, Volume 54, Issue 4, pp 1251–1275 | Cite as

Does Black Socioeconomic Mobility Explain Recent Progress Toward Black-White Residential Integration?

  • Robert L. WagmillerJr.
  • Elizabeth Gage-Bouchard
  • Amelia Karraker


Studies of racial residential segregation have found that black-white segregation in U.S. metropolitan areas has declined slowly but steadily since the early 1970s. As of this writing, black-white residential segregation in the United States is approximately 25 % lower than it was in 1970. To identify the sources of this decline, we used individual-level, geocoded data from the Panel Study of Income Dynamics (PSID) to compare the residential attainment of different cohorts of blacks. We analyzed these data using Blinder-Oaxaca regression decomposition techniques that partition the decline in residential segregation among cohorts into the decline resulting from (1) changes in the social and economic characteristics of blacks and (2) changes in the association between blacks’ social and economic characteristics and the level of residential segregation they experience. Our findings show that black cohorts entering adulthood prior to the civil rights movement of the 1960s experienced consistently high levels of residential segregation at middle age, but that cohorts transitioning to adulthood during and after this period of racial progress experienced significantly lower levels of residential segregation. We find that the decline in black-white residential segregation for these later cohorts reflects both their greater social and economic attainment and a strengthening of the association between socioeconomic characteristics and residential segregation. Educational gains for the post–civil rights era cohorts and improved access to integrated neighborhoods for high school graduates and college attendees in these later cohorts were the principal source of improved residential integration over this period.


Residential segregation Spatial assimilation Neighborhoods Cohort analysis Regression decomposition 


  1. Adelman, R. M. (2004). Neighborhood opportunities, race, and class: The black middle class and residential segregation. City & Community, 3, 43–63.CrossRefGoogle Scholar
  2. Adelman, R. M., Tsao, H., Tolnay, S. E., & Crowder, K. D. (2001). Neighborhood disadvantage among racial and ethnic groups: Residential location in 1970 and 1980. Sociological Quarterly, 42, 603–632.CrossRefGoogle Scholar
  3. Alba, R. D., & Logan, J. R. (1991). Variations on two themes: Racial and ethnic patterns in the attainment of suburban residence. Demography, 28, 431–453.CrossRefGoogle Scholar
  4. Alba, R. D., Logan, J. R., & Stults, B. J. (2000). How segregated are middle-class African Americans? Social Problems, 47, 543–558.CrossRefGoogle Scholar
  5. Benston, G. J., & Horsky, D. (1991). The relationship between the demand and supply of home financing and neighborhood characteristics: An empirical study of mortgage redlining. Journal of Financial Services Research, 5, 235–260.CrossRefGoogle Scholar
  6. Blinder, A. S. (1973). Wage discrimination: Reduced form and structural estimates. Journal of Human Resources, 8, 436–455.CrossRefGoogle Scholar
  7. Bobo, L., Schuman, H., & Steeh, C. (1986). Changing racial attitudes toward residential integration. In J. M. Goering (Ed.), Housing desegregation and federal policies (pp. 152–169). Chapel Hill: University of North Carolina Press.Google Scholar
  8. Bobo, L. D. (2001). Racial attitudes and relations at the close of the twentieth century. In N. J. Smelser, W. J. Wilson, & F. Mitchell (Eds.), America becoming: Racial trends and their consequences (Vol. 1, pp. 264–301). Washington, DC: National Academies Press.Google Scholar
  9. Bocian, D., Ernst, K., & Wei, L. (2006). Unfair lending: The effect of race and ethnicity on the price of subprime mortgages. Durham, NC: Center for Responsible Lending. Retrieved from Google Scholar
  10. Charles, C. Z. (2003). The dynamics of racial residential segregation. Annual Review of Sociology, 29, 167–207.CrossRefGoogle Scholar
  11. Choi, S. J., Ondrich, J., & Yinger, J. (2008). Changes in rental housing discrimination since 1989. Cityscape, 10(2), 301–330.Google Scholar
  12. Clark, W. A. V. (1986). Residential segregation in American cities: A review and interpretation. Population Research and Policy Review, 5, 95–127.CrossRefGoogle Scholar
  13. Clark, W. A. V. (1991). Residential preferences and neighborhood racial segregation: A test of the Schelling segregation model. Demography, 28, 1–19.CrossRefGoogle Scholar
  14. Clark, W. A. V. (1992). Residential preferences and residential choices in a multi-ethnic context. Demography, 30, 451–466.CrossRefGoogle Scholar
  15. Clark, W. A. V. (2009). Changing residential preferences across income, education, and age: Findings from the multi-city study of urban inequality. Urban Affairs Review, 44, 334–355.CrossRefGoogle Scholar
  16. DeNavas-Walt, C., & Proctor, B. D. (2014). Income and poverty in the United States: 2013 (Current Population Reports P60-249). Washington, DC: U.S. Government Printing Office.Google Scholar
  17. DeNavas-Walt, C., Proctor, B. D., & Lee, C. H. (2006). Income, poverty, and health insurance coverage in the United States: 2005 (Current Population Reports P60-231). Washington, DC: U.S. Government Printing Office.Google Scholar
  18. Duncan, O. D., & Duncan, B. (1955). Residential distribution and occupational stratification. American Journal of Sociology, 60, 493–505.CrossRefGoogle Scholar
  19. Elder, G. H. (1974). Children of the great depression: Social change in life experience. Oxford, UK: Oxford University Press.Google Scholar
  20. Farley, R., & Frey, W. (1994). Changes in the segregation of whites from blacks during the 1980s: Small steps toward a more integrated society. American Sociological Review, 59, 23–45.CrossRefGoogle Scholar
  21. Farrell, C. R., & Lee, B. (2011). Racial diversity and change in metropolitan neighborhoods. Social Science Research, 4, 1108–1123.CrossRefGoogle Scholar
  22. Fischer, C. S., Stockmayer, G., Stiles, J., & Hout, M. (2004). Distinguishing the levels and dimensions of U.S. urban segregation. Demography, 41, 37–59.CrossRefGoogle Scholar
  23. Fitzgerald, J. M. (2011). Attrition in models of intergenerational links using the PSID with extensions to health and to sibling models. B.E. Journal of Economic Analysis and Policy, 11(3). doi: 10.2202/1935-1682.2868
  24. Fitzgerald, J. M., Gottschalk, P., & Moffitt, R. (1998). An analysis of sample attrition in panel data: The Michigan Panel Study of Income Dynamics. Journal of Human Resources, 33, 251–299.CrossRefGoogle Scholar
  25. Freeman, L. (2008). Is class becoming a more important determinant of neighborhood attainment for African-Americans? Urban Affairs Review, 44, 3–26.CrossRefGoogle Scholar
  26. Galster, G., & Cutsinger, J. (2007). Racial settlement and metropolitan land-use patterns: Does sprawl abet black-white segregation? Urban Geography, 28, 516–553.CrossRefGoogle Scholar
  27. Galster, G., & Godfrey, E. (2005). By words and deeds: Racial steering by real estate agents in the U.S. in 2000. Journal of the American Planning Association, 71, 251–268.CrossRefGoogle Scholar
  28. Gardeazabal, J., & Ugidos, A. (2004). More on identification in detailed wage decompositions. Review of Economics and Statistics, 86, 1034–1036.CrossRefGoogle Scholar
  29. Harrison, R. J., & Bennett, C. E. (1995). Racial and ethnic diversity. In R. Farley (Ed.), State of the union: America in the 1990s: Social trends (Vol. 2, pp. 141–210). New York, NY: Russell Sage Foundation.Google Scholar
  30. Hofferth, S., Stafford, F. P., Yeung, W.-J. J., Duncan, G. J., Hill, M. S., Lepkowski, J., & Morgan, J. N. (2001). Panel Study of Income Dynamics, 1968–1999: Annual core data (ICPSR version). Ann Arbor: University of Michigan, Survey Research Center, Inter-University Consortium for Political and Social Research.Google Scholar
  31. Iceland, J. (2013). Poverty in America: A handbook paperback. Berkeley: University of California Press.Google Scholar
  32. Iceland, J. (2014). A portrait of America: The demographic perspective. Berkeley: University of California Press.Google Scholar
  33. Iceland, J., Sharpe, C., & Steinmetz, E. (2005). Class differences in African American residential patterns in U.S. metropolitan areas: 1990–2000. Social Science Research, 34, 252–266.Google Scholar
  34. Iceland, J., & Wilkes, R. (2006). Does socioeconomic status matter? Race, class, and residential segregation. Social Problems, 52, 248–273.CrossRefGoogle Scholar
  35. Jones, F. L., & Kelley, J. (1984). Decomposing differences between groups: A cautionary note on measuring discrimination. Sociological Methods & Research, 12, 323–343.CrossRefGoogle Scholar
  36. Kao, G., & Thompson, J. S. (2003). Racial and ethnic stratification in educational achievement and attainment. Annual Review of Sociology, 29, 417–442.CrossRefGoogle Scholar
  37. Kim, C. H. (2013). Detailed wage decompositions: Revisiting the identification problem. Sociological Methodology, 43, 346–363.CrossRefGoogle Scholar
  38. Kochhar, R., Fry, R., & Taylor, P. (2011). Wealth gaps rise to record highs between whites, blacks and Hispanics. Washington, DC: Pew Social & Demographic Trends. Retrieved from Google Scholar
  39. Krivo, L. J., & Kaufman, R. L. (1999). How low can it go? Declining black-white segregation in a multiethnic context. Demography, 36, 93–109.CrossRefGoogle Scholar
  40. Krysan, M. (2002). Community undesirability in black and white: Examining racial residential preferences through community perceptions. Social Problems, 49, 421–543.CrossRefGoogle Scholar
  41. Krysan, M. (2008). Does race matter in the search for housing? An exploratory study of search strategies, experiences, and locations. Social Science Research, 37, 581–603.CrossRefGoogle Scholar
  42. Krysan, M., & Bader, M. (2007). Perceiving the metropolis: Seeing the city through a prism of race. Social Forces, 86, 699–733.CrossRefGoogle Scholar
  43. Krysan, M., & Bader, M. (2009). Racial blind spots: Black-white-Latino differences in community knowledge. Social Problems, 56, 677–701.CrossRefGoogle Scholar
  44. Krysan, M., Couper, M. P., Farley, R., & Forman, T. (2009). Does race matter in neighborhood preferences? Results from a video experiment. American Journal of Sociology, 115, 527–559.Google Scholar
  45. Krysan, M., & Farley, R. (2002). The residential preferences of blacks: Do they explain persistent segregation? Social Forces, 80, 937–980.CrossRefGoogle Scholar
  46. Leigh, W. A., & Huff, D. (2007). African Americans and homeownership: Separate and unequal, 1940 to 2006 (November Brief #1). Washington, DC: Joint Center for Political and Economic Studies.Google Scholar
  47. Logan, J. R. (2013). The persistence of segregation in the 21st century metropolis. City & Community, 12, 160–168.CrossRefGoogle Scholar
  48. Logan, J. R., & Alba, R. D. (1993). Locational returns to human capital: Minority access to suburban community resources. Demography, 30, 243–268.CrossRefGoogle Scholar
  49. Logan, J. R., & Molotch, H. (1987). Urban fortunes: The political economy of place. Berkeley: University of California Press.Google Scholar
  50. Logan, J. R., Alba, R. D., McNulty, T., & Fisher, B. (1996). Making a place in the metropolis: Residential assimilation and segregation in city and suburb. Demography, 33, 443–453.Google Scholar
  51. Logan, J. R., & Stults, B. (2011). The persistence of segregation in the metropolis: New findings from the 2010 census (Census brief prepared for Project US2010). Retrieved from
  52. Logan, J. R., Stults, B., & Farley, R. (2004). Segregation of minorities in the metropolis: Two decades of change. Demography, 41, 1–22.Google Scholar
  53. Logan, J. R., Stults, B. J., & Xu, Z. (2016). Validating population estimates for harmonized census tract data, 2000–2010. Annals of the American Association of Geographers, 106, 1013–1029.Google Scholar
  54. Logan, J. R., Xu, Z., & Stults, B. J. (2014). Interpolating U.S. decennial census tract data from as early as 1970 to 2010: A longitudinal tract database. Professional Geographer, 66, 412–420.CrossRefGoogle Scholar
  55. Logan, J. R., & Zhang, C. (2010). Global neighborhoods: New pathways to diversity and separation. American Journal of Sociology, 115, 1069–1109.Google Scholar
  56. Long, L. H. (1988). Migration and residential mobility in the United States. New York, NY: Russell Sage Foundation.Google Scholar
  57. Mannheim, K. (1952). The problem of generations. In K. Mannheim (Ed.), Essays on the sociology of knowledge (pp. 276–322). London, UK: RKP.Google Scholar
  58. Massey, D. S. (1985). Ethnic residential segregation: A theoretical synthesis and empirical review. Sociology and Social Research, 69, 315–350.Google Scholar
  59. Massey, D. S., & Denton, N. A. (1988). The dimensions of residential segregation. Social Forces, 67, 281–315.CrossRefGoogle Scholar
  60. Massey, D. S., & Denton, N. A. (1993). American apartheid: Segregation and the making of the urban underclass. Cambridge, NA: Harvard University Press.Google Scholar
  61. Massey, D. S., & Fischer, M. J. (1999). Does rising income bring integration? New results for blacks, Hispanics, and Asians in 1990. Social Science Research, 28, 316–326.CrossRefGoogle Scholar
  62. Massey, D. S., Rothwell, J., & Domina, T. (2009). The changing bases of segregation in the United States. Annals of the American Academy of Political and Social Science, 626, 74–90.CrossRefGoogle Scholar
  63. Munnell, A. H., Tootell, G. M. B., Browne, L. E., & McEneaney, J. (1996). Mortgage lending in Boston: Interpreting HMDA data. American Economic Review, 86, 25–53.Google Scholar
  64. Oaxaca, R. (1973). Male-female wage differentials in urban labor markets. International Economic Review, 14, 693–709.CrossRefGoogle Scholar
  65. Office of Management and Budget. (2010). Metropolitan areas and components, with FIPS codes. Washington, DC: Population Division, U.S. Census Bureau.Google Scholar
  66. Pager, D., & Shepherd, H. (2008). The sociology of discrimination: Racial discrimination in employment, housing, credit, and consumer markets. Annual Review of Sociology, 34, 181–209.CrossRefGoogle Scholar
  67. Pais, J., Crowder, K., & South, S. J. (2012). Metropolitan heterogeneity and minority neighborhood attainment: Spatial assimilation or place stratification? Social Problems, 59, 258–281.CrossRefGoogle Scholar
  68. Park, R. E. (1926). The urban community as a spatial pattern and a moral order. In E. W. Burgess & R. E. Park (Eds.), The urban community (pp. 3–18). Chicago, IL: University of Chicago Press.Google Scholar
  69. Pattillo-McCoy, M. (2000). The limits of out-migration for the black middle class. Journal of Urban Affairs, 22, 225–242.CrossRefGoogle Scholar
  70. Raley, R. K., Sweeney, M. M., & Wondra, D. (2015). The growing racial and ethnic divide in U.S. marriage patterns. Future of Children, 25(2), 89–109.CrossRefGoogle Scholar
  71. Reardon, S. F., & Firebaugh, G. (2002). Measures of multi-group segregation. Sociological Methodology, 32, 33–67.CrossRefGoogle Scholar
  72. Reardon, S. F., Fox, L., & Townsend, J. (2015). Neighborhood income composition by race and income, 1990-2009. Annals of the American Academy of Political and Social Science, 660, 78–97.CrossRefGoogle Scholar
  73. Reibel, M. (2000). Geographic variation in mortgage lending: Evidence from Los Angeles. Urban Geography, 21, 45–60.CrossRefGoogle Scholar
  74. Roscigno, V. J., Karafin, D., & Tester, G. (2009). The complexities and processes of racial housing discrimination. Social Problems, 56, 46–69.CrossRefGoogle Scholar
  75. Ross, S. L., & Turner, M. A. (2005). Housing discrimination in metropolitan America: Explaining changes between 1989 and 2000. Social Problems, 52, 152–180.CrossRefGoogle Scholar
  76. Rothwell, J., & Massey, D. S. (2009). The effect of density zoning on racial segregation in U.S. urban areas. Urban Affairs Review, 44, 779–806.CrossRefGoogle Scholar
  77. Ryder, N. B. (1965). The cohort as a concept in the study of social change. American Sociological Review, 30, 843–861.CrossRefGoogle Scholar
  78. Schafer, R., & Ladd, H. (1981). Discrimination in mortgage lending. Cambridge, MA: MIT Press.Google Scholar
  79. Schuman, H., Steeh, C., Bobo, L., & Krysan, M. (1997). Racial attitudes in America: Trends and interpretations. Cambridge, MA: Harvard University Press.Google Scholar
  80. Sharkey, P. (2014). Spatial segmentation and the black middle class. American Journal of Sociology, 119, 903–954.CrossRefGoogle Scholar
  81. Spivak, A. L., & Monnat, S. M. (2013). The influence of race, class, and metropolitan area characteristics on African-American residential segregation. Social Science Quarterly, 94, 1414–1437.CrossRefGoogle Scholar
  82. Timberlake, J. M., & Iceland, J. (2007). Change in racial and ethnic residential inequality in American cities, 1970–2000. City & Community, 6, 335–365.CrossRefGoogle Scholar
  83. Timms, D. W. G. (1971). The urban mosaic: Towards a theory of residential differentiation. Cambridge, UK: Cambridge University Press.Google Scholar
  84. U.S. Census Bureau. (2014). Percent of people 25 years and over who have completed high school or college, by race, Hispanic origin, and sex: Selected years 1940 to 2015 (Table A-2). Washington, DC: U.S. Census Bureau. Retrieved from
  85. U.S. Census Bureau. (2015). Current Population Survey, 2015 annual social and economic supplements. Washington, DC: U.S. Census Bureau. Retrieved from
  86. Wagmiller, R. (2013). Blacks’ and whites’ experiences of neighborhood diversity: An individual-level approach to assessing trends in neighborhood diversity. Urban Affairs Review, 49, 32–70.CrossRefGoogle Scholar
  87. Western, B., & Wlideman, C. (2009). The black family and mass incarceration. Annals of the American Academy of Political and Social Science, 621, 221–242.Google Scholar
  88. White, M. J. (1987). American neighborhoods and residential differentiation. New York, NY: Russell Sage.Google Scholar
  89. Wilkes, R., & Iceland, J. (2004). Hypersegregation in the twenty-first century: An update and analysis. Demography, 41, 23–36.CrossRefGoogle Scholar
  90. Williams, R. A., Nesiba, R., & McConnell, E. D. (2005). The changing face of inequality in home mortgage lending. Social Problems, 52, 181–208.CrossRefGoogle Scholar
  91. Yun, M.-S. (2005). A simple solution to the identification problem in detailed wage decompositions. Economic Inquiry, 43, 766–772.CrossRefGoogle Scholar

Copyright information

© Population Association of America 2017

Authors and Affiliations

  • Robert L. WagmillerJr.
    • 1
  • Elizabeth Gage-Bouchard
    • 2
  • Amelia Karraker
    • 3
  1. 1.Department of SociologyTemple UniversityPhiladelphiaUSA
  2. 2.Cancer Prevention and Population SciencesRoswell Park Cancer InstituteBuffaloUSA
  3. 3.Division of Behavioral and Social ResearchNational Institute on Aging/National Institutes of HealthBethesdaUSA

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