Skip to main content
Log in

Association between Racial Residential Segregation and COVID-19 Mortality

  • Original Article
  • Published:
Journal of Urban Health Aims and scope Submit manuscript

Abstract

This study investigates the impact of racial residential segregation on COVID-19 mortality during the first year of the US epidemic. Data comes from the Center for Disease Control and Prevention (CDC), and the Robert Wood Johnson Foundation's and the University of Wisconsin's joint county health rankings project. The observation includes a record of 8,670,781 individuals in 1488 counties. We regressed COVID-19 deaths, using hierarchical logistic regression models, on individual and county-level predictors. We found that as racial residential segregation increased, mortality rates increased. Controlling for segregation, Blacks and Asians had a greater risk of mortality, while Hispanics and other racial groups had a lower risk of mortality, compared to Whites. The impact of racial residential segregation on COVID-19 mortality did not vary by racial group.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. World Health Organization. World Health Organization (WHO) Coronavirus (COVID-19) Dashboard. Available online: https://covid19.who.int. Accessed March 18, 2023.

  2. Johns Hopkins University. COVID-19 Map - Johns Hopkins Coronavirus Resource Center. Available online: https://coronavirus.jhu.edu/map.html. Accessed March 18, 2023.

  3. About Health Disparities. NIH, National heart, lung, and blood institute. Published 2014. Available online: https://www.nhlbi.nih.gov/health/educational/healthdisp/about-health-disparities.htm. Accessed March 10, 2023.

  4. Garg S, Kim L, Whitaker M, et al. Hospitalization rates and characteristics of patients hospitalized with laboratory-confirmed coronavirus disease 2019 - COVID-NET, 14 states, March 1-30, 2020. MMWR Morb Mortal Wkly Rep. 2020;69(15):458–64. https://doi.org/10.15585/mmwr.mm6915e3.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Scott E. 4 reasons coronavirus is hitting black communities so hard. The Washington Post. https://www.washingtonpost.com/politics/2020/04/10/4-reasons-coronavirus-is-hitting-black-communities-so-hard/. Published June 2, 2020. Accessed March 18, 2023.

  6. Hooper MW, Nápoles AM, Pérez-Stable EJ. COVID-19 and racial/ethnic disparities. Jama. 2020;323(24):2466–7.

    Article  CAS  Google Scholar 

  7. Yancy CW. COVID-19 and African Americans. JAMA. 2020;323(19):1891. https://doi.org/10.1001/jama.2020.6548.

    Article  CAS  PubMed  Google Scholar 

  8. Poulson M, Geary A, Annesi C, et al. National disparities in COVID-19 outcomes between Black and White Americans. J Natl Med Assoc. 2021;113(2):125–32. https://doi.org/10.1016/j.jnma.2020.07.009.

    Article  PubMed  Google Scholar 

  9. Mackey K, Ayers CK, Kondo KK, et al. Racial and ethnic disparities in COVID-19–related infections, hospitalizations, and deaths: a systematic review. Ann Intern Med. 2021;174(3):362–73. https://doi.org/10.7326/M20-6306.

    Article  PubMed  Google Scholar 

  10. Azar KMJ, Shen Z, Romanelli RJ, et al. Disparities in outcomes among COVID-19 patients in a large health care system in California: study estimates the COVID-19 infection fatality rate at the US county level. Health Aff (Millwood). 2020;39(7):1253–62. https://doi.org/10.1377/hlthaff.2020.00598.

    Article  PubMed  Google Scholar 

  11. Bassett MT, Chen JT, Krieger N. Variation in racial/ethnic disparities in COVID-19 mortality by age in the United States: a cross-sectional study. Tsai AC, ed. PLOS Med. 2020;17(10):e1003402. https://doi.org/10.1371/journal.pmed.1003402.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Escobar GJ, Adams AS, Liu VX, et al. Racial disparities in COVID-19 testing and outcomes: retrospective cohort study in an integrated health system. Ann Intern Med. 2021;174(6):786–93. https://doi.org/10.7326/M20-6979.

    Article  PubMed  Google Scholar 

  13. Caraballo C, Herrin J, Mahajan S, et al. Temporal trends in racial and ethnic disparities in multimorbidity prevalence in the United States, 1999-2018. Am J Med. 2022;135(9):1083–1092.e14. https://doi.org/10.1016/j.amjmed.2022.04.010.

    Article  PubMed  Google Scholar 

  14. Cunningham TJ, Croft JB, Liu Y, Lu H, Eke PI, Giles WH. Vital signs: racial disparities in age-specific mortality among Blacks or African Americans – United States, 1999–2015. Morb Mortal Wkly Rep. 2017;66(17):444–56. https://doi.org/10.15585/mmwr.mm6617e1.

    Article  Google Scholar 

  15. Ng WH, Tipih T, Makoah NA, et al. Comorbidities in SARS-CoV-2 patients: a systematic review and meta-analysis. MBio. 2021;12(1):e03647–20.

  16. Fryar CD, Ostchega Y, Hales CM, Zhang G, Kruszon-Moran D. Hypertension prevalence and control among adults: United States, 2015–2016. NCHS Data Brief. 2017;289:1–8.

  17. Smith ME, Sharpe TL, Richardson J, Pahwa R, Smith D, DeVylder J. The impact of exposure to gun violence fatality on mental health outcomes in four urban U.S. settings. Soc Sci Med. 2020;246:112587. https://doi.org/10.1016/j.socscimed.2019.112587.

    Article  PubMed  Google Scholar 

  18. Hicken MT, Lee H, Morenoff J, House JS, Williams DR. Racial/ethnic disparities in hypertension prevalence: reconsidering the role of chronic stress. Am J Public Health. 2014;104(1):117–23.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Lora CM, Daviglus ML, Kusek JW, et al. Chronic kidney disease in United States Hispanics: a growing public health problem. Ethn Dis. 2009;19(4):466.

    PubMed  Google Scholar 

  20. Nicholas SB, Kalantar-Zadeh K, Norris KC. Racial disparities in kidney disease outcomes. Semin Nephrol. 2013;33(5):409–15. https://doi.org/10.1016/j.semnephrol.2013.07.002.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Krishnamoorthy G, Arsene C, Jena N, et al. Racial disparities in COVID-19 hospitalizations do not lead to disparities in outcomes. Public Health. 2021;190:93–8. https://doi.org/10.1016/j.puhe.2020.11.021.

    Article  CAS  PubMed  Google Scholar 

  22. Clark A, Jit M, Warren-Gash C, et al. Global, regional, and national estimates of the population at increased risk of severe COVID-19 due to underlying health conditions in 2020: a modelling study. Lancet Glob Health. 2020;8(8):e1003–17. https://doi.org/10.1016/S2214-109X(20)30264-3.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Dressler WW, Oths KS, Gravlee CC. Race and ethnicity in public health research: models to explain health disparities. Annu Rev Anthr. 2005;34:231–52.

    Article  Google Scholar 

  24. Cooper RS. Social inequality, ethnicity and cardiovascular disease. Int J Epidemiol. 2001;30(Suppl 1):S48–52. https://doi.org/10.1093/ije/30.suppl_1.s48.

    Article  PubMed  Google Scholar 

  25. Niemesh GT, Shester KL. Racial residential segregation and black low birth weight, 1970–2010. Reg Sci Urban Econ. 2020;83:103542. https://doi.org/10.1016/j.regsciurbeco.2020.103542.

    Article  Google Scholar 

  26. Hayanga AJ, Zeliadt SB, Backhus LM. Residential segregation and lung cancer mortality in the United States. JAMA Surg. 2013;148(1):37. https://doi.org/10.1001/jamasurgery.2013.408.

    Article  PubMed  Google Scholar 

  27. Hart KD, Kunitz SJ, Sell RR, Mukamel DB. Metropolitan governance, residential segregation, and mortality among African Americans. Am J Public Health. 1998;88(3):434–8. https://doi.org/10.2105/AJPH.88.3.434.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Kimm SYS, Obarzanek E, Barton BA, et al. Race, socioeconomic status, and obesity in 9- to 10-year-old girls: the NHLBI growth and health study. Ann Epidemiol. 1996;6(4):266–75. https://doi.org/10.1016/S1047-2797(96)00056-7.

    Article  CAS  PubMed  Google Scholar 

  29. Kramer MR, Hogue CR. Is segregation bad for your health? Epidemiol Rev. 2009;31(1):178–94. https://doi.org/10.1093/epirev/mxp001.

    Article  PubMed  Google Scholar 

  30. An B, Orlando AW, Rodnyansky S. The physical legacy of racism: how redlining cemented the modern built environment. SSRN Electron J. 2019. https://doi.org/10.2139/ssrn.3500612.

    Article  Google Scholar 

  31. Krieger N, Van Wye G, Huynh M, et al. Structural racism, historical redlining, and risk of preterm birth in New York City, 2013–2017. Am J Public Health. 2020;110(7):1046–53. https://doi.org/10.2105/AJPH.2020.305656.

    Article  PubMed  PubMed Central  Google Scholar 

  32. Meyer SG. As long as they don’t move next door: segregation and racial conflict in American neighborhoods. Rowman & Littlefield, Cambridge, MA; 2000.

  33. Massey DS. The age of extremes: concentrated affluence and poverty in the twenty-first century. In: Hynes HP, Lopez R, editors. Urban health: readings in the social, built, and physical environments of US cities: Jones & Bartlett Learning; 2009.

    Google Scholar 

  34. Massey DS. The legacy of the 1968 Fair Housing Act. Sociol Forum Randolph NJ. 2015;30(Suppl 1):571–88. https://doi.org/10.1111/socf.12178.

    Article  Google Scholar 

  35. Jargowsky PA. Racial and economic segregation in the US: overlapping and reinforcing dimensions. In: Handbook of Urban Segregation. Edward Elgar Publishing, Cambridge, MA; 2020.

    Google Scholar 

  36. Massey D, Denton NA. American apartheid: segregation and the making of the underclass. Harvard university press, Cambridge, MA; 1993.

    Google Scholar 

  37. Maly M. Beyond segregation: multiracial and multiethnic neighborhoods: Temple University Press, Cambridge, MA; 2011.

  38. Jargowsky P, Rog D, Henderson K. Suburban poverty and racial segregation. All maxine goodman levin school of urban affairs publications. Published online December 1, 2014. https://engagedscholarship.csuohio.edu/urban_facpub/1307

  39. Rothstein R. The making of Ferguson. J Afford Hous Cmty Dev L. 2015;24:165.

    Google Scholar 

  40. Krysan M, Crowder K. Cycle of segregation: social processes and residential stratification. New York, New York: Russell Sage Foundation; 2017.

    Book  Google Scholar 

  41. Williams DR, Collins C. Racial residential segregation: a fundamental cause of racial disparities in health. Public Health Rep. 2001;116(5):404.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  42. Schulz AJ, Williams DR, Israel BA, Lempert LB. Racial and spatial relations as fundamental determinants of health in Detroit. Milbank Q. 2002;80(4):677–707. https://doi.org/10.1111/1468-0009.00028.

    Article  PubMed  PubMed Central  Google Scholar 

  43. Krivo LJ, Peterson RD, Kuhl DC. Segregation, racial structure, and neighborhood violent crime. Am J Sociol. 2009;114(6):1765–802. https://doi.org/10.1086/597285.

    Article  Google Scholar 

  44. Louis-Jean J, Cenat K, Njoku CV, Angelo J, Sanon D. Coronavirus (COVID-19) and racial disparities: a perspective analysis. J Racial Ethn Health Disparities. 2020;7(6):1039–45. https://doi.org/10.1007/s40615-020-00879-4.

    Article  PubMed  PubMed Central  Google Scholar 

  45. Acevedo-Garcia D, Lochner KA, Osypuk TL, Subramanian SV. Future directions in residential segregation and health research: a multilevel approach. Am J Public Health. 2003;93(2):215–21. https://doi.org/10.2105/AJPH.93.2.215.

    Article  PubMed  PubMed Central  Google Scholar 

  46. Pickett KE, Wilkinson RG. Income inequality and health: a causal review. Soc Sci Med. 2015;128:316–26. https://doi.org/10.1016/j.socscimed.2014.12.031.

    Article  PubMed  Google Scholar 

  47. Assari S, Moghani LM. Poverty status and childhood asthma in White and Black families: National Survey of Children’s Health. Healthcare. 2018;6(2):62. https://doi.org/10.3390/healthcare6020062.

    Article  PubMed  PubMed Central  Google Scholar 

  48. Ilardi A, Chieffi S, Iavarone A, Ilardi CR. SARS-CoV-2 in Italy: Population density correlates with morbidity and mortality. Japanese Journal of Infectious Diseases. 2021;74(1):61–4. https://doi.org/10.7883/yoken.JJID.2020.200.

  49. Wenham C, Smith J, Morgan R. COVID-19: the gendered impacts of the outbreak. Lancet Lond Engl. 2020;395(10227):846–8. https://doi.org/10.1016/S0140-6736(20)30526-2.

    Article  CAS  Google Scholar 

  50. Danielsen AC, Lee KM, Boulicault M, et al. Sex disparities in COVID-19 outcomes in the United States: quantifying and contextualizing variation. Soc Sci Med. 2022;294:114716. https://doi.org/10.1016/j.socscimed.2022.114716.

    Article  PubMed  PubMed Central  Google Scholar 

  51. Li G, Liu Y, Jing X, et al. Mortality risk of COVID-19 in elderly males with comorbidities: a multi-country study. Aging. 2020;13(1):27–60. https://doi.org/10.18632/aging.202456.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Harrison SL, Fazio-Eynullayeva E, Lane DA, Underhill P, Lip GYH. Comorbidities associated with mortality in 31,461 adults with COVID-19 in the United States: a federated electronic medical record analysis. PLOS Med. 2020;17(9):e1003321. https://doi.org/10.1371/journal.pmed.1003321.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  53. US Census Bureau COVID-19 Site. US Census Bureau COVID-19 Site. COVID-19 Demographic and Economic Resources. Accessed June 23, 2022. https://covid19.census.gov/

  54. National Center for Health Statistics. Data access - urban rural classification scheme for counties. NCHS urban-rural classification scheme for counties. Published December 2, 2019. Accessed October 25, 2021. https://www.cdc.gov/nchs/data_access/urban_rural.htm

  55. Karaca-Mandic P, Georgiou A, Sen S. Assessment of COVID-19 hospitalizations by race/ethnicity in 12 states. JAMA Intern Med. 2021;181(1):131–4.

    Article  CAS  PubMed  Google Scholar 

  56. Rader B, Gertz A, Iuliano AD, et al. Use of at-home COVID-19 tests — United States, August 23, 2021–March 12, 2022. Morb Mortal Wkly Rep. 2022;71(13):489–94. https://doi.org/10.15585/mmwr.mm7113e1.

    Article  CAS  Google Scholar 

  57. Galaitsi SE, Cegan JC, Volk K, Joyner M, Trump BD, Linkov I. The challenges of data usage for the United States’ COVID-19 response. Int J Inf Manag. 2021;59:102352. https://doi.org/10.1016/j.ijinfomgt.2021.102352.

    Article  CAS  Google Scholar 

  58. Patel MI, Ferguson JM, Castro E, et al. Racial and ethnic disparities in cancer care during the COVID-19 pandemic. JAMA Netw Open. 2022;5(7):e2222009–9.

  59. Lu D. The True Coronavirus Toll in the U.S. Has Already Surpassed 200,000. The New York Times. https://www.nytimes.com/interactive/2020/08/12/us/covid-deaths-us.html. Published 2020. Accessed March 18, 2023.

    Google Scholar 

  60. Walker AS, Jones LW, Gamio L. Is the coronavirus death tally inflated? Here’s why experts say no: N Y Times. Published online; 2020.

    Google Scholar 

  61. Duncan OD, Duncan B. A methodological analysis of segregation indexes. Am Sociol Rev. 1955;20(2):210. https://doi.org/10.2307/2088328.

    Article  Google Scholar 

  62. Napierala J, Denton N. Measuring residential segregation with the ACS: how the margin of error affects the dissimilarity index. Demography. 2017;54(1):285–309. https://doi.org/10.1007/s13524-016-0545-z.

    Article  PubMed  Google Scholar 

  63. Massey DS, Denton NA. Hypersegregation in U.S. metropolitan areas: Black and Hispanic segregation along five dimensions. Demography. 1989;26(3):373–91. https://doi.org/10.2307/2061599.

    Article  CAS  PubMed  Google Scholar 

  64. US Census Bureau. Housing patterns: Appendix B: measures of residential segregation. http://census.gov. Published 2021. Accessed June 27, 2023. https://www.census.gov/topics/housing/housing-patterns/guidance/appendix-b.html

  65. Van BS, Groothuis-Oudshoorn K. MICE: multivariate imputation by chained equations in R. J Stat Softw. 2011;45:1–67. https://doi.org/10.18637/jss.v045.i03.

    Article  Google Scholar 

  66. Reif S, Safley D, McAllaster C, Wilson E, Whetten K. State of HIV in the US Deep South. J Community Health. 2017;42(5):844–53. https://doi.org/10.1007/s10900-017-0325-8.

    Article  PubMed  Google Scholar 

  67. Birdsall S, Florin J. United States Geography - the Deep South.; 2011. Accessed June 13, 2023. https://countrystudies.us/united-states/geography-14.htm

  68. US Census Bureau. Improved race, ethnicity measures show U.S. is more multiracial. 020 Census Illuminates Racial and Ethnic Composition of the Country. Accessed June 24, 2022. https://www.census.gov/library/stories/2021/08/improved-race-ethnicity-measures-reveal-united-states-population-much-more-multiracial.html

  69. Olayo-Méndez A, Vidal De Haymes M, García M, Cornelius LJ. Essential, disposable, and excluded: the experience of Latino immigrant workers in the US during COVID-19. J Poverty. 2021;25(7):612–28.

    Article  Google Scholar 

  70. Gwynn RC. Health inequity and the unfair impact of the COVID-19 pandemic on essential workers. Am J Public Health. 2021;111(8):1459–61.

    Article  PubMed  PubMed Central  Google Scholar 

  71. Markides KS, Coreil J. The health of Hispanics in the southwestern United States: an epidemiologic paradox. Public Health Rep. 1986;101(3):253–65.

    CAS  PubMed  PubMed Central  Google Scholar 

  72. Crimmins EM, Kim JK, Alley DE, Karlamangla A, Seeman T. Hispanic paradox in biological risk profiles. Am J Public Health. 2007;97(7):1305–10. https://doi.org/10.2105/AJPH.2006.091892.

    Article  PubMed  PubMed Central  Google Scholar 

  73. Markides KS, Eschbach K. Aging, Migration, and mortality: current status of research on the Hispanic paradox. J Gerontol Ser B. 2005;60(Special_Issue_2):S68–75. https://doi.org/10.1093/geronb/60.Special_Issue_2.S68.

    Article  Google Scholar 

  74. Palloni A, Arias E. Paradox lost: explaining the Hispanic adult mortality advantage. Demography. 2004;41(3):385–415. https://doi.org/10.1353/dem.2004.0024.

    Article  PubMed  Google Scholar 

  75. White K, Borrell LN. Racial/ethnic residential segregation: framing the context of health risk and health disparities. Health Place. 2011;17(2):438–48. https://doi.org/10.1016/j.healthplace.2010.12.002.

    Article  PubMed  Google Scholar 

  76. Cole HVS, Mehdipanah R, Gullón P, Triguero-Mas M. Breaking down and building up: gentrification, its drivers, and urban health inequality. Curr Environ Health Rep. 2021;8(2):157–66. https://doi.org/10.1007/s40572-021-00309-5.

    Article  PubMed  PubMed Central  Google Scholar 

  77. Kruse KM. White Flight: Atlanta and the making of modern conservatism. In: White Flight: Princeton University Press; 2013. https://doi.org/10.1515/9781400848973.

    Chapter  Google Scholar 

  78. LaVeist, T.A. Disentangling race and socioeconomic status: A key to understanding health inequalities. J Urban Health 82 (Suppl 3), iii26–iii34 (2005). https://doi.org/10.1093/jurban/jti061

Download references

Acknowledgements

We would like to express our appreciation to Katherine Hankins, PhD and Chetan Tiwari, PhD of the Department of Geosciences at Georgia State University for their valuable feedback on this research.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Suresh Nath Neupane.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Neupane, S.N., Ruel, E. Association between Racial Residential Segregation and COVID-19 Mortality. J Urban Health 100, 937–949 (2023). https://doi.org/10.1007/s11524-023-00780-5

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11524-023-00780-5

Keywords

Navigation