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The Lasting Impact of Historical Residential Security Maps on Experienced Segregation

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  • Daniel Aaronson
  • Daniel Hartley
  • Bhashkar Mazumder

Abstract

We study the impact of the 1930s HOLC residential security maps on experienced segregation based on cell phone records which track visits out of and into home neighborhoods. We compare adjacent neighborhoods, one of which was assigned a lower grade for creditworthiness than the other. We use a sample of neighborhood borders which, based on estimated propensity scores, are likely to have been drawn for idiosyncratic reasons. Neighborhoods on the lower graded side of the border are associated with more visits to other historically lower graded destination neighborhoods. Today, these destination neighborhoods tend to have lower household income and, in some cases, lower educational attainment. We find that these disparities in visits are not driven by work commutes, very local visits, or differences in income. We also find similar disparities for incoming visits. Finally, we study the impact of the maps on non-residential segregation at the city level, based on a comparison of cities around a population cutoff that determined whether a city was included in the HOLC program. Using transition matrices, we describe visit probabilities across the distribution of home and destination neighborhood incomes. In cities with HOLC maps, visits across neighborhood income lines are less common, but this effect is less pronounced for the richest home neighborhoods. These findings suggest that these historical “redlining” maps affect non-residential segregation and the social interactions of urban residents in the present day.

Suggested Citation

  • Daniel Aaronson & Daniel Hartley & Bhashkar Mazumder, 2023. "The Lasting Impact of Historical Residential Security Maps on Experienced Segregation," Working Paper Series WP 2023-33, Federal Reserve Bank of Chicago.
  • Handle: RePEc:fip:fedhwp:96975
    DOI: 10.21033/wp-2023-33
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    1. James J. Heckman & Rodrigo Pinto, 2015. "Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 6-31, February.
    2. Fishback, Price & Rose, Jonathan & Snowden, Kenneth A. & Storrs, Thomas, 2024. "New Evidence on Redlining by Federal Housing Programs in the 1930s," Journal of Urban Economics, Elsevier, vol. 141(C).
    3. Esteban Moro & Dan Calacci & Xiaowen Dong & Alex Pentland, 2021. "Mobility patterns are associated with experienced income segregation in large US cities," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    4. Susan Athey & Billy A. Ferguson & Matthew Gentzkow & Tobias Schmidt, 2020. "Experienced Segregation," NBER Working Papers 27572, National Bureau of Economic Research, Inc.
    5. David M. Cutler & Edward L. Glaeser, 1997. "Are Ghettos Good or Bad?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 827-872.
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    Cited by:

    1. Elena Lutz & Sam Heroy & David Kaufmann & Neave O'Clery, 2025. "A causal evaluation of Bogota's cable car illustrates the transformative potential of mobile phone data for policy analysis," Papers 2506.09311, arXiv.org.

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    More about this item

    Keywords

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    JEL classification:

    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • N32 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - U.S.; Canada: 1913-
    • N92 - Economic History - - Regional and Urban History - - - U.S.; Canada: 1913-
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

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