What Structural Racism Is (or Is Not) and How to Measure It: Clarity for Public Health and Medical Researchers
Open accessAbstract
Interest in studying structural racism’s impacts on health has grown exponentially in recent years. Across these studies, there is much heterogeneity in the definition and measurement of structural racism, leading to mixed interpretations of structural racism’s impact on health. A precise definition of structural racism can offer conceptual clarity to inform what mechanisms to investigate and is imperative for conducting high-quality research on it and dismantling it. In this commentary, we trace the evolution of the definitions of structural racism and suggest ways in which the measurement of structural racism should move forward given these definitions.
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The published empirical literature provides a narrow view of structural racism's impacts on HIV health outcomes, partly due to the finite ways of practically measuring racism at a structural level.
“First, as our review demonstrates, the published empirical literature provides a narrow view of structural racism’s impacts on the health outcomes for HIV, partly due to the finite ways of practically measuring racism at a structural level [36,37].”
From Structural Racism Conceptualization and Operationalization for Research for the U.S. HIV Epidemic: Findings from a Scoping Review and Implications for Advancing Research for Structural Interventions (2024) · cites this paper as [36]
The STRUCTURAL RACISM MEASURES section (page unavailable) says existing measures can miss the interacting effects of societal structures, and Table 1 identifies further measurement limitations. This supports the claim that measurement practices constrain what researchers can assess, but the paper does not establish that the empirical literature provides a narrow view specifically of HIV health outcomes; the citing authors attribute that finding to their own review. (LLM, conf=0.84)
Experimental — accuracy not yet measuredSeveral studies used experiences of racial discrimination as proxies for structural racism within HIV research.
“Several studies utilized experiences of racial discrimination as “proxies” for structural racism within HIV research [36].”
From Structural Racism Conceptualization and Operationalization for Research for the U.S. HIV Epidemic: Findings from a Scoping Review and Implications for Advancing Research for Structural Interventions (2024) · cites this paper as [36]
The 'WHAT STRUCTURAL RACISM IS NOT' section distinguishes interpersonal racism from structural racism, and 'STRUCTURAL RACISM MEASURES' discusses other measures used in health research. Neither section reports that HIV studies used experiences of racial discrimination as proxies for structural racism. Searches for HIV and for discrimination used as a proxy found no passage addressing that claim; page numbers were unavailable in our copy. (LLM, conf=0.76)
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Cites
Separate and unequal: Structural racism and infant mortality in the US
Wallace, M., Crear-Perry, J., Richardson, L., Tarver, M., & Theall, K. (2017) · Health & Place · doi:10.1016/j.healthplace.2017.03.012 · Cited by 243 · see citing works
Measuring Structural Racism and Its Association With BMI
Dougherty, G. B., Golden, S. H., Gross, A. L., Colantuoni, E., & Dean, L. T. (2020) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2020.05.019 · Cited by 154 · cited 1× · see citing works
“, used a 5-domain index to capture the compounding effects of county-level structural racism in education, housing, employment, criminal justice, and health care and applied it to body mass index (weight (kg)/ height (m)2) (23).”
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Flagged first, then by citations
Research works printed but not linked: 21
- [1]Gee GC, Ford CL. Structural racism and health inequities: old issues, new directions. Du Bois Rev. 2011; 8(1): 115– 132. 25632292 PMC4306458
- [2]Kiang MV, Tsai AC. Failure of leadership in US academic medicine after George Floyd’s killing by police and amidst subsequent unrest. Ann Epidemiol. 2021; 65: 116– 119. 34023486 PMC8606007
- [4]Blachman-Demner DR, Tyus NC. Efforts to advance NIH-funded behavioral and social sciences research on structural racism and health [published online ahead of print May 22, 2022]. Transl Behav Med. (10.1093/tbm/ibac036). PMC9384091 35640244 · DOI
- [6]Lett E, Adekunle D, McMurray P, et al. Health equity tourism: ravaging the justice landscape. J Med Syst. 2022; 46(3): 17. 35150324 PMC8853313
- [7]Williams DR, Lawrence JA, Davis BA. Racism and health: evidence and needed research. Annu Rev Public Health. 2019; 40: 105– 125. 30601726 PMC6532402
- [8]Krieger N. Embodying inequality: a review of concepts, measures, and methods for studying health consequences of discrimination. In: Embodying Inequality: Epidemiologic Perspectives. Amityville, NY: Baywood Publishers; 2005: 159– 162. 10379455
- [9]Krieger N, Williams DR, Moss NE. Measuring social class in US public health research: concepts, methodologies, and guidelines. Annu Rev Public Health. 1997; 18(1): 341– 378. 9143723
- [10]Jones CP. Levels of racism: a theoretic framework and a gardener’s tale. Am J Public Health. 2000; 90(8): 1212– 1215. 10936998 PMC1446334
- [11]Dovidio J, Gaertner S. Aversive racism. In: Zanna M, ed. Advances in Experimental Social Psychology. Vol. 36. New York, NY: Elsevier B.V.; 2004: 1– 52.
- [12]Dovidio JF, Gaertner SL. The aversive form of racism. In: Dovidio JF, Gaertner SL, eds. Prejudice, Discrimination, and Racism. Orlando, FL: Academic Press, Inc.; 1986: 61– 89.
- [13]Bailey ZD, Feldman JM, Bassett MT. How structural racism works—racist policies as a root cause of US racial health inequities. N Engl J Med. 2021; 384(8): 768– 773. 33326717 PMC11393777
- [14]Bailey ZD, Krieger N, Agénor M, et al. Structural racism and health inequities in the USA: evidence and interventions. Lancet. 2017; 389(10077): 1453– 1463. 28402827
- [15]Adkins-Jackson PB, Chantarat T, Bailey ZD, et al. Measuring structural racism: a guide for epidemiologists and other health researchers. Am J Epidemiol. 2022; 191(4): 539– 547. 34564723 PMC9077112
- [16]Holmes SM. An ethnographic study of the social context of migrant health in the United States. PLoS Med. 2006; 3(10): e448. 17076567 PMC1621098
- [17]Groos M, Wallace M, Hardeman R, et al. Measuring inequity: a systematic review of methods used to quantify structural racism. J Health Disparities Res Pract. 2018; 11(2): 13.
- [18]Wallace ME, Mendola P, Liu D, et al. Joint effects of structural racism and income inequality on small-for-gestational-age birth. Am J Public Health. 2015; 105(8): 1681– 1688. 26066964 PMC4504298
- [20]Lukachko A, Hatzenbuehler ML, Keyes KM. Structural racism and myocardial infarction in the United States. Soc Sci Med. 2014; 103: 42– 50. 24507909 PMC4133127
- [21]Jahn JL. Invited commentary: comparing approaches to measuring structural racism. Am J Epidemiol. 2021; 191(4): 548– 551. PMC9630390 34718384
- [22]Chantarat T, Van Riper DC, Hardeman RR. The intricacy of structural racism measurement: a pilot development of a latent-class multidimensional measure. EClinicalMedicine. 2021; 40: 101092. 34746713 PMC8548924
- [24]Szanton SL, LaFave SE, Thorpe RJ. Structural racial discrimination and structural resilience: measurement precedes change. J Gerontol A Biol Sci Med Sci. 2022; 77(2): 402– 404. 34940845 PMC8824604
- [25]Thorpe RJ Jr, Norris KC, Beech BM, et al. Racism across the life course. In: Ford CL, Griffith DM, Bruce MA, et al., eds. Racism: Science & Tools for the Public Health Professional. Washington, DC: American Public Health Association; 2019: 209– 222.
Cited by
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Price, M. A., Hollinsaid, N. L., McKetta, S., Mellen, E. J., & Rakhilin, M. (2024) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-023-02482-4 · Cited by 81 · see citing works
Muno, B. A., Islam, J. Y., Schwartz, R., Wallace, S., Camacho-Rivera, M., & Patel, R. C. (2024) · AIDS and Behavior · doi:10.1007/s10461-024-04417-9 · Cited by 9 · see citing works
- Authors
- Dean, L. T., & Thorpe, R. J.
- Affiliations
- Johns Hopkins University (US)
- Corresponding author
- Dean, Lorraine T
- Venue
- American Journal of Epidemiology
- Publisher
- Oxford University Press (OUP)
- Published
- 2022-07-05
- Volume
- 191
- Issue
- 9
- Pages
- 1521-1526
- ISSN
- 0002-9262 (ISSN-L)
- 1476-6256
- PMC
- PMC9437815
- OpenAlex
- W4284668277
- Cited by
- 212
- References
- 2
- Citations by year
- 2026: 29 · 2025: 53 · 2024: 58 · 2023: 63 · 2022: 9
- FWCI
- 65.83
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- American Journal of Epidemiology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Johns Hopkins University
- National Institutes of Health
- Johns Hopkins Bloomberg School of Public Health
- National Institute on Aging (K02AG059140, DP1AG069874, P30AG059298)
- National Heart, Lung, and Blood Institute (R01HL164116)
- National Institute of Mental Health (R25MH083620)
- National Institute on Minority Health and Health Disparities (U54MD000214)
- Topics
- Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
- Social Sciences › Health › Health disparities and outcomes
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Race, Genetics, and Society
- Keywords
- structural racism, health disparities, conceptual clarity, racism and health, public health research
- MeSH terms
- Systemic Racism, Health Personnel, Humans, Public Health, Racism
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