IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v150y2021icp124-139.html
   My bibliography  Save this article

Modeling regional disparity and the reverse commute

Author

Listed:
  • Davidson, Joshua H.
  • Ryerson, Megan S.

Abstract

This paper measures a) whether the reverse commute – a commute where a worker travels from a home location in the city to a workplace location in the suburbs – is characterized by a uniquely disparate socioeconomic and demographic space between home and workplace, and b) what role greater fragmentation between municipalities in a region might play in this theoretically inequitable circumstance. We employ administrative origin–destination data from the metropolitan Philadelphia, PA area and contemporary dimension reduction methodologies to model the likelihood of an origin destination pair being classified as a reverse commute. Particular attention is given to interactions between socioeconomic and metropolitan fragmentation terms and non-linear specifications of predictor variables. Greater socioeconomic and demographic disparity between home and work geographies is found to uniquely predict the reverse commute. We also find that fragmentation at the metropolitan scale has a multidimensional impact in relation to this socio-economic difference. Together, our findings appear to signal that, while greater regional socioeconomic disparity does indeed correlate with the reverse commute, greater metropolitan fragmentation may not. This portrait highlights new areas for transport research around political fragmentation and makes the case for renewed, equity-oriented policy investment in the reverse commuting problem.

Suggested Citation

  • Davidson, Joshua H. & Ryerson, Megan S., 2021. "Modeling regional disparity and the reverse commute," Transportation Research Part A: Policy and Practice, Elsevier, vol. 150(C), pages 124-139.
  • Handle: RePEc:eee:transa:v:150:y:2021:i:c:p:124-139
    DOI: 10.1016/j.tra.2021.06.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0965856421001531
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tra.2021.06.005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Grengs, Joe, 2010. "Job accessibility and the modal mismatch in Detroit," Journal of Transport Geography, Elsevier, vol. 18(1), pages 42-54.
    2. Stephen M. Calabrese & Dennis N. Epple & Richard E. Romano, 2012. "Inefficiencies from Metropolitan Political and Fiscal Decentralization: Failures of Tiebout Competition," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 1081-1111.
    3. Friedman, Jerome H. & Hastie, Trevor & Tibshirani, Rob, 2010. "Regularization Paths for Generalized Linear Models via Coordinate Descent," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 33(i01).
    4. Daniel G. Chatman & Robert B. Noland, 2014. "Transit Service, Physical Agglomeration and Productivity in US Metropolitan Areas," Urban Studies, Urban Studies Journal Limited, vol. 51(5), pages 917-937, April.
    5. Julia Lane & Bryce Stephens, 2006. "Integrated Employer-Employee Data: New Resources for Regional Data Analysis," International Regional Science Review, , vol. 29(3), pages 264-277, July.
    6. Lingqian Hu, 2017. "Job accessibility and employment outcomes: which income groups benefit the most?," Transportation, Springer, vol. 44(6), pages 1421-1443, November.
    7. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64(5), pages 416-416.
    8. Wachs, Martin & Kumagai, T. Gordon, 1973. "Physical accessibility as a social indicator," Socio-Economic Planning Sciences, Elsevier, vol. 7(5), pages 437-456, October.
    9. Rowangould, Dana & Karner, Alex & London, Jonathan, 2016. "Identifying environmental justice communities for transportation analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 151-162.
    10. Golub, Aaron & Robinson, Glenn & Brendan Nee, Brendan Nee, 2013. "Making accessibility analyses accessible: A tool to facilitate the public review of the effects of regional transportation plans on accessibility," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 6(3), pages 17-28.
    11. Tilahun, Nebiyou & Levinson, David, 2011. "Work and home location: Possible role of social networks," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(4), pages 323-331, May.
    12. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
    13. McKee, Guian A., 2008. "The Problem of Jobs," University of Chicago Press Economics Books, University of Chicago Press, number 9780226560120, September.
    14. John F. Kain, 1968. "Housing Segregation, Negro Employment, and Metropolitan Decentralization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 82(2), pages 175-197.
    15. Harry J. Holzer, 1991. "The Spatial Mismatch Hypothesis: What Has the Evidence Shown?," Urban Studies, Urban Studies Journal Limited, vol. 28(1), pages 105-122, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ryan, Jean & Pereira, Rafael H.M. & Andersson, Magnus, 2023. "Accessibility and space-time differences in when and how different groups (choose to) travel," Journal of Transport Geography, Elsevier, vol. 111(C).
    2. Bi, Hui & Li, Aoyong & Hua, Mingzhuang & Zhu, He & Ye, Zhirui, 2022. "Examining the varying influences of built environment on bike-sharing commuting: Empirical evidence from Shanghai," Transport Policy, Elsevier, vol. 129(C), pages 51-65.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Golub, Aaron & Martens, Karel, 2014. "Using principles of justice to assess the modal equity of regional transportation plans," Journal of Transport Geography, Elsevier, vol. 41(C), pages 10-20.
    3. Fei Li & Christopher Kajetan Wyczalkowski, 2023. "How buses alleviate unemployment and poverty: Lessons from a natural experiment in Clayton County, GA," Urban Studies, Urban Studies Journal Limited, vol. 60(13), pages 2632-2650, October.
    4. Jangik Jin & Kurt Paulsen, 2018. "Does accessibility matter? Understanding the effect of job accessibility on labour market outcomes," Urban Studies, Urban Studies Journal Limited, vol. 55(1), pages 91-115, January.
    5. Lowe, Kate & Mosby, Kim, 2016. "The conceptual mismatch: A qualitative analysis of transportation costs and stressors for low-income adults," Transport Policy, Elsevier, vol. 49(C), pages 1-8.
    6. Cui, Boer & Boisjoly, Geneviève & El-Geneidy, Ahmed & Levinson, David, 2019. "Accessibility and the journey to work through the lens of equity," Journal of Transport Geography, Elsevier, vol. 74(C), pages 269-277.
    7. J. B. Engberg & T. Kim, "undated". "Person or Place? Parametric and semiparametric estimates of intrametropolitan earnings variation," Institute for Research on Poverty Discussion Papers 1089-96, University of Wisconsin Institute for Research on Poverty.
    8. Jacques-François Thisse & Etienne Wasmer & Yves Zenou, 2003. "Ségrégation urbaine, logement et marchés du travail," Revue Française d'Économie, Programme National Persée, vol. 17(4), pages 85-129.
    9. repec:spo:wpecon:info:hdl:2441/8984 is not listed on IDEAS
    10. repec:hal:spmain:info:hdl:2441/9082 is not listed on IDEAS
    11. Huang, Ruihong, 2020. "Transit-based job accessibility and urban spatial structure," Journal of Transport Geography, Elsevier, vol. 86(C).
    12. Miwa Matsuo & Hiroyuki Iseki, 2020. "Giving up Job Search Because I Don't Have a Car: Labor Market Participation and Employment Status Among Single Mothers With and Without Cars," Discussion Paper Series DP2020-07, Research Institute for Economics & Business Administration, Kobe University.
    13. Ward, Chandra & Walsh, Darrell, 2023. "“I just don't go nowhere:” How transportation disadvantage reinforces social exclusion," Journal of Transport Geography, Elsevier, vol. 110(C).
    14. repec:hal:wpspec:info:hdl:2441/8984 is not listed on IDEAS
    15. Grengs, Joe, 2010. "Job accessibility and the modal mismatch in Detroit," Journal of Transport Geography, Elsevier, vol. 18(1), pages 42-54.
    16. Pyrialakou, V. Dimitra & Gkritza, Konstantina & Fricker, Jon D., 2016. "Accessibility, mobility, and realized travel behavior: Assessing transport disadvantage from a policy perspective," Journal of Transport Geography, Elsevier, vol. 51(C), pages 252-269.
    17. Elizabeth Delmelle & Isabelle Nilsson & Providence Adu, 2021. "Poverty Suburbanization, Job Accessibility, and Employment Outcomes," Social Inclusion, Cogitatio Press, vol. 9(2), pages 166-178.
    18. 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.
    19. Jeroen Bastiaanssen & Daniel Johnson & Karen Lucas, 2022. "Does better job accessibility help people gain employment? The role of public transport in Great Britain," Urban Studies, Urban Studies Journal Limited, vol. 59(2), pages 301-322, February.
    20. Zhao, Pengjun & Wan, Jie, 2021. "Land use and travel burden of residents in urban fringe and rural areas: An evaluation of urban-rural integration initiatives in Beijing," Land Use Policy, Elsevier, vol. 103(C).
    21. Boarnet, Marlon G. & Giuliano, Genevieve & Hou, Yuting & Shin, Eun Jin, 2017. "First/last mile transit access as an equity planning issue," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 296-310.
    22. Eun Jin Shin, 2020. "Disparities in access to opportunities across neighborhoods types: a case study from the Los Angeles region," Transportation, Springer, vol. 47(2), pages 475-501, April.
    23. repec:hal:spmain:info:hdl:2441/8984 is not listed on IDEAS
    24. Foth, Nicole & Manaugh, Kevin & El-Geneidy, Ahmed M., 2013. "Towards equitable transit: examining transit accessibility and social need in Toronto, Canada, 1996–2006," Journal of Transport Geography, Elsevier, vol. 29(C), pages 1-10.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transa:v:150:y:2021:i:c:p:124-139. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/547/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.