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Spatial distributions of job accessibility, housing rents, and poverty: The case of Nairobi

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  • Nakamura, Shohei
  • Avner, Paolo

Abstract

The inter-connectedness of workers’ residential locations and job opportunities is a key determinant of labor market outcomes. This study provides an analysis of the spatial distributions of job accessibility, housing rents, and poverty in a large African city. In Nairobi, Kenya, workers and jobs are not well connected: On average, residents can access fewer than 10 percent of existing jobs by foot within an hour. Even using a minibus, they can reach only about a quarter of jobs. This study further demonstrates that poorer households and residents living in informal settlements are even more limited. Living closer to job opportunities is costly in Nairobi. Not only are housing quality and living conditions frequently better in such areas, but the high value placed on job accessibility also makes these areas more expensive. This severely affects the residential location choices of low-income households.

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  • 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).
    • Handle: RePEc:eee:jhouse:v:51:y:2021:i:c:s1051137720300796
    DOI: 10.1016/j.jhe.2020.101743
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    1. Atuesta, Laura H. & Ibarra-Olivo, J. Eduardo & Lozano-Gracia, Nancy & Deichmann, Uwe, 2018. "Access to employment and property values in Mexico," Regional Science and Urban Economics, Elsevier, vol. 70(C), pages 142-154.
    2. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    3. 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.
    4. Julia Bird & Piero Montebruno & Tanner Regan, 2017. "Life in a slum: understanding living conditions in Nairobi’s slums across time and space," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(3), pages 496-520.
    5. Olof Åslund & John Östh & Yves Zenou, 2010. "How important is access to jobs? Old question--improved answer," Journal of Economic Geography, Oxford University Press, vol. 10(3), pages 389-422, May.
    6. Lucci, Paula & Bhatkal, Tanvi & Khan, Amina, 2018. "Are we underestimating urban poverty?," World Development, Elsevier, vol. 103(C), pages 297-310.
    7. Stewart, Anson F. & Zegras, P. Christopher, 2016. "CoAXs: A Collaborative Accessibility-based Stakeholder Engagement System for communicating transport impacts," Research in Transportation Economics, Elsevier, vol. 59(C), pages 423-433.
    8. Malpezzi, Stephen, 1998. "Welfare analysis of rent control with side payments: a natural experiment in Cairo, Egypt1," Regional Science and Urban Economics, Elsevier, vol. 28(6), pages 773-795, November.
    9. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    10. Benjamin Marx & Thomas Stoker & Tavneet Suri, 2013. "The Economics of Slums in the Developing World," Journal of Economic Perspectives, American Economic Association, vol. 27(4), pages 187-210, Fall.
    11. Benjamin Marx & Thomas M. Stoker & Tavneet Suri, 2019. "There Is No Free House: Ethnic Patronage in a Kenyan Slum," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 36-70, October.
    12. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    13. Sumila Gulyani & Ellen M. Bassett & Debabrata Talukdar, 2012. "Living Conditions, Rents, and Their Determinants in the Slums of Nairobi and Dakar," Land Economics, University of Wisconsin Press, vol. 88(2), pages 251-274.
    14. Kelejian, Harry H & Prucha, Ingmar R, 1999. "A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(2), pages 509-533, May.
    15. World Bank, 2016. "Kenya Urbanization Review," World Bank Publications - Reports 23753, The World Bank Group.
    16. Williams, Sarah & White, Adam & Waiganjo, Peter & Orwa, Daniel & Klopp, Jacqueline, 2015. "The digital matatu project: Using cell phones to create an open source data for Nairobi's semi-formal bus system," Journal of Transport Geography, Elsevier, vol. 49(C), pages 39-51.
    17. Emmanuel Jimenez, 1983. "The Magnitude and Determinants of Home Improvement in Self-Help Housing: Manila's Tondo Project," Land Economics, University of Wisconsin Press, vol. 59(1), pages 70-83.
    18. Daniere, Amrita G., 1994. "Estimating willingness-to-pay for housing attributes an application to Cairo and Manila," Regional Science and Urban Economics, Elsevier, vol. 24(5), pages 577-599, October.
    19. 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.
    20. Kaufmann, Daniel & Quigley, John M., 1987. "The consumption benefits of investment in infrastructure : The evaluation of sites-and-services programs in underdeveloped countries," Journal of Development Economics, Elsevier, vol. 25(2), pages 263-284, April.
    21. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
    22. World Bank, 2018. "Kenya Gender and Poverty Assessment 2015-2016," World Bank Publications - Reports 31285, The World Bank Group.
    23. Laura O. Taylor, 2008. "Theoretical Foundations and Empirical Developments in Hedonic Modeling," Springer Books, in: Andrea Baranzini & José Ramirez & Caroline Schaerer & Philippe Thalmann (ed.), Hedonic Methods in Housing Markets, chapter 1, pages 15-37, Springer.
    24. Bundervoet,Tom & Maiyo,Laban & Sanghi,Apurva, 2015. "Bright Lights, Big Cities : measuring national and subnational economic growth in Africa from outer space, with an application to Kenya and Rwanda," Policy Research Working Paper Series 7461, The World Bank.
    25. Nakamura, Shohei, 2017. "Tenure Security Premium in Informal Housing Markets: A Spatial Hedonic Analysis," World Development, Elsevier, vol. 89(C), pages 184-198.
    26. Friedman, Joseph & Jimenez, Emmanuel & Mayo, Stephen K., 1988. "The demand for tenure security in developing countries," Journal of Development Economics, Elsevier, vol. 29(2), pages 185-198, September.
    27. 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.
    28. Jimenez, Emmanuel, 1984. "Tenure Security and Urban Squatting," The Review of Economics and Statistics, MIT Press, vol. 66(4), pages 556-567, November.
    29. Avner,Paolo & Lall,Somik V., 2016. "Matchmaking in Nairobi : the role of land use," Policy Research Working Paper Series 7904, The World Bank.
    30. Henderson, Vernon & Venables, Anthony J. & Regan, Tanner & Samsonov, Ilia, 2016. "Building functional cities," LSE Research Online Documents on Economics 66832, London School of Economics and Political Science, LSE Library.
    31. Ivan Turok & Jackie Borel-Saladin, 2018. "The theory and reality of urban slums: Pathways-out-of-poverty or cul-de-sacs?," Urban Studies, Urban Studies Journal Limited, vol. 55(4), pages 767-789, March.
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    More about this item

    Keywords

    Job accessibility; Urban poverty; Slums; Urban planning; Housing rent;
    All these keywords.

    JEL classification:

    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure

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