevier, vol. 150(C), pages 540-565.
    32. Jiayi Joey Yu & Christopher S. Tang & Zuo-Jun Max Shen & Xiqun Michael Chen, 2020. "A Balancing Act of Regulating On-Demand Ride Services," Management Science, INFORMS, vol. 66(7), pages 2975-2992, July.
    33. Eduard Cristobal-Fransi & Francisco Hernández-Soriano & Berta Ferrer-Rosell & Natalia Daries, 2019. "Exploring Service Quality among Online Sharing Economy Platforms from an Online Media Perspective," Sustainability, MDPI, vol. 11(13), pages 1-18, July.
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