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Ethnic Differentials on the Labor Market in the Presence of Asymmetric Spatial Sorting : Set Identification and Estimation

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  • Roland Rathelot

    (CREST)

Abstract

This paper aims to isolate the ethnic gap on the labor market that can be attributed to ethnicity and not to differences in individual characteristics or residential location. Controlling for residential location is important as ethnic minorities often live in distressed neighborhoods. It is also challenging because spatial sorting is likely to differ across ethnicities because of labor- or housing-market discrimination. This paper shows that controlling for neighborhoods and observed individual characteristics fails to pro-vide a consistent estimate for the component of the gap accountable to ethnicity only. However, under some assumptions, the quantity of interest is set identified even when heterogeneous sorting patterns across ethnicities are allowed for and the set estimate can still be informative. A two-step estimation method is presented and applied to explain the ethnic employment differential in France, between French individuals of North African ancestry and those with non-immigrant parents. Most of the gap is not due to differences in residential location or individual characteristics, but rather to ethnicity itself

Suggested Citation

  • Roland Rathelot, 2014. "Ethnic Differentials on the Labor Market in the Presence of Asymmetric Spatial Sorting : Set Identification and Estimation," Working Papers 2014-09, Center for Research in Economics and Statistics.
  • Handle: RePEc:crs:wpaper:2014-09
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    References listed on IDEAS

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    1. Zenou,Yves, 2009. "Urban Labor Economics," Cambridge Books, Cambridge University Press, number 9780521875387.
    2. Alessandra Fogli & Raquel Fernandez, 2009. "Culture: An Empirical Investigation of Beliefs, Work, and Fertility," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 146-177, January.
    3. Per-Anders Edin & Peter Fredriksson & Olof Åslund, 2003. "Ethnic Enclaves and the Economic Success of Immigrants—Evidence from a Natural Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 118(1), pages 329-357.
    4. Joseph A Ritter & Lowell J Taylor, 2011. "Racial Disparity in Unemployment," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 30-42, February.
    5. Gobillon, Laurent & Rupert, Peter & Wasmer, Etienne, 2014. "Ethnic unemployment rates and frictional markets," Journal of Urban Economics, Elsevier, vol. 79(C), pages 108-120.
    6. Robert W. Fairlie & William A. Sundstrom, 1999. "The Emergence, Persistence, and Recent Widening of the Racial Unemployment Gap," ILR Review, Cornell University, ILR School, vol. 52(2), pages 252-270, January.
    7. Montgomery, James D, 1991. "Social Networks and Labor-Market Outcomes: Toward an Economic Analysis," American Economic Review, American Economic Association, vol. 81(5), pages 1407-1418, December.
    8. Zenou,Yves, 2009. "Urban Labor Economics," Cambridge Books, Cambridge University Press, number 9780521875387, October.
    9. Hugo Ñopo, 2008. "Matching as a Tool to Decompose Wage Gaps," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 290-299, May.
    10. Romain Aeberhardt & Denis Fougère & Julien Pouget & Roland Rathelot, 2010. "Wages and employment of French workers with African origin," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(3), pages 881-905, June.
    11. Zenou, Yves, 2002. "How do firms redline workers?," Journal of Urban Economics, Elsevier, vol. 52(3), pages 391-408, November.
    12. Patrick Bayer & Stephen L. Ross & Giorgio Topa, 2008. "Place of Work and Place of Residence: Informal Hiring Networks and Labor Market Outcomes," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 1150-1196, December.
    13. Roland Rathelot, 2012. "Measuring Segregation When Units are Small: A Parametric Approach," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(4), pages 546-553, June.
    14. Emmanuel Duguet & Noam Leandri & Yannick L'horty & Pascale Petit, 2010. "Are Young French Jobseekers of Ethnic Immigrant Origin Discriminated Against? A Controlled Experiment in the Paris Area," Annals of Economics and Statistics, GENES, issue 99-100, pages 187-215.
    15. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, Oxford University Press, vol. 118(2), pages 549-599.
    16. Laurent Gobillon & Harris Selod, 2007. "The Effects of Segregation and Spatial Mismatch on Unemployment : Evidence from France," Working Papers 2007-04, Center for Research in Economics and Statistics.
    17. Hellerstein, Judith K. & Neumark, David & McInerney, Melissa, 2008. "Spatial mismatch or racial mismatch?," Journal of Urban Economics, Elsevier, vol. 64(2), pages 464-479, September.
    18. Antoni Calvó-Armengol & Matthew O. Jackson, 2004. "The Effects of Social Networks on Employment and Inequality," American Economic Review, American Economic Association, vol. 94(3), pages 426-454, June.
    19. Alberto Abadie & Guido W. Imbens, 2008. "On the Failure of the Bootstrap for Matching Estimators," Econometrica, Econometric Society, vol. 76(6), pages 1537-1557, November.
    20. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    21. Zenou, Yves & Boccard, Nicolas, 2000. "Racial Discrimination and Redlining in Cities," Journal of Urban Economics, Elsevier, vol. 48(2), pages 260-285, September.
    22. 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.
    23. Givord, Pauline & Rathelot, Roland & Sillard, Patrick, 2013. "Place-based tax exemptions and displacement effects: An evaluation of the Zones Franches Urbaines program," Regional Science and Urban Economics, Elsevier, vol. 43(1), pages 151-163.
    24. repec:adr:anecst:y:2010:i:99-100:p:09 is not listed on IDEAS
    25. Dan Black & Natalia Kolesnikova & Seth Sanders & Lowell Taylor, 2013. "The role of location in evaluating racial wage disparity," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-18, December.
    26. David M. Cutler & Edward L. Glaeser, 1997. "Are Ghettos Good or Bad?," The Quarterly Journal of Economics, Oxford University Press, vol. 112(3), pages 827-872.
    27. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    28. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-895, October.
    29. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," Review of Economic Studies, Oxford University Press, vol. 65(2), pages 261-294.
    30. John F. Kain, 1968. "Housing Segregation, Negro Employment, and Metropolitan Decentralization," The Quarterly Journal of Economics, Oxford University Press, vol. 82(2), pages 175-197.
    31. Giorgio Topa, 2001. "Social Interactions, Local Spillovers and Unemployment," Review of Economic Studies, Oxford University Press, vol. 68(2), pages 261-295.
    32. Abowd, John M & Killingsworth, Mark R, 1984. "Do Minority-White Unemployment Differences Really Exist?," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(1), pages 64-72, January.
    33. Eddelbuettel, Dirk & Francois, Romain, 2011. "Rcpp: Seamless R and C++ Integration," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 40(i08).
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    Cited by:

    1. Gobillon, Laurent & Rupert, Peter & Wasmer, Etienne, 2014. "Ethnic unemployment rates and frictional markets," Journal of Urban Economics, Elsevier, vol. 79(C), pages 108-120.
    2. Picard, Pierre M. & Zenou, Yves, 2018. "Urban spatial structure, employment and social ties," Journal of Urban Economics, Elsevier, vol. 104(C), pages 77-93.
    3. Romain Aeberhardt & Élise Coudin & Roland Rathelot, 2017. "The heterogeneity of ethnic employment gaps," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(1), pages 307-337, January.
    4. Yann Algan & Thierry Mayer & Mathias Thoenig, 2013. "The Economic Incentives of Cultural Transmission: Spatial Evidence from Naming Patterns across France," Sciences Po publications info:hdl:2441/bakbbitll86, Sciences Po.
    5. Martin Abel, 2017. "Labor market discrimination and sorting: Evidence from South Africa," SALDRU Working Papers 205, Southern Africa Labour and Development Research Unit, University of Cape Town.
    6. Haley McAvay, 2018. "How Durable Are Ethnoracial Segregation and Spatial Disadvantage? Intergenerational Contextual Mobility in France," Demography, Springer;Population Association of America (PAA), vol. 55(4), pages 1507-1545, August.
    7. Yann Algan & Thierry Mayer & Mathias Thoenig, 2013. "The Economic Incentives of Cultural Transmission: Spatial Evidence from Naming Patterns across France," Sciences Po publications info:hdl:2441/bakbbitll86, Sciences Po.
    8. Yann Algan & Thierry Mayer & Mathias Thoenig, 2013. "The Economic Incentives of Cultural Transmission: Spatial Evidence from Naming Patterns across France," Sciences Po publications info:hdl:2441/bakbbitll86, Sciences Po.
    9. Gobillon, Laurent & Rupert, Peter & Wasmer, Etienne, 2014. "Ethnic unemployment rates and frictional markets," Journal of Urban Economics, Elsevier, vol. 79(C), pages 108-120.

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    More about this item

    Keywords

    ethnic employment gaps; spatial sorting; set identification; discrimination; spatial mismatch;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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