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Optimal fare and fleet size regulation in a taxi/ride-sourcing market with congestion effects, emission externalities, and gasoline/electric vehicles

Author

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  • Li, Baicheng
  • Szeto, W.Y.
  • Zou, Liang
Abstract
There have been various approaches to tackle vehicle emissions from a road congested network in pursuit of environmental sustainability. However, it is unclear how should the government set the trip fares and fleet sizes of a market with traditional street-hail taxis and the ride-sourcing service to maximize social benefit when both congestion effects and emission externalities are considered. Moreover, there have been real-world practices to reduce emissions from taxis and ride-sourcing vehicles by controlling the numbers of gasoline vehicles and electric vehicles. On one hand, some cities (e.g., Shenzhen, London) have launched a taxi replacement project that replaces all fossil-fueled taxis with electric taxis. On the other hand, the regulation preventing gasoline vehicles from being registered as ride-sourcing vehicles can also be observed. It remains a question of how should the social optimal fares and fleet sizes in a market with electric taxis and ride-sourcing vehicles be different from those in the market with gasoline vehicles. To address the above questions, this study investigates the optimal trip fare and fleet size regulation in an aggregate taxi/ride-sourcing market with congestion effects and environmental externalities. Two market scenarios are investigated, in which all taxis/ride-sourcing vehicles are gasoline vehicles or electric vehicles. We develop two social benefit maximization models and duopoly profit-maximization models, and derive the corresponding optimality conditions. Analytical and numerical results are given to gain insights into the regulation of taxi/ride-sourcing markets.

Suggested Citation

  • Li, Baicheng & Szeto, W.Y. & Zou, Liang, 2022. "Optimal fare and fleet size regulation in a taxi/ride-sourcing market with congestion effects, emission externalities, and gasoline/electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 157(C), pages 215-243.
    • Handle: RePEc:eee:transa:v:157:y:2022:i:c:p:215-243
    DOI: 10.1016/j.tra.2021.12.012
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    References listed on IDEAS

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    1. Gérard P. Cachon & Kaitlin M. Daniels & Ruben Lobel, 2017. "The Role of Surge Pricing on a Service Platform with Self-Scheduling Capacity," Manufacturing & Service Operations Management, INFORMS, vol. 19(3), pages 368-384, July.
    2. De Vany, Arthur S, 1975. "Capacity Utilization under Alternative Regulatory Restraints: An Analysis of Taxi Markets," Journal of Political Economy, University of Chicago Press, vol. 83(1), pages 83-94, February.
    3. 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.
    4. Anna Nagurney, 2000. "Sustainable Transportation Networks," Books, Edward Elgar Publishing, number 2069.
    5. Ke, Jintao & Cen, Xuekai & Yang, Hai & Chen, Xiqun & Ye, Jieping, 2019. "Modelling drivers’ working and recharging schedules in a ride-sourcing market with electric vehicles and gasoline vehicles," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 125(C), pages 160-180.
    6. Zha, Liteng & Yin, Yafeng & Du, Yuchuan, 2018. "Surge pricing and labor supply in the ride-sourcing market," Transportation Research Part B: Methodological, Elsevier, vol. 117(PB), pages 708-722.
    7. Vickrey, William S, 1969. "Congestion Theory and Transport Investment," American Economic Review, American Economic Association, vol. 59(2), pages 251-260, May.
    8. Beesley, Michael E & Glaister, Stephen G, 1983. "Information for Regulating: The Case of Taxis," Economic Journal, Royal Economic Society, vol. 93(371), pages 594-615, September.
    9. Ma, Rui & Ban, Xuegang (Jeff) & Szeto, W.Y., 2017. "Emission modeling and pricing on single-destination dynamic traffic networks," Transportation Research Part B: Methodological, Elsevier, vol. 100(C), pages 255-283.
    10. Wang, Hai & Yang, Hai, 2019. "Ridesourcing systems: A framework and review," Transportation Research Part B: Methodological, Elsevier, vol. 129(C), pages 122-155.
    11. 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.
    12. Arnott, Richard, 1996. "Taxi Travel Should Be Subsidized," Journal of Urban Economics, Elsevier, vol. 40(3), pages 316-333, November.
    13. Hai Yang & Min Ye & Wilson Hon-Chung Tang & Sze Chun Wong, 2005. "A Multiperiod Dynamic Model of Taxi Services with Endogenous Service Intensity," Operations Research, INFORMS, vol. 53(3), pages 501-515, June.
    14. Wang, Hua & Zhao, De & Meng, Qiang & Ong, Ghim Ping & Lee, Der-Horng, 2020. "Network-level energy consumption estimation for electric vehicles considering vehicle and user heterogeneity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 30-46.
    15. Kenneth Button, 1993. "Transport, The Environment And Economic Policy," Books, Edward Elgar Publishing, number 69.
    16. Cairns, Robert D. & Liston-Heyes, Catherine, 1996. "Competition and regulation in the taxi industry," Journal of Public Economics, Elsevier, vol. 59(1), pages 1-15, January.
    17. Yang, Hai & Ye, Min & Tang, Wilson H. & Wong, S.C., 2005. "Regulating taxi services in the presence of congestion externality," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(1), pages 17-40, January.
    18. Kenneth Button, 1993. "Transport Economics," Books, Edward Elgar Publishing, number 56.
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    Cited by:

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    2. Cai, Zeen & Li, Chuanjia & Mo, Dong & Xu, Shuyang & Chen, Xiqun (Michael) & Lee, Der-Horng, 2024. "Optimizing consolidated shared charging and electric ride-sourcing services," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 184(C).

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