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Living on a fare: Modeling and quantifying the effects of fare budgets on transit access and equity

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  • Da Silva, Diego
  • Klumpenhouwer, Willem
  • Karner, Alex
  • Robinson, Mitchell
  • Liu, Rick
  • Shalaby, Amer

Abstract

While premium transit modes such as commuter rail can improve access to opportunities, the higher fares that accompany these services create barriers to their use. Fare-sensitive access measures require accurate estimation of fare costs between origins and destinations. They are not often included in public transit access analyses because of data limitations and modeling complexity. In this paper, we introduce a flexible and scalable fare calculator that encodes complex fare structures as permissions or “rules” and is able to estimate an origin-destination fare cost from a transit itinerary produced separately. We leverage this fare calculator to examine how access and equity are impacted by fares across seven major urban areas in the United States. We find that fares can act as a substantial barrier to job access, this barrier is not equitably distributed across sociodemographic groups within and between cities, and changes in transit service due to the Covid-19 pandemic has affected access disparities.

Suggested Citation

  • Da Silva, Diego & Klumpenhouwer, Willem & Karner, Alex & Robinson, Mitchell & Liu, Rick & Shalaby, Amer, 2022. "Living on a fare: Modeling and quantifying the effects of fare budgets on transit access and equity," Journal of Transport Geography, Elsevier, vol. 101(C).
    • Handle: RePEc:eee:jotrge:v:101:y:2022:i:c:s0966692322000710
    DOI: 10.1016/j.jtrangeo.2022.103348
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    as
    1. Lubitow, Amy & Abelson, Miriam J. & Carpenter, Erika, 2020. "Transforming mobility justice: Gendered harassment and violence on transit," Journal of Transport Geography, Elsevier, vol. 82(C).
    2. Fan, Yingling & Guthrie, Andrew & Levinson, David, 2016. "Waiting time perceptions at transit stops and stations: Effects of basic amenities, gender, and security," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 251-264.
    3. Michael J. Smart & Nicholas J. Klein, 2020. "Disentangling the role of cars and transit in employment and labor earnings," Transportation, Springer, vol. 47(3), pages 1275-1309, June.
    4. Owen, Andrew & Levinson, David M., 2015. "Modeling the commute mode share of transit using continuous accessibility to jobs," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 110-122.
    5. El-Geneidy, Ahmed & Levinson, David & Diab, Ehab & Boisjoly, Genevieve & Verbich, David & Loong, Charis, 2016. "The cost of equity: Assessing transit accessibility and social disparity using total travel cost," Transportation Research Part A: Policy and Practice, Elsevier, vol. 91(C), pages 302-316.
    6. Abdelwahab, Bilal & Palm, Matthew & Shalaby, Amer & Farber, Steven, 2021. "Evaluating the equity implications of ridehailing through a multi-modal accessibility framework," Journal of Transport Geography, Elsevier, vol. 95(C).
    7. Theresa Enright, 2019. "Transit justice as spatial justice: learning from activists," Mobilities, Taylor & Francis Journals, vol. 14(5), pages 665-680, September.
    8. Karner, Alex, 2018. "Assessing public transit service equity using route-level accessibility measures and public data," Journal of Transport Geography, Elsevier, vol. 67(C), pages 24-32.
    9. Merlin, Louis A. & Singer, Matan & Levine, Jonathan, 2021. "Influences on transit ridership and transit accessibility in US urban areas," Transportation Research Part A: Policy and Practice, Elsevier, vol. 150(C), pages 63-73.
    10. Merlin, Louis A. & Hu, Lingqian, 2017. "Does competition matter in measures of job accessibility? Explaining employment in Los Angeles," Journal of Transport Geography, Elsevier, vol. 64(C), pages 77-88.
    11. Grisé, Emily & Boisjoly, Geneviève & Maguire, Meadhbh & El-Geneidy, Ahmed, 2019. "Elevating access: Comparing accessibility to jobs by public transport for individuals with and without a physical disability," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 280-293.
    12. Wachs, Martin & Kumagai, T. Gordon, 1973. "Physical accessibility as a social indicator," Socio-Economic Planning Sciences, Elsevier, vol. 7(5), pages 437-456, October.
    13. Karen Lucas & Bert Wee & Kees Maat, 2016. "A method to evaluate equitable accessibility: combining ethical theories and accessibility-based approaches," Transportation, Springer, vol. 43(3), pages 473-490, May.
    14. Tomás Serebrisky & Andrés Gómez‐Lobo & Nicolás Estupiñán & Ramón Muñoz‐Raskin, 2009. "Affordability and Subsidies in Public Urban Transport: What Do We Mean, What Can Be Done?," Transport Reviews, Taylor & Francis Journals, vol. 29(6), pages 715-739, January.
    15. Cooper, Erin & Vanoutrive, Thomas, 2022. "Is accessibility inequality morally relevant?: An exploration using local residents' assessments in Modesto, California," Journal of Transport Geography, Elsevier, vol. 99(C).
    16. Allen, Jeff & Farber, Steven, 2020. "Planning transport for social inclusion: An accessibility-activity participation approach," SocArXiv ap7wh, Center for Open Science.
    17. Rafael H. M. Pereira & Tim Schwanen & David Banister, 2017. "Distributive justice and equity in transportation," Transport Reviews, Taylor & Francis Journals, vol. 37(2), pages 170-191, March.
    18. Klumpenhouwer, Willem & Huang, Wei, 2021. "A flexible framework for measuring accessibility with destination bundling," Journal of Transport Geography, Elsevier, vol. 91(C).
    19. Herszenhut, Daniel & Pereira, Rafael H. M. & da Silva Portugal, Licinio & de Sousa Oliveira, Matheus Henrique, 2021. "The impact of transit monetary costs on transport equity analyses," OSF Preprints e3tac, Center for Open Science.
    20. Mengying Cui & David Levinson, 2020. "Primal and Dual Access," Working Papers 2022-01, University of Minnesota: Nexus Research Group.
    21. Dong Liu & Mei‐Po Kwan, 2020. "Measuring Job Accessibility Through Integrating Travel Time, Transit Fare And Income: A Study Of The Chicago Metropolitan Area," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 111(4), pages 671-685, September.
    22. Arbex, Renato & Cunha, Claudio B., 2020. "Estimating the influence of crowding and travel time variability on accessibility to jobs in a large public transport network using smart card big data," Journal of Transport Geography, Elsevier, vol. 85(C).
    23. Amy Lubitow & Jennifer Rainer & Sasha Bassett, 2017. "Exclusion and vulnerability on public transit: experiences of transit dependent riders in Portland, Oregon," Mobilities, Taylor & Francis Journals, vol. 12(6), pages 924-937, November.
    24. Fransen, Koos & Neutens, Tijs & Farber, Steven & De Maeyer, Philippe & Deruyter, Greet & Witlox, Frank, 2015. "Identifying public transport gaps using time-dependent accessibility levels," Journal of Transport Geography, Elsevier, vol. 48(C), pages 176-187.
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    Cited by:

    1. Yu, Lijie & Cui, Mengying, 2023. "How subway network affects transit accessibility and equity: A case study of Xi'an metropolitan area," Journal of Transport Geography, Elsevier, vol. 108(C).

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    Keywords

    Transit; Fares; Access; Equity; Open data;
    All these keywords.

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