IDEAS home Printed from https://ideas.repec.org/a/eee/jotrge/v112y2023ics0966692323001564.html
   My bibliography  Save this article

The influence of job accessibility on individual labor income: Evidence for the City of Recife, Brazil

Author

Listed:
  • Duarte, Leandro Batista
  • da Mota Silveira Neto, Raul
  • da Silva, Diego Firmino Costa

Abstract

Focused on the city of Recife, the fourth most densely populated state capital in Brazil, this study uses a probit model and precise and unique information about individuals' residential and job locations to estimate the effect of job accessibility on the individual probability of being a low-wage worker. To deal with the potential endogeneity of the job accessibility measure, we consider an instrumental variable based on the historical railways of the city. The results indicate that better job accessibility significantly reduces the chance of being a low-wage worker, and this effect is stronger for individuals using private vehicles than for those using public transport. The evidence indicates that the spatial location of an individual's residence matters for its labor market results and is consistent with the poor functioning of the city's public transport system.

Suggested Citation

  • Duarte, Leandro Batista & da Mota Silveira Neto, Raul & da Silva, Diego Firmino Costa, 2023. "The influence of job accessibility on individual labor income: Evidence for the City of Recife, Brazil," Journal of Transport Geography, Elsevier, vol. 112(C).
  • Handle: RePEc:eee:jotrge:v:112:y:2023:i:c:s0966692323001564
    DOI: 10.1016/j.jtrangeo.2023.103684
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0966692323001564
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jtrangeo.2023.103684?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. Arthur Lewbel & Yingying Dong & Thomas Tao Yang, 2012. "Comparing features of convenient estimators for binary choice models with endogenous regressors," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(3), pages 809-829, August.
    2. Guzman, Luis A. & Oviedo, Daniel & Rivera, Carlos, 2017. "Assessing equity in transport accessibility to work and study: The Bogotá region," Journal of Transport Geography, Elsevier, vol. 58(C), pages 236-246.
    3. Garcia-López, Miquel-Àngel, 2012. "Urban spatial structure, suburbanization and transportation in Barcelona," Journal of Urban Economics, Elsevier, vol. 72(2), pages 176-190.
    4. Stuart S. Rosenthal & William C. Strange, 2003. "Geography, Industrial Organization, and Agglomeration," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 377-393, May.
    5. Peralta Quiros,Tatiana & Kerzhner,Tamara & Avner,Paolo, 2019. "Exploring Accessibility to Employment Opportunities in African Cities : A First Benchmark," Policy Research Working Paper Series 8971, The World Bank.
    6. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    7. Chauvin, Juan Pablo & Glaeser, Edward & Ma, Yueran & Tobio, Kristina, 2017. "What is different about urbanization in rich and poor countries? Cities in Brazil, China, India and the United States," Journal of Urban Economics, Elsevier, vol. 98(C), pages 17-49.
    8. Gilles Duranton & Matthew A. Turner, 2012. "Urban Growth and Transportation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(4), pages 1407-1440.
    9. Ma, Liang & Ye, Runing, 2019. "Does daily commuting behavior matter to employee productivity?," Journal of Transport Geography, Elsevier, vol. 76(C), pages 130-141.
    10. Simon Franklin, 2018. "Location, Search Costs and Youth Unemployment: Experimental Evidence from Transport Subsidies," Economic Journal, Royal Economic Society, vol. 128(614), pages 2353-2379, September.
    11. van Ommeren, Jos N. & Gutiérrez-i-Puigarnau, Eva, 2011. "Are workers with a long commute less productive? An empirical analysis of absenteeism," Regional Science and Urban Economics, Elsevier, vol. 41(1), pages 1-8, January.
    12. Barboza, Matheus H.C. & Carneiro, Mariana S. & Falavigna, Claudio & Luz, Gregório & Orrico, Romulo, 2021. "Balancing time: Using a new accessibility measure in Rio de Janeiro," Journal of Transport Geography, Elsevier, vol. 90(C).
    13. 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.
    14. Moreno-Monroy, Ana I. & Posada, Héctor M., 2018. "The effect of commuting costs and transport subsidies on informality rates," Journal of Development Economics, Elsevier, vol. 130(C), pages 99-112.
    15. Costa, Cayo & Ha, Jaehyun & Lee, Sugie, 2021. "Spatial disparity of income-weighted accessibility in Brazilian Cities: Application of a Google Maps API," Journal of Transport Geography, Elsevier, vol. 90(C).
    16. 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.
    17. Arthur Lewbel & Yingying Dong & Thomas Tao Yang, 2012. "Viewpoint: Comparing features of convenient estimators for binary choice models with endogenous regressors," Canadian Journal of Economics, Canadian Economics Association, vol. 45(3), pages 809-829, August.
    18. Fujita, Masahisa & Ogawa, Hideaki, 1982. "Multiple equilibria and structural transition of non-monocentric urban configurations," Regional Science and Urban Economics, Elsevier, vol. 12(2), pages 161-196, May.
    19. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    20. Nakamura, Shohei & Avner, Paolo, 2021. "Spatial distributions of job accessibility, housing rents, and poverty: The case of Nairobi," Journal of Housing Economics, Elsevier, vol. 51(C).
    21. Nathaniel Baum-Snow, 2007. "Did Highways Cause Suburbanization?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 775-805.
    22. 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.
    23. Robert E. Lucas & Esteban Rossi-Hansberg, 2002. "On the Internal Structure of Cities," Econometrica, Econometric Society, vol. 70(4), pages 1445-1476, July.
    24. 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.
    25. McMillen, Daniel P., 2001. "Nonparametric Employment Subcenter Identification," Journal of Urban Economics, Elsevier, vol. 50(3), pages 448-473, November.
    26. Moreno-Monroy, Ana I. & Ramos, Frederico Roman, 2021. "The impact of public transport expansions on informality: The case of the São Paulo Metropolitan Region," Research in Transportation Economics, Elsevier, vol. 88(C).
    27. Rafael Henrique Moraes Pereira & Tim Schwanen, 2013. "Tempo de Deslocamento Casa - Trabalho no Brasil (1992-2009): Diferenças Entre Regiões Metropolitanas, Níveis de Renda e Sexo," Discussion Papers 1813, Instituto de Pesquisa Econômica Aplicada - IPEA.
    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. Leandro Batista Duarte & Raul da Mota Silveira Neto & Diego Firmino Costa da Silva, 2023. "The relevance of job accessibility to labour market outcomes: Evidence for the São Paulo metropolitan region," Urban Studies, Urban Studies Journal Limited, vol. 60(16), pages 3233-3251, December.
    2. Garcia-López, Miquel-Àngel & Hémet, Camille & Viladecans-Marsal, Elisabet, 2017. "Next train to the polycentric city: The effect of railroads on subcenter formation," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 50-63.
    3. Posada, Héctor M. & García-Suaza, Andres, 2022. "Transit infrastructure and informal housing: Assessing an expansion of Medellín's Metrocable system," Transport Policy, Elsevier, vol. 128(C), pages 209-228.
    4. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    5. Garcia-López, Miquel-Àngel, 2012. "Urban spatial structure, suburbanization and transportation in Barcelona," Journal of Urban Economics, Elsevier, vol. 72(2), pages 176-190.
    6. Miquel-Àngel Garcia-López & Camille Hémet & Elisabet Viladecans-Marsal, 2017. "How does transportation shape intrametropolitan growth? An answer from the Regional Express Rail," Journal of Regional Science, Wiley Blackwell, vol. 57(5), pages 758-780, November.
    7. Garcia-López, Miquel-Àngel & Moreno-Monroy, Ana I., 2018. "Income segregation in monocentric and polycentric cities: Does urban form really matter?," Regional Science and Urban Economics, Elsevier, vol. 71(C), pages 62-79.
    8. Redding, Stephen J. & Turner, Matthew A., 2015. "Transportation Costs and the Spatial Organization of Economic Activity," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1339-1398, Elsevier.
    9. Topa, Giorgio & Zenou, Yves, 2015. "Neighborhood and Network Effects," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 561-624, Elsevier.
    10. Ahlfeldt, Gabriel M. & Barr, Jason, 2022. "The economics of skyscrapers: A synthesis," Journal of Urban Economics, Elsevier, vol. 129(C).
    11. Stef Proost & Jacques-François Thisse, 2019. "What Can Be Learned from Spatial Economics?," Journal of Economic Literature, American Economic Association, vol. 57(3), pages 575-643, September.
    12. Moreno-Monroy, Ana I. & Ramos, Frederico Roman, 2021. "The impact of public transport expansions on informality: The case of the São Paulo Metropolitan Region," Research in Transportation Economics, Elsevier, vol. 88(C).
    13. Akamatsu, Takashi & Mori, Tomoya & Osawa, Minoru & Takayama, Yuki, 2017. "Spatial scale of agglomeration and dispersion: Theoretical foundations and empirical implications," MPRA Paper 80689, University Library of Munich, Germany.
    14. Li, Jing & Li, Liyao & Liu, Shimeng, 2022. "Attenuation of agglomeration economies: Evidence from the universe of Chinese manufacturing firms," Journal of Urban Economics, Elsevier, vol. 130(C).
    15. Gabriel M. Ahlfeldt & Stephen J. Redding & Daniel M. Sturm & Nikolaus Wolf, 2015. "The Economics of Density: Evidence From the Berlin Wall," Econometrica, Econometric Society, vol. 83, pages 2127-2189, November.
    16. Vicente Romero de à vila Serrano, 2019. "The Intrametropolitan Geography of Knowledge-Intensive Business Services (KIBS): A Comparative Analysis of Six European and U.S. City-Regions," Economic Development Quarterly, , vol. 33(4), pages 279-295, November.
    17. William R. Kerr & Scott Duke Kominers, 2015. "Agglomerative Forces and Cluster Shapes," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 877-899, October.
    18. Andres Dominguez & Hernán Enríquez Sierra & Nicolás Cuervo Ballesteros, 2021. "Regional Spatial Structure and Land Use: Evidence from Bogotá and 17 Municipalities," Land, MDPI, vol. 10(9), pages 1-22, August.
    19. Miquel- Àngel Garcia-López, 2012. "Urban spatial structure, suburbanization and transportation in Barcelona," Working Papers 2012/11, Institut d'Economia de Barcelona (IEB).
    20. Gabriel Loumeau, 2020. "Metropolitan Structures," KOF Working papers 20-473, KOF Swiss Economic Institute, ETH Zurich.

    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:112:y:2023:i:c:s0966692323001564. 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.