Assessment of Biases Against Latinos and African Americans Among Primary Care Providers and Community Members
Open accessAbstract
OBJECTIVES: We assessed implicit and explicit bias against both Latinos and African Americans among experienced primary care providers (PCPs) and community members (CMs) in the same geographic area. METHODS: Two hundred ten PCPs and 190 CMs from 3 health care organizations in the Denver, Colorado, metropolitan area completed Implicit Association Tests and self-report measures of implicit and explicit bias, respectively. RESULTS: With a 60% participation rate, the PCPs demonstrated substantial implicit bias against both Latinos and African Americans, but this was no different from CMs. Explicit bias was largely absent in both groups. Adjustment for background characteristics showed the PCPs had slightly weaker ethnic/racial bias than CMs. CONCLUSIONS: This research provided the first evidence of implicit bias against Latinos in health care, as well as confirming previous findings of implicit bias against African Americans. Lack of substantive differences in bias between the experienced PCPs and CMs suggested a wider societal problem. At the same time, the wide range of implicit bias suggested that bias in health care is neither uniform nor inevitable, and important lessons might be learned from providers who do not exhibit bias.
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The only three studies conducted in naturalistic settings combined the IAT with measures of physician-patient interaction.
“The only three studies conducted in naturalistic settings combined the IAT with measures of physician-patient interaction [22–24].”
From Implicit bias in healthcare professionals: a systematic review (2017) · cites this paper as [22]
The Methods (Participants and Procedure; Measures) describe recruiting primary care providers from clinical practices and administering IATs. But the study measured bias and explicit attitudes, not physician–patient interactions; it also does not establish that there were only three such studies. (LLM, conf=0.85)
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Cites
Implicit social cognition: Attitudes, self-esteem, and stereotypes
Greenwald, A. G., & Banaji, M. R. (1995) · Psychological Review · doi:10.1037/0033-295x.102.1.4 · Cited by 6,682 · see citing works
Stereotypes and prejudice: Their automatic and controlled components
Devine, P. G. (1989) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.56.1.5 · Cited by 5,673 · see citing works
Fazio, R. H., Jackson, J. R., Dunton, B. C., & Williams, C. J. (1995) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.69.6.1013 · Cited by 1,793 · see citing works
Implicit and explicit prejudice and interracial interaction.
Dovidio, J. F., Kawakami, K., & Gaertner, S. L. (2002) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.82.1.62 · Cited by 1,567 · see citing works
The Malleability of Automatic Stereotypes and Prejudice
Blair, I. V. (2002) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr0603_8 · Cited by 1,152 · see citing works
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Flagged first, then by citations
Research works printed but not linked: 26
- [2]CDC Health Disparities and Inequalities Report – United States, 2011 Centers for Disease Control and Prevention MMWR Supplement 60 1 14 2011 21430612
- [3]Committee on the Review and Assessment of the NIH’s Strategic Research Plan and Budget to Reduce and Ultimately Eliminate Health Disparities Examining the Health Disparities Research Plan of the National Institutes of Health: Unfinished Business Washington, DC National Academy Press 2006
- [7]Smedley BD Stith AY Nelson AR Committee on Understanding and Eliminating Racial and Ethnic Disparities in Health Care, Institute of Medicine Unequal Treatment: Confronting Racial and Ethnic Disparities in Health Care Washington, DC National Academy Press 2003 25032386
- [11]Bobo L Smelser N Wilson WJ Mitchell F Racial attitudes and relations at the close of the twentieth century America Becoming: Racial Trends and their Consequences Washington, DC National Academy Press 2001 262 299
- [15]Greenwald AG Poehlman TA Uhlmann E Banaji MR Understanding and using the Implicit Association Test: III. Meta-Analysis of Predictive Validity J Pers Soc Psychol 2009 97 17 41 19586237
- [18]Greenwald AG McGhee DE Schwarz JLK Measuring individual differences in implicit cognition: The Implicit Association Test J Pers Soc Psychol 1998 74 1464 1480 9654756
- [19]Lane KA Banaji MR Nosek BA Greenwald AG Wittenbrink B Schwarz N Understanding and using the Implicit Association Test: IV: What we know (so far) about the method Implicit Measures of Attitudes New York, NY, US Guilford Press 2007 59 102
- [21]Nosek BA Greenwald AG Banaji MR Understanding and using the implicit association test: II. method variables and construct validity Pers Soc Psychol B 2005 31 166 180 15619590
- [22]Nosek BA Greenwald AG Banaji MR Bargh JA The Implicit Association Test at age 7: A methodological and conceptual review Social Psychology and the Unconscious: The Automaticity of Higher Mental Processes Psychology Press 2007 265 292
- [23]Beach MC Sugarman J Johnson RL Arbelaez JJ Duggan PS Cooper LA Do patients treated with dignity report higher satisfaction, adherence, and receipt of preventive care? Ann Fam Med 2005 3 331 338 16046566 PMC1466898
- [24]Safran DG Taira DA Rogers WH Kosinski M Ware JE Tarlov AR Linking primary care performance to outcomes of care J Fam Pract 1998 47 213 220 9752374
- [25]Thom DH Ribisl KM Stewart AL Luke DA Further validation and reliability testing of the trust in physician scale. The Stanford Trust Study Physicians Med Care 1999 37 510 517 10335753
- [26]Schneider J Kaplan SH Greenfield S Li W Wilson IB Better physician-patient relationships are associated with higher reported adherence to antiretroviral therapy in patients with HIV infection J Gen Intern Med 2004 19 1096 1103 15566438 PMC1494791
- [27]Doescher MP Saver BG Franks P Fiscella K Racial and ethnic disparities in perceptions of physician style and trust Arch Fam Med 2000 9 1156 1163 11115223
- [28]Safran DG Montgomery JE Chang H Murphy J Rogers WH Switching doctors: Predictors of voluntary disenrollment from a primary physician’s practice J Fam Pract 2001 50 130 136 11219560
- [29]Green AR Carney DR Pallin DJ Implicit bias among physicians and its prediction of thrombolysis decisions for black and white patients J Gen Intern Med 2007 22 1231 8 17594129 PMC2219763
- [30]Sabin JA Nosek BA Greenwald AG Rivara FP Physicians’ implicit and explicit attitudes about race by MD race, ethnicity and gender JHCPU 2009 20 896 913 PMC3320738 19648715
- [31]Sabin JA Rivara FP Greenwald AG Physician implicit attitudes and stereotypes about race and quality of medical care Med Care 2008 46 678 685 18580386
- [32]White-Means S Dong A Hufstader M Brown LT Cultural competency, race, and skin tone bias among pharmacy, nursing, and medical students: Implications for addressing health disparities Med Care Res Rev 2009 66 436 455 19369696
- [33]Penner LA Dovidio JF West TV Gaertner SL Albrecht TL Dailey RK Markova Aversive racism and medical interactions with Black patients: A field study J Exp Soc Psychol 2009 46 436 440 20228874 PMC2835170
- [34]Haider AH Sexton J Sriram N Association of unconscious race and social class bias with vignette–based clinical assessments by medical students JAMA 2011 306 9 942 951 21900134 PMC3684149
- [35]Blair IV Steiner JF Havranek EP Unconscious (implicit) bias and health disparities: Where do we go from here? Perm J 2011 15 2 71 78 21841929 PMC3140753
- [37]De Houwer J Teige-Mocigemba S Spruyt A Moors A 2009 Implicit measures: A normative analysis and review Psychol Bull 135 347 368 19379018
- [38]Blair IV Judd CM Havranek EP Steiner JF Using community data to test the discriminant validity of ethnic/racial group IATs J of Psychol 2010 218 36 43 PMC3882026 24404433
- [41]Greenwald AG Nosek BA Banaji MR Understanding and using the Implicit Association Test: I. An improved scoring algorithm J Pers Soc Psychol 2003 85 197 216 12916565
- [43]Burgess DJ Are providers more likely to contribute to healthcare disparities under high levels of cognitive load? How features of the healthcare setting may lead to biases in medical decision making Med Decis Making 2010 30 246 257 19726783 PMC3988900
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Bailey, Z. D., Krieger, N., Agénor, M., Graves, J., Linos, N., & Bassett, M. T. (2017) · The Lancet · doi:10.1016/s0140-6736(17)30569-x · Cited by 5,203 · see citing works
Implicit bias in healthcare professionals: a systematic review
FitzGerald, C., & Hurst, S. (2017) · BMC Medical Ethics · doi:10.1186/s12910-017-0179-8 · Cited by 2,398 · see citing works
Hall, W. J., Chapman, M. V., Lee, K. M., Merino, Y. M., Thomas, T. W., Payne, B. K., Eng, E., Day, S. H., & Coyne-Beasley, T. (2015) · American Journal of Public Health · doi:10.2105/ajph.2015.302903 · Cited by 2,176 · see citing works
Havranek, E. P., Mujahid, M. S., Barr, D. A., Blair, I. V., Cohen, M. S., Cruz-Flores, S., Davey-Smith, G., Dennison-Himmelfarb, C. R., Lauer, M. S., Lockwood, D. W., et al. (2015) · Circulation · doi:10.1161/cir.0000000000000228 · Cited by 1,472 · see citing works
Self-citationZestcott, C. A., Blair, I. V., & Stone, J. (2016) · Group Processes & Intergroup Relations · doi:10.1177/1368430216642029 · Cited by 381 · see citing works
“For example, Blair, Havaranek, et al. (2013) found that while doctors held implicit bias against Latino and African American patients, negative explicit attitudes against these groups were virtually nonexistent.”
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Self-citationImplicit Gender Bias and the Use of Cardiovascular Tests Among Cardiologists
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Self-citation
- Authors
- Blair, I. V., Havranek, E. P., Price, D. W., Hanratty, R., Fairclough, D. L., Farley, T., Hirsh, H. K., & Steiner, J. F.
- Affiliations
- Kaiser Permanente (US)
- Venue
- American Journal of Public Health
- Publisher
- American Public Health Association
- Published
- 2013-01
- Volume
- 103
- Issue
- 1
- Pages
- 92-98
- ISSN
- 0090-0036 (ISSN-L)
- 1541-0048
- PMC
- PMC3518332
- OpenAlex
- W2145320067
- Cited by
- 160
- References
- 5
- Citations by year
- 2026: 7 · 2025: 6 · 2024: 15 · 2023: 12 · 2022: 20 · 2021: 16 · 2020: 16 · 2019: 13 · 2018: 9 · 2017: 13 · 2016: 13 · 2015: 8 · 2014: 9 · 2013: 3
- FWCI
- 21.10
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- American Journal of Public Health (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- Funders
- Kaiser Permanente
- National Institutes of Health
- National Heart, Lung, and Blood Institute (R21HL089623, HL089623, HL088198, R01HL088198)
- Topics
- Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
- Social Sciences › Sociology and Political Science › Social and Intergroup Psychology
- Social Sciences › Sociology and Political Science › Cultural Competency in Health Care
- Keywords
- implicit bias, explicit bias, Hispanic Americans, African Americans, primary care providers, community members, racial bias in medicine, Implicit Association Test, health disparities, Denver
- MeSH terms
- Workforce, Adolescent, Adult, Attitude of Health Personnel, Black or African American, Colorado, Female, Hispanic or Latino, Humans, Male, Middle Aged, Physician-Patient Relations, Primary Health Care, Stereotyped Behavior, Health Care Surveys, Young Adult, Racism
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