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How do people choose their commuting mode? An evolutionary approach to transport choices

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  • Simone Borghesi
  • Chiara Calastri
  • Giorgio Fagiolo

Abstract

The issue of transportation is of primary importance in our societies. A large share of greenhouse gases is generated by the transport sector, and road casualties are one among the most common causes of death. In the present work, we study commuter choice between alternative transport modes using an evolutionary- game model, wherein commuters can choose between using their private car or taking the bus. We examine the possible dynamics that can emerge in a homogeneous urban population, where agents are boundedly rational and imitate the others. We obtain a different number of equilibria depending on the values of the parameters of the model. We carry out comparative-static exercises and examine possible policy measures that can be implemented in order to modify the agents' payoff, and consequently the equilibria of the system, leading the society towards more sustainable transportation patterns.

Suggested Citation

  • Simone Borghesi & Chiara Calastri & Giorgio Fagiolo, 2014. "How do people choose their commuting mode? An evolutionary approach to transport choices," LEM Papers Series 2014/15, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    • Handle: RePEc:ssa:lemwps:2014/15
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    1. dell'Olio, Luigi & Ibeas, Angel & Cecín, Patricia, 2010. "Modelling user perception of bus transit quality," Transport Policy, Elsevier, vol. 17(6), pages 388-397, November.
    2. Loukas Dimitriou & Theodore Tsekeris, 2009. "Evolutionary game-theoretic model for dynamic congestion pricing in multi-class traffic networks," Netnomics, Springer, vol. 10(1), pages 103-121, April.
    3. Stradling, Stephen & Carreno, Michael & Rye, Tom & Noble, Allyson, 2007. "Passenger perceptions and the ideal urban bus journey experience," Transport Policy, Elsevier, vol. 14(4), pages 283-292, July.
    4. David, Quentin & Foucart, Renaud, 2014. "Modal choice and optimal congestion," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 12-20.
    5. Storchmann, K. -H., 2001. "The impact of fuel taxes on public transport -- an empirical assessment for Germany," Transport Policy, Elsevier, vol. 8(1), pages 19-28, January.
    6. Beatty, Timothy K.M. & Shimshack, Jay P., 2011. "School buses, diesel emissions, and respiratory health," Journal of Health Economics, Elsevier, vol. 30(5), pages 987-999.
    7. Su, Qing & Zhou, Liren, 2012. "Parking management, financial subsidies to alternatives to drive alone and commute mode choices in Seattle," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 88-97.
    8. Greene, William H. & Hensher, David A., 2003. "A latent class model for discrete choice analysis: contrasts with mixed logit," Transportation Research Part B: Methodological, Elsevier, vol. 37(8), pages 681-698, September.
    9. Vega-Redondo, Fernando (ed.), 1996. "Evolution, Games, and Economic Behaviour," OUP Catalogue, Oxford University Press, number 9780198774723.
    10. Basso, Leonardo J. & Guevara, Cristián Angelo & Gschwender, Antonio & Fuster, Marcelo, 2011. "Congestion pricing, transit subsidies and dedicated bus lanes: Efficient and practical solutions to congestion," Transport Policy, Elsevier, vol. 18(5), pages 676-684, September.
    11. Spears, Steven & Houston, Douglas & Boarnet, Marlon G., 2013. "Illuminating the unseen in transit use: A framework for examining the effect of attitudes and perceptions on travel behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 58(C), pages 40-53.
    12. Steg, Linda, 2005. "Car use: lust and must. Instrumental, symbolic and affective motives for car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 147-162.
    13. Guiver, J.W., 2007. "Modal talk: Discourse analysis of how people talk about bus and car travel," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(3), pages 233-248, March.
    14. Roger Mackett, 2003. "Why do people use their cars for short trips?," Transportation, Springer, vol. 30(3), pages 329-349, August.
    15. Tertoolen, Gerard & van Kreveld, Dik & Verstraten, Ben, 1998. "Psychological resistance against attempts to reduce private car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(3), pages 171-181, April.
    16. Wall, Graham & McDonald, Mike, 2007. "Improving bus service quality and information in Winchester," Transport Policy, Elsevier, vol. 14(2), pages 165-179, March.
    17. Abrantes, Pedro A.L. & Wardman, Mark R., 2011. "Meta-analysis of UK values of travel time: An update," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(1), pages 1-17, January.
    18. Chandra R. Bhat, 2000. "Incorporating Observed and Unobserved Heterogeneity in Urban Work Travel Mode Choice Modeling," Transportation Science, INFORMS, vol. 34(2), pages 228-238, May.
    19. Satoshi Fujii & Ryuichi Kitamura, 2003. "What does a one-month free bus ticket do to habitual drivers? An experimental analysis of habit and attitude change," Transportation, Springer, vol. 30(1), pages 81-95, February.
    20. Kain, John F. & Liu, Zvi, 1999. "Secrets of success: assessing the large increases in transit ridership achieved by Houston and San Diego transit providers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 33(7-8), pages 601-624.
    21. Angelo Antoci & Simone Borghesi & Gerardo Marletto, 2012. "To drive or not to drive? A simple evolutionary model," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2012(2), pages 31-47.
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    Cited by:

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    2. Ahmed Daqrouq & Ardeshir Anjomani, 2019. "Public Transit Ridership and Car-Oriented Cities: The Case of the Dallas Region," Economies, MDPI, vol. 7(3), pages 1-17, August.

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    Keywords

    Commuter choices; Transportation; Evolutionary dynamics; Environmental policy;
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