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For better or worse? The impacts of autonomous vehicles on competitive ride-hailing platforms

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  • Xia, Yu
  • Wang, Bolin
  • Yang, Yunlong

Abstract

Autonomous vehicles (AVs) have the potential to reshape the ride-hailing industry by lowering operating costs. While many platforms view AV introduction as a key strategic move, its profitability implications remain uncertain. This study develops a stylized game-theoretic model of two competing ride-hailing platforms to examine the strategic role of AV introduction. The model incorporates key market factors, including consumer-side and driver-side competition as well as the balance between supply and demand. Our analysis shows that the effects of AV introduction on platforms are determined by the trade-off between two concurrent effects: a vehicle supply effect, which alleviates competition in the driver market; a consumer competition effect, which intensifies competition in the consumer market. When only one platform introduces AVs, the competitor is not necessarily worse off if driver-market competition is fierce. When both platforms introduce AVs, profits may rise under intense driver competition but decline under strong consumer competition. Moreover, the strategic interaction in platforms’ choices regarding AV introduction may lead to a prisoner’s dilemma in which both platforms introduce AVs but end up worse off than in the absence of adoption. Finally, we highlight the first-mover advantage, showing that delayed AV introduction after a competitor can reduce profitability.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:transe:v:207:y:2026:i:c:s1366554525006532
    DOI: 10.1016/j.tre.2025.104631
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    References listed on IDEAS

    as
    1. Yan, Xiaoyu & Liu, Weihua & Tang, Ou & Hou, Jiahe, 2024. "When will an overconfident entrant in the two-sided market do more good than harm?," International Journal of Production Economics, Elsevier, vol. 267(C).
    2. Shuo Feng & Haowei Sun & Xintao Yan & Haojie Zhu & Zhengxia Zou & Shengyin Shen & Henry X. Liu, 2023. "Dense reinforcement learning for safety validation of autonomous vehicles," Nature, Nature, vol. 615(7953), pages 620-627, March.
    3. Zhu, Weijun & Xie, Jiaping & Xia, Yu & Wei, Lihong & Liang, Ling, 2023. "Getting more third-party participants on board: Optimal pricing and investment decisions in competitive platform ecosystems," European Journal of Operational Research, Elsevier, vol. 307(1), pages 177-192.
    4. Ming Hu & Yan Liu, 2023. "Precommitments in Two-Sided Market Competition," Manufacturing & Service Operations Management, INFORMS, vol. 25(2), pages 704-718, March.
    5. Liu, Chengqi & Wang, Zelin & Liu, Zhiyuan & Huang, Kai, 2025. "Multi-Agent reinforcement learning framework for addressing Demand-Supply imbalance of Shared Autonomous Electric Vehicle," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 197(C).
    6. Guo, Xiaotong & Caros, Nicholas S. & Zhao, Jinhua, 2021. "Robust matching-integrated vehicle rebalancing in ride-hailing system with uncertain demand," Transportation Research Part B: Methodological, Elsevier, vol. 150(C), pages 161-189.
    7. Mark Armstrong, 2006. "Competition in two‐sided markets," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 668-691, September.
    8. Wu, Shansong & Xiao, Wei & Liang, Kai-Rong & Li, Kevin W., 2025. "A co-opetitive game analysis of platform compatibility strategies under data security regulation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 201(C).
    9. Chen, Danna & Zhou, Yong-Wu & Lin, Xiaogang & Jin, Kangning, 2025. "Customer and provider bounded rationality in on-demand service platforms," European Journal of Operational Research, Elsevier, vol. 320(2), pages 389-401.
    10. Elias Carroni & Leonardo Madio & Shiva Shekhar, 2024. "Superstar Exclusivity in Two-Sided Markets," Management Science, INFORMS, vol. 70(2), pages 991-1011, February.
    11. Wu, Xiangxiang & Zha, Yong, 2025. "App release strategy in the presence of competitive platforms’ quality upgrades," European Journal of Operational Research, Elsevier, vol. 320(3), pages 570-580.
    12. Tang, Hua & Chen, Jing & Ai, Xingzheng & Li, Xiaojing & He, Haojia, 2023. "First-party content decision under competitive hardware/software platforms: Free vs. charge," European Journal of Operational Research, Elsevier, vol. 311(3), pages 1068-1083.
    13. 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.
    14. Liu, Bingqing & Chow, Joseph Y. J., 2024. "On-demand mobility-as-a-Service platform assignment games with guaranteed stable outcomes," Transportation Research Part B: Methodological, Elsevier, vol. 188(C).
    15. Jiaru Bai & H. Sebastian Heese & Manish Tripathy, 2023. "Hiding in plain sight: Surge pricing and strategic providers," Production and Operations Management, Production and Operations Management Society, vol. 32(12), pages 3837-3855, December.
    16. Koh, Le Yi & Yuen, Kum Fai, 2023. "Public acceptance of autonomous vehicles: Examining the joint influence of perceived vehicle performance and intelligent in-vehicle interaction quality," Transportation Research Part A: Policy and Practice, Elsevier, vol. 178(C).
    17. Wang, Hui & Li, Yuanyuan & Liu, Yang & Hu, Xiaowei & Wang, Jian, 2025. "Optimizing on-demand ride-hailing services in two-sided coupled markets with impatient riders," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 198(C).
    18. 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.
    19. 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.
    20. Tao Lu & Zhichao Zheng & Yuanguang Zhong, 2023. "Maximizing the Benefits of an On-Demand Workforce: Fill Rate-Based Allocation and Coordination Mechanisms," Manufacturing & Service Operations Management, INFORMS, vol. 25(6), pages 2216-2232, November.
    21. Yugang Yu & Jingjing Yang & Xiaolong Guo, 2023. "Retrieval sequencing in autonomous vehicle storage and retrieval systems," International Journal of Production Research, Taylor & Francis Journals, vol. 61(24), pages 8634-8653, December.
    22. 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.
    23. Mao, Wei & Shepherd, Simon & Harrison, Gillian & Xu, Meng, 2024. "Autonomous vehicle market development in Beijing: A system dynamics approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
    24. Zhao, Taiyi & Sun, Zhiguo & Wang, Jingquan & Tang, Yuchun & Varga, Liz & Skibniewski, Mirosław J., 2025. "Resilience-based transportation system planning optimization through dedicated autonomous vehicle lanes configuration," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 194(C).
    25. 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.
    26. Liu Ming & Tunay Tunca & Yi Xu & Weiming Zhu, 2025. "Market Formation, Pricing, and Value Generation in Ride-Hailing Services," Manufacturing & Service Operations Management, INFORMS, vol. 27(5), pages 1551-1570, September.
    27. Wang, Ting & Li, Yao & Jia, Bin & Long, Jiancheng, 2024. "An autonomous vehicle exclusive lane design problem under the mixed autonomy traffic environment: Model formulation and large-scale algorithm design," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
    28. 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.
    29. Mo, Dong & Chen, Xiqun (Michael) & Zhang, Junlin, 2022. "Modeling and Managing Mixed On-Demand Ride Services of Human-Driven Vehicles and Autonomous Vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 157(C), pages 80-119.
    30. Zhu, Donghao & Minner, Stefan & Bichler, Martin, 2025. "Pricing policy and queue-length disclosure in on-demand service platforms," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 204(C).
    31. Alan Manning & Ted To, 2002. "Oligopsony and Monopsonistic Competition in Labor Markets," Journal of Economic Perspectives, American Economic Association, vol. 16(2), pages 155-174, Spring.
    32. Eryn Juan He & Sergei Savin & Joel Goh & Chung-Piaw Teo, 2023. "Off-Platform Threats in On-Demand Services," Manufacturing & Service Operations Management, INFORMS, vol. 25(2), pages 775-791, March.
    33. Zhou, Yongyi & Zhang, Yulin & Goh, Mark, 2023. "Platform responses to entry in a local market with mobile providers," European Journal of Operational Research, Elsevier, vol. 309(1), pages 236-251.
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