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Race-Specific Agglomeration Economies: Social Distance and the Black-White Wage Gap

  • Elizabeth Ananat

    (Duke University)

  • Shihe Fu

    (Xiamen University)

  • Stephen L. Ross

    (University of Connecticut)

We demonstrate a striking but previously unnoticed relationship between city size and the black-white wage gap, with the gap increasing by 2.5% for every million-person increase in urban population. We then look within cities and document that wages of blacks rise less with agglomeration in the workplace location, measured as employment density per square kilometer, than do white wages. This pattern holds even though our method allows for non-parametric controls for the effects of age, education, and other demographics on wages, for unobserved worker skill as proxied by residential location, and for the return to agglomeration to vary across those demographics, industry, occupation and metropolitan areas. We find that an individual’s wage return to employment density rises with the share of workers in their work location who are of their own race. We observe similar patterns for human capital externalities as measured by share workers with a college education. We also find parallel results for firm productivity by employment density and share college-educated using firm racial composition in a sample of manufacturing firms. These findings are consistent with the possibility that blacks, and black majority firms, receive lower returns to agglomeration because such returns operate within race, and blacks have fewer same-race peers and fewer highly-educated same-race peers at work from whom to enjoy spillovers than do whites. Data on self-reported social networks in the General Social Survey provide further evidence consistent with this mechanism, showing that blacks feel less close to whites than do whites, even when they work exclusively with whites. We conclude that social distance between blacks and whites preventing shared benefits from agglomeration is a significant contributor to overall black-white wage disparities.

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Paper provided by University of Connecticut, Department of Economics in its series Working papers with number 2013-08.

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Length: 47 pages
Date of creation: Mar 2013
Date of revision:
Handle: RePEc:uct:uconnp:2013-08
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  1. Judith Hellerstein & David Neumark & Melissa McInerney, 2007. "Spatial Mismatch or Racial Mismatch?," Working Papers 07-16, Center for Economic Studies, U.S. Census Bureau.
  2. Patrick Bayer & Stephen L. Ross & Giorgio Topa, 2004. "Place of Work and Place of Residence: Informal Hiring Networks and Labor Market Outcomes," Working papers 2004-07, University of Connecticut, Department of Economics, revised Oct 2005.
  3. William Kerr & Shihe Fu, 2008. "The survey of industrial R&D—patent database link project," The Journal of Technology Transfer, Springer, vol. 33(2), pages 173-186, April.
  4. Glenn Ellison & Edward L. Glaeser & William Kerr, 2007. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," NBER Working Papers 13068, National Bureau of Economic Research, Inc.
  5. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
  6. Judith K. Hellerstein & Melissa McInerney & David Neumark, 2008. "Neighbors And Co-Workers: The Importance Of Residential Labor Market Networks," NBER Working Papers 14201, National Bureau of Economic Research, Inc.
  7. Edin, Per-Anders & Fredriksson, Peter & Åslund, Olof, 2000. "Ethnic Enclaves and the Economic Success of Immigrants - Evidence from a Natural Experiment," Working Paper Series 2000:21, Uppsala University, Department of Economics.
  8. Dan Black & Amelia Haviland & Seth Sanders & Lowell Taylor, 2006. "Why Do Minority Men Earn Less? A Study of Wage Differentials among the Highly Educated," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 300-313, May.
  9. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-in-Differences Estimates?," The Quarterly Journal of Economics, MIT Press, vol. 119(1), pages 249-275, February.
  10. Damm, Anna Piil, 2006. "Ethnic Enclaves and Immigrant Labour Market Outcomes: Quasi-Experimental Evidence," Working Papers 06-4, University of Aarhus, Aarhus School of Business, Department of Economics.
  11. Yannis M. Ioannides & Linda Datcher Loury, 2004. "Job Information Networks, Neighborhood Effects, and Inequality," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1056-1093, December.
  12. Hellerstein, Judith K & Neumark, David & Troske, Kenneth R, 1999. "Wages, Productivity, and Worker Characteristics: Evidence from Plant-Level Production Functions and Wage Equations," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 409-46, July.
  13. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
  14. David Card & Jesse Rothstein, 2005. "Racial Segregation and the Black-White Test Score Gap," Working Papers 93, Princeton University, Department of Economics, Center for Economic Policy Studies..
  15. Di Addario, Sabrina & Patacchini, Eleonora, 2008. "Wages and the City. Evidence from Italy," Labour Economics, Elsevier, vol. 15(5), pages 1040-1061, October.
  16. Enrico Moretti, 2004. "Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions," American Economic Review, American Economic Association, vol. 94(3), pages 656-690, June.
  17. Antonio Ciccone & Giovanni Peri, 2006. "Identifying Human-Capital Externalities: Theory with Applications," Review of Economic Studies, Oxford University Press, vol. 73(2), pages 381-412.
  18. Wheaton, William C. & Lewis, Mark J., 2002. "Urban Wages and Labor Market Agglomeration," Journal of Urban Economics, Elsevier, vol. 51(3), pages 542-562, May.
  19. Kevin Lang & Michael Manove, 2006. "Education and Labor-Market Discrimination," NBER Working Papers 12257, National Bureau of Economic Research, Inc.
  20. Fu, Shihe, 2007. "Smart Cafe Cities: Testing human capital externalities in the Boston metropolitan area," Journal of Urban Economics, Elsevier, vol. 61(1), pages 86-111, January.
  21. Audretsch, David B & Feldman, Maryann P, 1998. "Innovation in Cities: Science-Based Diversity, Specialization and Localized Competition," CEPR Discussion Papers 1980, C.E.P.R. Discussion Papers.
  22. Armin Falk & Andrea Ichino, 2006. "Clean Evidence on Peer Effects," Journal of Labor Economics, University of Chicago Press, vol. 24(1), pages 39-58, January.
  23. Vernon Henderson, 2001. "Marshall's Scale Economies," Working Papers 01-17, Center for Economic Studies, U.S. Census Bureau.
  24. Gilles Duranton & Diego Puga, 2000. "Nursery Cities: Urban Diversity, Process Innovation and the Life-Cycle of Products," CEP Discussion Papers dp0445, Centre for Economic Performance, LSE.
  25. Stephen G. Donald & Kevin Lang, 2007. "Inference with Difference-in-Differences and Other Panel Data," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 221-233, May.
  26. Imran Rasul & Iwan Barankay & Orana Bandiera, 2005. "Social preferences and the response to incentives: Evidence from personnel data," Natural Field Experiments 00212, The Field Experiments Website.
  27. David M. Cutler & Edward L. Glaeser, 1995. "Are Ghettos Good or Bad?," NBER Working Papers 5163, National Bureau of Economic Research, Inc.
  28. William R. Kerr, 2008. "Ethnic Scientific Communities and International Technology Diffusion," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 518-537, August.
  29. Shihe Fu & Stephen Ross, 2010. "Wage Premia in Employment Clusters: How Important is Worker Heterogeneity?," Working Papers 2011-027, Human Capital and Economic Opportunity Working Group.
  30. Yankow, Jeffrey J., 2006. "Why do cities pay more? An empirical examination of some competing theories of the urban wage premium," Journal of Urban Economics, Elsevier, vol. 60(2), pages 139-161, September.
  31. Stuart S. Rosenthal & William C. Strange, 1999. "Geography, Industrial Organization, and Agglomeration," Center for Policy Research Working Papers 14, Center for Policy Research, Maxwell School, Syracuse University.
  32. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-40, June.
  33. Wheeler, Christopher H, 2001. "Search, Sorting, and Urban Agglomeration," Journal of Labor Economics, University of Chicago Press, vol. 19(4), pages 879-99, October.
  34. Elizabeth Oltmans Ananat, 2011. "The Wrong Side(s) of the Tracks: The Causal Effects of Racial Segregation on Urban Poverty and Inequality," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 34-66, April.
  35. De Paola, Maria, 2010. "Absenteeism and peer interaction effects: Evidence from an Italian Public Institute," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 39(3), pages 420-428, June.
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