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Ride-Hailing Platforms: Competition and Autonomous Vehicles

Author

Listed:
  • Auyon Siddiq

    (Anderson School of Management, University of California, Los Angeles, California 90095)

  • Terry A. Taylor

    (Haas School of Business, University of California, Berkeley, California 94720-1900)

Abstract

Problem definition : Ride-hailing platforms, which are currently struggling with profitability, view autonomous vehicles (AVs) as important to their long-term profitability and prospects. Are competing platforms helped or harmed by platforms’ obtaining access to AVs? Are the humans who participate on the platforms—driver-workers and rider-consumers (hereafter, agents)—collectively helped or harmed by the platforms’ access to AVs? How do the conditions under which access to AVs reduces platform profits, agent welfare, and social welfare depend on the AV ownership structure (i.e., whether platforms or individuals own AVs)? Academic/practical relevanc e: AVs have the potential to transform the economics of ride-hailing, with welfare consequences for platforms, agents, and society. Methodology : We employ a game-theoretic model that captures platforms’ price, wage, and AV fleet size decisions. Results : We characterize necessary and sufficient conditions under which platforms’ access to AVs reduces platform profit, agent welfare, and social welfare. The structural effect of access to AVs on agent welfare is robust regardless of AV ownership; agent welfare decreases if and only if the AV cost is high. In contrast, the structural effect of access to AVs on platform profit depends on who owns AVs. The necessary and sufficient condition under which access to AVs decreases platform profit is high AV cost under platform-owned AVs and low AV cost under individually owned AVs. Similarly, the structural effect of access to AVs on social welfare depends on who owns AVs. Access to individually owned AVs increases social welfare; in contrast, access to platform-owned AVs decreases social welfare—if and only if the AV cost is high. Managerial implications : Our results provide guidance to platforms, labor and consumer advocates, and governmental entities regarding regulatory and public policy decisions affecting the ease with which platforms obtain access to AVs.

Suggested Citation

  • Auyon Siddiq & Terry A. Taylor, 2022. "Ride-Hailing Platforms: Competition and Autonomous Vehicles," Manufacturing & Service Operations Management, INFORMS, vol. 24(3), pages 1511-1528, May.
  • Handle: RePEc:inm:ormsom:v:24:y:2022:i:3:p:1511-1528
    DOI: 10.1287/msom.2021.1013
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    References listed on IDEAS

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    Cited by:

    1. Ming Hu & Yan Liu, 2023. "Precommitments in Two-Sided Market Competition," Manufacturing & Service Operations Management, INFORMS, vol. 25(2), pages 704-718, March.
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    3. Jiayang Li & Guoyin Zhang & Debing Ni, 2025. "Drivers’ Welfare and Pollutant Emission Induced by Ride-Hailing Platforms’ Pricing Strategies," Sustainability, MDPI, vol. 17(9), pages 1-35, April.
    4. Ramin Ahadi & Wolfgang Ketter & John Collins & Nicolò Daina, 2023. "Cooperative Learning for Smart Charging of Shared Autonomous Vehicle Fleets," Transportation Science, INFORMS, vol. 57(3), pages 613-630, May.
    5. Xia, Yu & Wang, Bolin & Yang, Yunlong, 2026. "For better or worse? The impacts of autonomous vehicles on competitive ride-hailing platforms," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 207(C).
    6. Saif Benjaafar & Zicheng Wang & Xiaotang Yang, 2025. "The Impact of Automation on Workers When Workers Are Strategic: The Case of Ride-Hailing," Manufacturing & Service Operations Management, INFORMS, vol. 27(5), pages 1571-1586, September.
    7. Martin, Layla & Minner, Stefan & Pavone, Marco & Schiffer, Maximilian, 2025. "It’s All in the Mix: Technology choice between driverless and human-driven vehicles in sharing systems," European Journal of Operational Research, Elsevier, vol. 324(3), pages 969-980.
    8. Daniel Freund & Ilan Lobel & Jiayu (Kamessi) Zhao, 2026. "On the Supply of Autonomous Vehicles in Platforms," Manufacturing & Service Operations Management, INFORMS, vol. 28(2), pages 496-516, March.
    9. Mo, Dong & Wang, Hai & Cai, Zeen & Szeto, W.Y. & Chen, Xiqun (Michael), 2024. "Modeling and regulating a ride-sourcing market integrated with vehicle rental services," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
    10. Feng, Zhuo & Gao, Ying & Song, Jinbo & Jie, Yating & Lu, Bo, 2025. "Contract design for BOT roads in the presence of autonomous vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 199(C).
    11. Xiaokai Wu & Li Jiang & Xuan Zhao, 2025. "Managing Quality on Two-Sided Platforms in the Presence of Provider Competition," Manufacturing & Service Operations Management, INFORMS, vol. 27(5), pages 1532-1550, September.
    12. Zhou, Chang & Li, Xiang & Feng, Bo, 2025. "Build or cooperate with a bike-sharing system? Operation mode selection of metro operator with different information sharing strategies," Omega, Elsevier, vol. 133(C).
    13. Zhen Lian & Garrett van Ryzin, 2025. "Capturing the Benefits of Autonomous Vehicles in Ride Hailing: The Role of Market Configuration," Management Science, INFORMS, vol. 71(7), pages 5491-5510, July.
    14. Tushar Shankar Walunj & Shiksha Singhal & Jayakrishnan Nair & Veeraruna Kavitha, 2026. "On the Interplay Between Pricing, Competition and QoS in Ride-Hailing," Dynamic Games and Applications, Springer, vol. 16(1), pages 12-66, March.
    15. Ao, Di & Lai, Zhijie & Li, Sen, 2024. "Control of dynamic ride-hailing networks with a mixed fleet of autonomous vehicles and for-hire human drivers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 189(C).
    16. Li, Xiaonan & Li, Xiangyong & Shi, Junxin, 2024. "Capacity sharing for ride-sourcing platforms under competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 182(C).
    17. Terry A. Taylor, 2024. "Shared-Ride Efficiency of Ride-Hailing Platforms," Manufacturing & Service Operations Management, INFORMS, vol. 26(5), pages 1945-1961, September.

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