IDEAS home Printed from https://ideas.repec.org/a/eee/jotrge/v90y2021ics0966692320310073.html
   My bibliography  Save this article

The suburbanization of poverty and changes in access to public transportation in the Triangle Region, NC

Author

Listed:
  • Liu, Chang
  • Bardaka, Eleni

Abstract

During the last 50 years, a number of economic forces led to noteworthy changes in the geography of poverty in the US. Employment decentralization and lack of affordable housing have resulted in many low-income households migrating to suburban areas, and as of today, the majority of the low-income population of metropolitan regions resides in the suburbs. Focusing on the Triangle Region, NC, this study systematically explores the changes in the geography of poverty and transit access over time to better understand how accessibility to transit has changed for the low-income residents. Spatial panel data models are also estimated to investigate the relationship between poverty and transit access at the neighborhood level and how it varies spatially and temporally, while accounting for unobserved heterogeneity and spatial autocorrelation. Results indicate that between 1990 and 2015, the outer-ring suburbs experienced the highest increase in both poverty and transit access, although improvements in transit access were lower in the recently urbanized areas within the outer-ring suburbs. Inner-ring suburbs experienced a substantial rise in poverty rate and low-income population, and a comparable increase in transit access. Central cities remained the areas with the highest poverty rate and transit access in the Triangle Region but experienced smaller changes over time compared to suburban areas. The findings of the econometric analysis suggest that poverty rate and transit access are not significantly related at the neighborhood level when time-invariant unobservable characteristics are accounted for.

Suggested Citation

  • Liu, Chang & Bardaka, Eleni, 2021. "The suburbanization of poverty and changes in access to public transportation in the Triangle Region, NC," Journal of Transport Geography, Elsevier, vol. 90(C).
  • Handle: RePEc:eee:jotrge:v:90:y:2021:i:c:s0966692320310073
    DOI: 10.1016/j.jtrangeo.2020.102930
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0966692320310073
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jtrangeo.2020.102930?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
    ---><---

    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. 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.
    3. Boisjoly, Geneviève & El-Geneidy, Ahmed M., 2017. "How to get there? A critical assessment of accessibility objectives and indicators in metropolitan transportation plans," Transport Policy, Elsevier, vol. 55(C), pages 38-50.
    4. Lingqian Hu, 2015. "Job Accessibility of the Poor in Los Angeles," Journal of the American Planning Association, Taylor & Francis Journals, vol. 81(1), pages 30-45, January.
    5. Jan K. Brueckner & Stuart S. Rosenthal, 2009. "Gentrification and Neighborhood Housing Cycles: Will America's Future Downtowns Be Rich?," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 725-743, November.
    6. Bardaka, Eleni & Delgado, Michael S. & Florax, Raymond J.G.M., 2018. "Causal identification of transit-induced gentrification and spatial spillover effects: The case of the Denver light rail," Journal of Transport Geography, Elsevier, vol. 71(C), pages 15-31.
    7. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    8. Millo, Giovanni & Piras, Gianfranco, 2012. "splm: Spatial Panel Data Models in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 47(i01).
    9. Chandra, Shailesh & Jimenez, Jose & Radhakrishnan, Ramalingam, 2017. "Accessibility evaluations for nighttime walking and bicycling for low-income shift workers," Journal of Transport Geography, Elsevier, vol. 64(C), pages 97-108.
    10. Ahmed El-Geneidy & David Levinson, 2007. "Mapping Accessibility Over Time," Working Papers 200709, University of Minnesota: Nexus Research Group.
    11. Boisjoly, Geneviève & Moreno-Monroy, Ana Isabel & El-Geneidy, Ahmed, 2017. "Informality and accessibility to jobs by public transit: Evidence from the São Paulo Metropolitan Region," Journal of Transport Geography, Elsevier, vol. 64(C), pages 89-96.
    12. Horner, Mark & Downs, Joni, 2014. "Integrating people and place: A density-based measure for assessing accessibility to opportunities," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 7(2), pages 23-40.
    13. Horner, Mark & Downs, Joni, 2014. "Integrating people and place: A density-based measure for assessing accessibility to opportunities," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 7(2), pages 1-18.
    14. Deboosere, Robbin & El-Geneidy, Ahmed, 2018. "Evaluating equity and accessibility to jobs by public transport across Canada," Journal of Transport Geography, Elsevier, vol. 73(C), pages 54-63.
    15. Baltagi, Badi H. & Song, Seuck Heun & Koh, Won, 2003. "Testing panel data regression models with spatial error correlation," Journal of Econometrics, Elsevier, vol. 117(1), pages 123-150, November.
    16. Brian Mikelbank, 2004. "A typology of U.S. suburban places," Housing Policy Debate, Taylor & Francis Journals, vol. 15(4), pages 935-964.
    17. Bardaka, Eleni & Delgado, Michael S. & Florax, Raymond J.G.M., 2019. "A spatial multiple treatment/multiple outcome difference-in-differences model with an application to urban rail infrastructure and gentrification," Transportation Research Part A: Policy and Practice, Elsevier, vol. 121(C), pages 325-345.
    18. 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.
    19. Zuo, Ting & Wei, Heng & Rohne, Andrew, 2018. "Determining transit service coverage by non-motorized accessibility to transit: Case study of applying GPS data in Cincinnati metropolitan area," Journal of Transport Geography, Elsevier, vol. 67(C), pages 1-11.
    20. Dong, Xiaojing & Ben-Akiva, Moshe E. & Bowman, John L. & Walker, Joan L., 2006. "Moving from trip-based to activity-based measures of accessibility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(2), pages 163-180, February.
    21. Glaeser, Edward L. & Kahn, Matthew E. & Rappaport, Jordan, 2008. "Why do the poor live in cities The role of public transportation," Journal of Urban Economics, Elsevier, vol. 63(1), pages 1-24, January.
    22. Alan T. Murray & Rex Davis, 2001. "Equity in Regional Service Provision," Journal of Regional Science, Wiley Blackwell, vol. 41(4), pages 557-600, November.
    23. Cervero, Robert & Round, Alfred & Goldman, Todd & Wu, Kang-Li, 1995. "Rail Access Modes and Catchment Areas for the BART System," University of California Transportation Center, Working Papers qt07k76097, University of California Transportation Center.
    24. Pathak, Rahul & Wyczalkowski, Christopher K. & Huang, Xi, 2017. "Public transit access and the changing spatial distribution of poverty," Regional Science and Urban Economics, Elsevier, vol. 66(C), pages 198-212.
    25. Widener, Michael J. & Farber, Steven & Neutens, Tijs & Horner, Mark, 2015. "Spatiotemporal accessibility to supermarkets using public transit: an interaction potential approach in Cincinnati, Ohio," Journal of Transport Geography, Elsevier, vol. 42(C), pages 72-83.
    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. Pan, Yu & He, Sylvia Y., 2023. "An investigation into the impact of the built environment on the travel mobility gap using mobile phone data," Journal of Transport Geography, Elsevier, vol. 108(C).
    2. Viguié, Vincent & Liotta, Charlotte & Pfeiffer, Basile & Coulombel, Nicolas, 2023. "Can public transport improve accessibility for the poor over the long term? Empirical evidence in Paris, 1968–2010," Journal of Transport Geography, Elsevier, vol. 106(C).
    3. Obregón-Biosca, Saúl A., 2022. "Choice of transport in urban and periurban zones in metropolitan area," Journal of Transport Geography, Elsevier, vol. 100(C).
    4. Ghimire, Subid & Bardaka, Eleni & Monast, Kai & Wang, Juan & Wright, Waugh, 2024. "Policy, management, and operation practices in U.S. microtransit systems," Transport Policy, Elsevier, vol. 145(C), pages 259-278.
    5. Allen, Jeff & Higgins, Christopher D. & Silver, Daniel & Farber, Steven, 2023. "Are low-income residents disproportionately moving away from transit?," Journal of Transport Geography, Elsevier, vol. 110(C).

    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. Sharma, Gajanand & Patil, Gopal R., 2024. "Urban spatial structure and equity for urban services through the lens of accessibility," Transport Policy, Elsevier, vol. 146(C), pages 72-90.
    2. 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.
    3. Boisjoly, Geneviève & Serra, Bernardo & Oliveira, Gabriel T. & El-Geneidy, Ahmed, 2020. "Accessibility measurements in São Paulo, Rio de Janeiro, Curitiba and Recife, Brazil," Journal of Transport Geography, Elsevier, vol. 82(C).
    4. Gabriella Vitorino Guimarães & Tálita Floriano Santos & Vicente Aprigliano Fernandes & Jorge Eliécer Córdoba Maquilón & Marcelino Aurélio Vieira da Silva, 2020. "Assessment for the Social Sustainability and Equity under the Perspective of Accessibility to Jobs," Sustainability, MDPI, vol. 12(23), pages 1-23, December.
    5. 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.
    6. Ibraeva, Anna & Van Wee, Bert & Correia, Gonçalo Homem de Almeida & Pais Antunes, António, 2021. "Longitudinal macro-analysis of car-use changes resulting from a TOD-type project: The case of Metro do Porto (Portugal)," Journal of Transport Geography, Elsevier, vol. 92(C).
    7. Viguié, Vincent & Liotta, Charlotte & Pfeiffer, Basile & Coulombel, Nicolas, 2023. "Can public transport improve accessibility for the poor over the long term? Empirical evidence in Paris, 1968–2010," Journal of Transport Geography, Elsevier, vol. 106(C).
    8. Sharma, Gajanand & Patil, Gopal R., 2021. "Public transit accessibility approach to understand the equity for public healthcare services: A case study of Greater Mumbai," Journal of Transport Geography, Elsevier, vol. 94(C).
    9. 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.
    10. Weckström, Christoffer & Kujala, Rainer & Mladenović, Miloš N. & Saramäki, Jari, 2019. "Assessment of large-scale transitions in public transport networks using open timetable data: case of Helsinki metro extension," Journal of Transport Geography, Elsevier, vol. 79(C), pages 1-1.
    11. Kapatsila, Bogdan & Palacios, Manuel Santana & Grisé, Emily & El-Geneidy, Ahmed, 2023. "Resolving the accessibility dilemma: Comparing cumulative and gravity-based measures of accessibility in eight Canadian cities," Journal of Transport Geography, Elsevier, vol. 107(C).
    12. Trajkovski, Samantha & Zabel, Jeffrey & Schwartz, Amy Ellen, 2021. "Do school buses make school choice work?," Regional Science and Urban Economics, Elsevier, vol. 86(C).
    13. Singer, Matan E. & Cohen-Zada, Aviv L. & Martens, Karel, 2022. "Core versus periphery: Examining the spatial patterns of insufficient accessibility in U.S. metropolitan areas," Journal of Transport Geography, Elsevier, vol. 100(C).
    14. Pasha, Obed & Wyczalkowski, Chris & Sohrabian, Dro & Lendel, Iryna, 2020. "Transit effects on poverty, employment, and rent in Cuyahoga County, Ohio," Transport Policy, Elsevier, vol. 88(C), pages 33-41.
    15. Demidova, Olga, 2021. "Methods of spatial econometrics and evaluation of government programs effectiveness," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 64, pages 107-134.
    16. Elisa Borowski & Alireza Ermagun & David Levinson, 2018. "Disparity of Access: Variations in Transit Service by Race, Ethnicity, Income, and Auto Availability," Working Papers 175, University of Minnesota: Nexus Research Group.
    17. Vitor Pestana Ostrensky & Alexandre Alves Porsse & Leonardo Matsuno da Frota, 2022. "Public transport and gentrification. Evidence from São Paulo metro new stations," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(6), pages 254-269, December.
    18. Legrain, Alexander & Buliung, Ron & El-Geneidy, Ahmed M., 2016. "Travelling fair: Targeting equitable transit by understanding job location, sectorial concentration, and transit use among low-wage workers," Journal of Transport Geography, Elsevier, vol. 53(C), pages 1-11.
    19. Tao, Sui & Cheng, Long & He, Sylvia & Witlox, Frank, 2023. "Examining the non-linear effects of transit accessibility on daily trip duration: A focus on the low-income population," Journal of Transport Geography, Elsevier, vol. 109(C).
    20. Liu, Chengliang & Duan, Dezhong, 2020. "Spatial inequality of bus transit dependence on urban streets and its relationships with socioeconomic intensities: A tale of two megacities in China," Journal of Transport Geography, Elsevier, vol. 86(C).

    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:jotrge:v:90:y:2021:i:c:s0966692320310073. 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: https://www.journals.elsevier.com/journal-of-transport-geography .

    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.