IDEAS home Printed from https://ideas.repec.org/p/bdm/wpaper/2025-09.html
   My bibliography  Save this paper

Better or worse job accessibility? Understanding changes in spatial mismatch: evidence from Medellín, Colombia

Author

Listed:
  • David Bernal
  • Gustavo A. García
  • Jorge Pérez Pérez

Abstract

We propose a methodology to calculate the mismatch between places of work and places of residence that incorporates monetary and opportunity transportation costs while correcting for possible overestimation of job accessibility. This methodology enables the analysis of spatiotemporal changes in spatial mismatch without discarding data from spatial units that change over time. We apply the methodology to measure spatial mismatch in Medellín, Colombia, for public and private transportation from 2012 to 2017. In line with previous work, our results indicate that including transportation and opportunity costs leads to a more realistic measure of job availability. Despite investments in public transportation and infrastructure, spatial mismatch in Medellín increased between 2012 and 2017. Our analysis shows that job accesibility through private transport decreased more than through public transport, and that the expansion of the latter in Medellín may have mitigated spatial mismatch.

Suggested Citation

  • David Bernal & Gustavo A. García & Jorge Pérez Pérez, 2025. "Better or worse job accessibility? Understanding changes in spatial mismatch: evidence from Medellín, Colombia," Working Papers 2025-09, Banco de México.
  • Handle: RePEc:bdm:wpaper:2025-09
    as

    Download full text from publisher

    File URL: https://www.banxico.org.mx/publications-and-press/banco-de-mexico-working-papers/%7B4A1C4582-7C9D-F473-E002-1C90B1BCF0A0%7D.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Price, Richard & Mills, Edwin, 1985. "Race and residence in earnings determination," Journal of Urban Economics, Elsevier, vol. 17(1), pages 1-18, January.
    2. Mengying Cui & David Levinson, 2019. "Measuring Full Cost Accessibility by Auto," Working Papers 2019-02, University of Minnesota: Nexus Research Group.
    3. Cathy Yang Liu & Gary Painter, 2012. "Immigrant Settlement and Employment Suburbanisation in the US," Urban Studies, Urban Studies Journal Limited, vol. 49(5), pages 979-1002, April.
    4. Ihlanfeldt, Keith R & Sjoquist, David L, 1990. "Job Accessibility and Racial Differences in Youth Employment Rates," American Economic Review, American Economic Association, vol. 80(1), pages 267-276, March.
    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. Leonard, Jonathan S., 1987. "The interaction of residential segregation and employment discrimination," Journal of Urban Economics, Elsevier, vol. 21(3), pages 323-346, May.
    7. Diaz, Ana Maria & Salas, Luz Magdalena, 2020. "Do firms redline workers?," Regional Science and Urban Economics, Elsevier, vol. 83(C).
    8. Keith R. Ihlanfeldt & David L. Sjoquist, 1991. "The Effect of Job Access on Black and White Youth Employment: A Cross-sectional Analysis," Urban Studies, Urban Studies Journal Limited, vol. 28(2), pages 255-265, April.
    9. Bocarejo S., Juan Pablo & Oviedo H., Daniel Ricardo, 2012. "Transport accessibility and social inequities: a tool for identification of mobility needs and evaluation of transport investments," Journal of Transport Geography, Elsevier, vol. 24(C), pages 142-154.
    10. Zanoni, Wladimir & Acevedo, Paloma & Hernández, Hugo, 2022. "Job Market Discrimination against Slum Dwellers in Urban Argentina," IDB Publications (Working Papers) 12122, Inter-American Development Bank.
    11. Zenou, Yves, 2002. "How do firms redline workers?," Journal of Urban Economics, Elsevier, vol. 52(3), pages 391-408, November.
    12. 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.
    13. Antonio Di Paolo & Anna Matas & Josep Lluís Raymond, 2017. "Job accessibility and job-education mismatch in the metropolitan area of Barcelona," Papers in Regional Science, Wiley Blackwell, vol. 96, pages 91-112, March.
    14. Ihlanfeldt Keith R., 1993. "Intra-urban Job Accessibility and Hispanic Youth Employment Rates," Journal of Urban Economics, Elsevier, vol. 33(2), pages 254-271, March.
    15. John J. García & Carlos Esteban Posada & Alejandro Corrales, 2016. "Congestión vehicular en Medellín: una posible solución desde la economía," Documentos de Trabajo de Valor Público 15657, Universidad EAFIT.
    16. Bocarejo, Juan Pablo & Portilla, Ingrid Joanna & Velásquez, Juan Miguel & Cruz, Mónica Natalia & Peña, Andrés & Oviedo, Daniel Ricardo, 2014. "An innovative transit system and its impact on low income users: the case of the Metrocable in Medellín," Journal of Transport Geography, Elsevier, vol. 39(C), pages 49-61.
    17. Vargas, Juan & Brassiolo, Pablo & Sanguinetti, Pablo & Daude, Christian & Goytia, Cynthia & Álvarez, Fernando & Estrada, Ricardo & Fajardo, Gustavo, . "RED 2017. Urban growth and access to opportunities: a challenge for Latin America," Report on Economic Development, CAF Development Bank Of Latinamerica, number 1091, March.
    18. Daniel Oviedo & Lynn Scholl & Marco Innao & Lauramaria Pedraza, 2019. "Do Bus Rapid Transit Systems Improve Accessibility to Job Opportunities for the Poor? The Case of Lima, Peru," Sustainability, MDPI, vol. 11(10), pages 1-24, May.
    19. David T. Ellwood, 1986. "The Spatial Mismatch Hypothesis: Are There Teenage Jobs Missing in the Ghetto?," NBER Chapters, in: The Black Youth Employment Crisis, pages 147-190, National Bureau of Economic Research, Inc.
    20. Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Yingjie Feng, 2025. "Binscatter regressions," Stata Journal, StataCorp LLC, vol. 25(1), pages 3-50, March.
      • Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Yingjie Feng, 2019. "Binscatter Regressions," Papers 1902.09615, arXiv.org, revised Jul 2024.
    21. Gaduh, Arya & Gračner, Tadeja & Rothenberg, Alexander D., 2022. "Life in the slow lane: Unintended consequences of public transit in Jakarta," Journal of Urban Economics, Elsevier, vol. 128(C).
    22. Hernandez, Diego & Hansz, Martin & Massobrio, Renzo, 2020. "Job accessibility through public transport and unemployment in Latin America: The case of Montevideo (Uruguay)," Journal of Transport Geography, Elsevier, vol. 85(C).
    23. Thomas J. Cooke & Stephen L. Ross, 1999. "Sample Selection Bias in Models of Commuting Time," Urban Studies, Urban Studies Journal Limited, vol. 36(9), pages 1597-1611, August.
    24. Donald S. Houston, 2005. "Methods to Test the Spatial Mismatch Hypothesis," Economic Geography, Taylor & Francis Journals, vol. 81(4), pages 407-434, October.
    25. John J. García & Carlos E. Posada & Alejandro Corrales, 2016. "Congestión vehicular en Medellín: una posible solución desde la economía," Coyuntura Económica, Fedesarrollo, vol. 46(1), pages 175-207.
    26. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
    27. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    28. Ana Mar�a Fern�ndez-Maldonado & Arie Romein & Otto Verkoren & Renata Parente Paula Pessoa, 2014. "Polycentric Structures in Latin American Metropolitan Areas: Identifying Employment Sub-centres," Regional Studies, Taylor & Francis Journals, vol. 48(12), pages 1954-1971, December.
    29. 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)

    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. Liping Wang & Cifang Wu & Songnian Zhao, 2022. "A Review of Spatial Mismatch Research: Empirical Debate, Theoretical Evolution and Connotation Expansion," Land, MDPI, vol. 11(7), pages 1-16, July.
    2. Laurent Gobillon & Harris Selod & Yves Zenou, 2007. "The Mechanisms of Spatial Mismatch," Urban Studies, Urban Studies Journal Limited, vol. 44(12), pages 2401-2427, November.
    3. Laurent Gobillon & Harris Selod & Yves Zenou, 2002. "Spatial Mismatch : From the Hypothesis of the Theories," Working Papers 2002-57, Center for Research in Economics and Statistics.
    4. repec:cdl:uctcwp:qt3z30725t is not listed on IDEAS
    5. Valerie Preston & Sara McLafferty, 1999. "articles: Spatial mismatch research in the 1990s: progress and potential," Papers in Regional Science, Springer;Regional Science Association International, vol. 78(4), pages 387-402.
    6. Katherine M. O'Regan & John M. Quigley, 1996. "Spatial effects upon employment outcomes: the case of New Jersey teenagers," New England Economic Review, Federal Reserve Bank of Boston, issue May, pages 41-64.
    7. Rogers, Cynthia L., 1997. "Job Search and Unemployment Duration: Implications for the Spatial Mismatch Hypothesis," Journal of Urban Economics, Elsevier, vol. 42(1), pages 109-132, July.
    8. repec:cdl:bphupl:qt94s780fq is not listed on IDEAS
    9. Jens Otto Ludwig & Greg Duncan & Joshua C. Pinkston, 2000. "Neighborhood Effects on Economic Self-Sufficiency: Evidence from a Randomized Housing-Mobility Experiment," JCPR Working Papers 159, Northwestern University/University of Chicago Joint Center for Poverty Research.
    10. Silver, Kelli & Lopes, André & Vale, David & da Costa, Nuno Marques, 2023. "The inequality effects of public transport fare: The case of Lisbon's fare reform," Journal of Transport Geography, Elsevier, vol. 112(C).
    11. Baum, Charles L., 2009. "The effects of vehicle ownership on employment," Journal of Urban Economics, Elsevier, vol. 66(3), pages 151-163, November.
    12. Weinberg, Bruce A., 2000. "Black Residential Centralization and the Spatial Mismatch Hypothesis," Journal of Urban Economics, Elsevier, vol. 48(1), pages 110-134, July.
    13. Brueckner, Jan K. & Martin, Richard W., 1997. "Spatial mismatch: An equilibrium analysis," Regional Science and Urban Economics, Elsevier, vol. 27(6), pages 693-714, November.
    14. Gary Painter & Cathy Yang Liu & Duan Zhuang, 2007. "Immigrants and the Spatial Mismatch Hypothesis: Employment Outcomes among Immigrant Youth in Los Angeles," Urban Studies, Urban Studies Journal Limited, vol. 44(13), pages 2627-2649, December.
    15. Brian D. Taylor & Paul M. Ong, 1995. "Spatial Mismatch or Automobile Mismatch? An Examination of Race, Residence and Commuting in US Metropolitan Areas," Urban Studies, Urban Studies Journal Limited, vol. 32(9), pages 1453-1473, November.
    16. 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.
    17. Pinto, Santiago M., 2002. "Residential Choice, Mobility, and the Labor Market," Journal of Urban Economics, Elsevier, vol. 51(3), pages 469-496, May.
    18. Daniel Immergluck, 1998. "Job Proximity and the Urban Employment Problem: Do Suitable Nearby Jobs Improve Neighbourhood Employment Rates?," Urban Studies, Urban Studies Journal Limited, vol. 35(1), pages 7-23, January.
    19. Keith R. Ihlanfeldt & David L. Sjoquist, 1991. "The Effect of Job Access on Black and White Youth Employment: A Cross-sectional Analysis," Urban Studies, Urban Studies Journal Limited, vol. 28(2), pages 255-265, April.
    20. Judith K. Hellerstein & David Neumark, 2011. "Employment in Black Urban Labor Markets: Problems and Solutions," NBER Working Papers 16986, National Bureau of Economic Research, Inc.
    21. David Levinson & Hao Wu, 2020. "Towards a general theory of access," Working Papers 2022-01, University of Minnesota: Nexus Research Group.
    22. Zenou, Yves & Boccard, Nicolas, 2000. "Racial Discrimination and Redlining in Cities," Journal of Urban Economics, Elsevier, vol. 48(2), pages 260-285, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise
    • R42 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Government and Private Investment Analysis; Road Maintenance; Transportation Planning

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:bdm:wpaper:2025-09. 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: Subgerencia de desarrollo de sistemas (email available below). General contact details of provider: https://edirc.repec.org/data/bangvmx.html .

    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.