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The Spatial Distribution of the Homeownership Racial Gap

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  • Paul Carrillo

  • Rujia Li

Abstract

The racial homeownership gap, defined as the difference in homeownership rates between White and minority households, exhibits substantial spatial variation across metropolitan statistical areas (MSAs), across Public Use Microdata Areas (PUMAs), and even across census tracts within urban areas. These spatial patterns have also changed substantially between 1990 and 2019. Using PUMAs as the unit of analysis, we apply a semiparametric reweighting approach that jointly models location and housing-tenure choices. We decompose local gaps into a component attributable to differences in observed household characteristics, including education and income, and a residual component. Observed characteristics explain a substantial share of average gaps, but the residual varies markedly across locations. This residual is strongly correlated with local racial composition: areas with larger Black and Hispanic population shares tend to exhibit narrower racial homeownership gaps.

Suggested Citation

  • Paul Carrillo & Rujia Li, 2026. "The Spatial Distribution of the Homeownership Racial Gap," Working Papers 2026-013, The George Washington University, The Center for Economic Research.
    • Handle: RePEc:gwc:wpaper:2026-013
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    References listed on IDEAS

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    1. Gyourko, Joseph & Linneman, Peter, 1996. "Analysis of the Changing Influences on Traditional Households' Ownership Patterns," Journal of Urban Economics, Elsevier, vol. 39(3), pages 318-341, May.
    2. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    3. Carrillo, Paul E. & Pope, Jaren C., 2012. "Are homes hot or cold potatoes? The distribution of marketing time in the housing market," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 189-197.
    4. Paul E. Carrillo & Jonathan L. Rothbaum, 2016. "Counterfactual Spatial Distributions," Journal of Regional Science, Wiley Blackwell, vol. 56(5), pages 868-894, November.
    5. Sebastian Galiani & Alvin Murphy & Juan Pantano, 2015. "Estimating Neighborhood Choice Models: Lessons from a Housing Assistance Experiment," American Economic Review, American Economic Association, vol. 105(11), pages 3385-3415, November.
    6. Gabriel, Stuart A & Rosenthal, Stuart S, 1989. "Household Location and Race: Estimates of Multinomial Logit Model," The Review of Economics and Statistics, MIT Press, vol. 71(2), pages 240-249, May.
    7. Jaya Dey & Lariece M. Brown, 2022. "The Role of Credit Attributes in Explaining the Homeownership Gap Between Whites and Minorities Since the Financial Crisis, 2012–2018," Housing Policy Debate, Taylor & Francis Journals, vol. 32(2), pages 275-336, March.
    8. Paul E. Carrillo & Jonathan L. Rothbaum, 2022. "Counterfactual dissimilarity: Can changes in demographics and income explain increased racial integration in US cities?," Journal of Regional Science, Wiley Blackwell, vol. 62(1), pages 21-56, January.
    9. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    10. Rosenthal, Stuart S. & Duca, John V. & Gabriel, Stuart A., 1991. "Credit rationing and the demand for owner-occupied housing," Journal of Urban Economics, Elsevier, vol. 30(1), pages 48-63, July.
    11. Aliprantis, Dionissi & Carroll, Daniel R. & Young, Eric R., 2024. "What explains neighborhood sorting by income and race?," Journal of Urban Economics, Elsevier, vol. 141(C).
    12. Coulson, N. Edward, 1999. "Why Are Hispanic- and Asian-American Homeownership Rates So Low?: Immigration and Other Factors," Journal of Urban Economics, Elsevier, vol. 45(2), pages 209-227, March.
    13. Gabriel, Stuart A. & Rosenthal, Stuart S., 2005. "Homeownership in the 1980s and 1990s: aggregate trends and racial gaps," Journal of Urban Economics, Elsevier, vol. 57(1), pages 101-127, January.
    14. Patrick Bayer & Robert McMillan & Alvin Murphy & Christopher Timmins, 2016. "A Dynamic Model of Demand for Houses and Neighborhoods," Econometrica, Econometric Society, vol. 84, pages 893-942, May.
    15. Dawkins, Casey J., 2005. "Racial gaps in the transition to first-time homeownership: The role of residential location," Journal of Urban Economics, Elsevier, vol. 58(3), pages 537-554, November.
    16. Stuart A. Gabriel & Gary Painter, 2008. "Mobility, Residential Location and the American Dream: The Intrametropolitan Geography of Minority Homeownership," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 36(3), pages 499-531, September.
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    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

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