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A game theoretic approach to study the impact of transportation policies on the competition between transit and private car in the urban context

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  • Emami, Maryam
  • Haghshenas, Hossein
  • Talebian, Ahmadreza
  • Kermanshahi, Shahab

Abstract

This paper proposes a spatial gaming model to characterize the mode choice behavior of travelers on a corridor connecting a suburban neighborhood to the central business district. Previous game theoretic studies typically incorporate a discrete choice model into the gaming structure to observe travelers’ mode choice behavior. The novelty of the proposed model revolves around incorporating parking operator into the gaming structure. We also present a model extension accounting for the heterogeneity in travelers’ income. The parking operator and transit agency, as the two players of the game, seek to obtain a greater market share by controlling their prices. The nature of the transit agency as a (pseudo) public authority is modeled by letting the player maximize a weighted sum of profit and consumer surplus. The private parking operator, on the other hand, is a profit maximizer. With the out-of-pocket cost, generalized travel time, and disutilities other than time in the utility function of travelers, this gaming model enable us to evaluate the impact on auto-transit competition of a wide range of urban policies. A corridor in Isfahan, Iran is considered to demonstrate the applicability of the proposed model. Eight travel demand management policies are examined. We see that restrictive policies (e.g., cordon pricing) typically reduce the total demand while encouraging policies (e.g., improving transit access time by integrating transit with a bike-sharing system) increase it. The most effective policies are found to be hybrid policies such as increasing auto travel time coupled with lowering transit in-vehicle travel time.

Suggested Citation

  • Emami, Maryam & Haghshenas, Hossein & Talebian, Ahmadreza & Kermanshahi, Shahab, 2022. "A game theoretic approach to study the impact of transportation policies on the competition between transit and private car in the urban context," Transportation Research Part A: Policy and Practice, Elsevier, vol. 163(C), pages 320-337.
  • Handle: RePEc:eee:transa:v:163:y:2022:i:c:p:320-337
    DOI: 10.1016/j.tra.2022.07.005
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    1. Zhi-Chun Li & William Lam & S. Wong, 2009. "The Optimal Transit Fare Structure under Different Market Regimes with Uncertainty in the Network," Networks and Spatial Economics, Springer, vol. 9(2), pages 191-216, June.
    2. Yanli Wang & Bing Wu & Zhi Dong & Xin Ye, 2016. "A Joint Modeling Analysis of Passengers’ Intercity Travel Destination and Mode Choices in Yangtze River Delta Megaregion of China," Mathematical Problems in Engineering, Hindawi, vol. 2016, pages 1-10, July.
    3. Mancuso, Paolo, 2014. "An analysis of the competition that impinges on the Milan–Rome intercity passenger transport link," Transport Policy, Elsevier, vol. 32(C), pages 42-52.
    4. Marc Ivaldi & Catherine Vibes, 2008. "Price Competition in the Intercity Passenger Transport Market: A Simulation Model," Journal of Transport Economics and Policy, University of Bath, vol. 42(2), pages 225-254, May.
    5. Allard, Ryan F. & Moura, Filipe, 2018. "Effect of transport transfer quality on intercity passenger mode choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 109(C), pages 89-107.
    6. Andisheh Ranjbari & Yi-Chang Chiu & Mark Hickman, 2017. "Exploring factors affecting demand for possible future intercity transit options," Public Transport, Springer, vol. 9(1), pages 463-481, July.
    7. Yang, Hangjun & Zhang, Anming, 2012. "Effects of high-speed rail and air transport competition on prices, profits and welfare," Transportation Research Part B: Methodological, Elsevier, vol. 46(10), pages 1322-1333.
    8. Rashedi, Zohreh & Mahmoud, Mohamed & Hasnine, Sami & Habib, Khandker Nurul, 2017. "On the factors affecting the choice of regional transit for commuting in Greater Toronto and Hamilton Area: Application of an advanced RP-SP choice model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 105(C), pages 1-13.
    9. Wang, Wei & Sun, Huijun & Wu, Jianjun, 2020. "How does the decision of high-speed rail operator affect social welfare? Considering competition between high-speed rail and air transport," Transport Policy, Elsevier, vol. 88(C), pages 1-15.
    10. Arnott, Richard & de Palma, Andre & Lindsey, Robin, 1993. "A Structural Model of Peak-Period Congestion: A Traffic Bottleneck with Elastic Demand," American Economic Review, American Economic Association, vol. 83(1), pages 161-179, March.
    11. Tsunoda, Yushi, 2018. "Transportation policy for high-speed rail competing with airlines," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 350-360.
    12. Baichuan Mo & Zhejing Cao & Hongmou Zhang & Yu Shen & Jinhua Zhao, 2020. "Competition between shared autonomous vehicles and public transit: A case study in Singapore," Papers 2001.03197, arXiv.org, revised Feb 2021.
    13. Li, Yanan & Li, Xiang & Zhang, Sicheng, 2021. "Optimal pricing of customized bus services and ride-sharing based on a competitive game model," Omega, Elsevier, vol. 103(C).
    14. Woods, Ruth & Masthoff, Judith, 2017. "A comparison of car driving, public transport and cycling experiences in three European cities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 211-222.
    15. Ding, Chuan & Wang, Donggen & Liu, Chao & Zhang, Yi & Yang, Jiawen, 2017. "Exploring the influence of built environment on travel mode choice considering the mediating effects of car ownership and travel distance," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 65-80.
    16. Shen, Qing & Chen, Peng & Pan, Haixiao, 2016. "Factors affecting car ownership and mode choice in rail transit-supported suburbs of a large Chinese city," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 31-44.
    17. Şimşekoğlu, Özlem & Nordfjærn, Trond & Rundmo, Torbjørn, 2015. "The role of attitudes, transport priorities, and car use habit for travel mode use and intentions to use public transportation in an urban Norwegian public," Transport Policy, Elsevier, vol. 42(C), pages 113-120.
    18. Xiaowen Fu & Tae H. Oum & Jia Yan, 2014. "An Analysis of Travel Demand in Japan's Intercity Market Empirical Estimation and Policy Simulation," Journal of Transport Economics and Policy, University of Bath, vol. 48(1), pages 97-113, January.
    19. Hoffmann, Christin & Abraham, Charles & Skippon, Stephen M. & White, Mathew P., 2018. "Cognitive construction of travel modes among high-mileage car users and non-car users – A Repertory Grid analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 216-233.
    20. Adler, Nicole & Pels, Eric & Nash, Chris, 2010. "High-speed rail and air transport competition: Game engineering as tool for cost-benefit analysis," Transportation Research Part B: Methodological, Elsevier, vol. 44(7), pages 812-833, August.
    21. Masoumi, Houshmand E., 2019. "A discrete choice analysis of transport mode choice causality and perceived barriers of sustainable mobility in the MENA region," Transport Policy, Elsevier, vol. 79(C), pages 37-53.
    22. Steven C. Salop, 1979. "Monopolistic Competition with Outside Goods," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 141-156, Spring.
    23. Henao, Alejandro & Piatkowski, Daniel & Luckey, Kara S. & Nordback, Krista & Marshall, Wesley E. & Krizek, Kevin J., 2015. "Sustainable transportation infrastructure investments and mode share changes: A 20-year background of Boulder, Colorado," Transport Policy, Elsevier, vol. 37(C), pages 64-71.
    24. Jenelius, Erik, 2018. "Public transport experienced service reliability: Integrating travel time and travel conditions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 275-291.
    25. Li, Xiaowei & Tang, Junqing & Hu, Xiaojiao & Wang, Wei, 2020. "Assessing intercity multimodal choice behavior in a Touristy City: A factor analysis," Journal of Transport Geography, Elsevier, vol. 86(C).
    26. Li, Zhi-Chun & Sheng, Dian, 2016. "Forecasting passenger travel demand for air and high-speed rail integration service: A case study of Beijing-Guangzhou corridor, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 397-410.
    27. Sun, Bindong & Yan, Hong & Zhang, Tinglin, 2017. "Built environmental impacts on individual mode choice and BMI: Evidence from China," Journal of Transport Geography, Elsevier, vol. 63(C), pages 11-21.
    28. Wang, Judith Y.T. & Yang, Hai, 2005. "A game-theoretic analysis of competition in a deregulated bus market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(4), pages 329-355, July.
    29. Tyndall, Justin, 2018. "Bus quality improvements and local commuter mode share," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 173-183.
    30. Adler, Nicole & Brudner, Amir & Proost, Stef, 2021. "A review of transport market modeling using game-theoretic principles," European Journal of Operational Research, Elsevier, vol. 291(3), pages 808-829.
    31. Xiushan Jiang & Xi Zhang & Wanwan Lu & Lei Zhang & Xiqun Chen, 2017. "Competition between High-Speed Rail and Airline Based on Game Theory," Mathematical Problems in Engineering, Hindawi, vol. 2017, pages 1-9, February.
    32. Yang, Hai & Yan Kong, Hoi & Meng, Qiang, 2001. "Value-of-time distributions and competitive bus services," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 37(6), pages 411-424, December.
    33. D’Alfonso, Tiziana & Jiang, Changmin & Bracaglia, Valentina, 2015. "Would competition between air transport and high-speed rail benefit environment and social welfare?," Transportation Research Part B: Methodological, Elsevier, vol. 74(C), pages 118-137.
    34. Chandra R. Bhat, 1997. "An Endogenous Segmentation Mode Choice Model with an Application to Intercity Travel," Transportation Science, INFORMS, vol. 31(1), pages 34-48, February.
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