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Do Physicians' Implicit Views of African Americans Affect Clinical Decision Making?
Open accessAbstract
BACKGROUND: Total knee replacement (TKR) is a cost-effective treatment option for severe osteoarthritis (OA). While prevalence of OA is higher among blacks than whites, TKR rates are lower among blacks. Physicians' implicit preferences might explain racial differences in TKR recommendation. The objective of this study was to evaluate whether the magnitude of implicit racial bias predicts physician recommendation of TKR for black and white patients with OA and to assess the effectiveness of a web-based instrument as an intervention to decrease the effect of implicit racial bias on physician recommendation of TKR. METHODS: In this web-based study, 543 family and internal medicine physicians were given a scenario describing either a black or white patient with severe OA refractory to medical treatment. Questionnaires evaluating the likelihood of recommending TKR, perceived medical cooperativeness, and measures of implicit racial bias were administered. The main outcome measures included TKR recommendation, implicit racial preference, and medical cooperativeness stereotypes measured with implicit association tests. RESULTS: Subjects displayed a strong implicit preference for whites over blacks (P < .0001) and associated "medically cooperative" with whites over blacks (P < .0001). Physicians reported significantly greater liking for whites over blacks (P < .0001) and reported believing whites were more medically cooperative than blacks (P < .0001). Participants reported providing similar care for white and black patients (P = .10) but agreed that subconscious biases could influence their treatment decisions (P < .0001). There was no significant difference in the rate of recommendation for TKR when the patient was black (47%) versus white (38%) (P = .439), and neither implicit nor explicit racial biases predicted differential treatment recommendations by race (all P > .06). Although participants were more likely to recommend TKR when completing the implicit association test before the decision, patient race was not significant in the association (P = .960). CONCLUSIONS: Physicians possessed explicit and implicit racial biases, but those biases did not predict treatment recommendations. Clinicians' biases about the medical cooperativeness of blacks versus whites, however, may have influenced treatment decisions.
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“Several studies post 2013 (thus after our cut-off date) have also indicated a null relationship between levels of implicit bias and clinical decision-making [52–54].”
From Implicit bias in healthcare professionals: a systematic review (2017) · cites this paper as [52]
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Cites
Measuring individual differences in implicit cognition: the implicit association test
Greenwald, A. G., McGhee, D. E., & Schwartz, J. L. K. (1998) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.74.6.1464 · Cited by 9,210
Unequal treatment: confronting racial and ethnic disparities in health care
(2003) · Choice Reviews Online · doi:10.5860/choice.40-5843 · Cited by 7,043
Unequal treatment: confronting racial and ethnic disparities in health care.
Smedley, B. D., Stith, A. Y., & Nelson, A. (2003) · University Libraries (University of Maryland) · doi:10.13016/1bbm-d7bq · Cited by 6,567
Understanding and using the Implicit Association Test: I. An improved scoring algorithm.
Greenwald, A. G., Nosek, B. A., & Banaji, M. R. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.85.2.197 · Cited by 5,815
Self-citationCapps, L. (2003) · JAMA · doi:10.1001/jama.290.18.2487-b · Cited by 4,558
Wyer, R. S., & Srull, T. K. (2014) · Psychology Press eBooks · doi:10.4324/9781315807102 · Cited by 4,211
Understanding and using the Implicit Association Test: III. Meta-analysis of predictive validity.
Greenwald, A. G., Poehlman, T. A., Uhlmann, E. L., & Banaji, M. R. (2009) · Journal of Personality and Social Psychology · doi:10.1037/a0015575 · Cited by 3,257
The Effect of Race and Sex on Physicians' Recommendations for Cardiac Catheterization
Schulman, K. A., Berlin, J. A., Harless, W., Kerner, J. F., Sistrunk, S., Gersh, B. J., Dubé, R., Taleghani, C. K., Burke, J. E., Williams, S., et al. (1999) · New England Journal of Medicine · doi:10.1056/nejm199902253400806 · Cited by 1,934
Green, A. R., Carney, D. R., Pallin, D. J., Ngo, L. H., Raymond, K. L., Iezzoni, L. I., & Banaji, M. R. (2007) · Journal of General Internal Medicine · doi:10.1007/s11606-007-0258-5 · Cited by 1,460
Pervasiveness and correlates of implicit attitudes and stereotypes
Nosek, B. A., Smyth, F. L., Hansen, J. J., Devos, T., Lindner, N. M., Ranganath, K. A., Smith, C. T., Olson, K. R., Chugh, D., Greenwald, A. G., et al. (2007) · European Review of Social Psychology · doi:10.1080/10463280701489053 · Cited by 1,247
Self-citationThe Implicit Association Test at Age 7: A Methodological and Conceptual Review
Nosek, B. A., Greenwald, A. G., & Banaji, M. R. (2007) · Cited by 987
Self-citationAnderson, J. J., & Felson, D. T. (1988) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a114939 · Cited by 901
Social Psychology and the Unconscious: The Automaticity of Higher Mental Processes
Bargh, J. A. (2014) · Cited by 785
Health-Related Quality of Life after Knee Replacement
HAWKER, G. A., Wright, J. G., Coyte, P. C., Paul, J. E., Dittus, R. S., Croxford, R., Katz, B. P., Bombardier, C., Heck, D. A., & Freund, D. A. (1998) · Journal of Bone and Joint Surgery · doi:10.2106/00004623-199802000-00003 · Cited by 681
Implicit social cognition: from measures to mechanisms
Nosek, B. A., Hawkins, C. B., & Frazier, R. S. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.01.005 · Cited by 578
Self-citationEpstein, A. M., Ayanian, J. Z., Keogh, J. H., Noonan, S. J., Armistead, N. C., Cleary, P. D., Weissman, J. S., David-Kasdan, J. A., CARLSON, D. M., Fuller, J., et al. (2000) · New England Journal of Medicine · doi:10.1056/nejm200011233432106 · Cited by 569
Physicians’ Implicit and Explicit Attitudes About Race by MD Race, Ethnicity, and Gender
Sabin, J. A., Nosek, B. A., Greenwald, A. G., & Rivara, F. P. (2009) · Journal of Health Care for the Poor and Underserved · doi:10.1353/hpu.0.0185 · Cited by 472
Self-citationSabin, J. A., Marini, M., & Nosek, B. A. (2012) · PLoS ONE · doi:10.1371/journal.pone.0048448 · Cited by 439
Self-citationA Multitrait-Multimethod Validation of the Implicit Association Test
Nosek, B. A., & Smyth, F. L. (2007) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169.54.1.14 · Cited by 427
Self-citationHannan, E. L., van Ryn, M., Burke, J., Stone, D., Kumar, D., Arani, D. T., Pierce, W., Rafii, S. E., Sanborn, T. A., Sharma, S., et al. (1999) · Medical Care · doi:10.1097/00005650-199901000-00010 · Cited by 279
Haider, A. H., Sexton, J., Sriram, N., Cooper, L. A., Efron, D. T., Swoboda, S., Villegas, C. V., Haut, E. R., Bonds, M., Pronovost, P. J., et al. (2011) · JAMA · doi:10.1001/jama.2011.1248 · Cited by 274
Do gender and race affect decisions about pain management?
Weisse, C. S., Sorum, P. C., Sanders, K. N., & Syat, B. L. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016004211.x · Cited by 236
Blacks in the coronary artery surgery study (CASS): race and clinical decision making.
Maynard, C. C., Fisher, L. D., Passamani, E. R., & Pullum, T. (1986) · American Journal of Public Health · doi:10.2105/ajph.76.12.1446 · Cited by 236
Quality of Care by Race and Gender for Congestive Heart Failure and Pneumonia
Ayanian, J. Z., Weissman, J. S., Chasan-Taber, S., & Epstein, A. M. (1999) · Medical Care · doi:10.1097/00005650-199912000-00009 · Cited by 215
Cost Effectiveness and Quality of Life in Knee Arthroplasty
Lavernia, C. J., Guzman, J. F., & Gachupin-Garcia, A. (1997) · Clinical Orthopaedics and Related Research · doi:10.1097/00003086-199712000-00018 · Cited by 208
Demographic variation in the rate of knee replacement: a multi-year analysis.
Katz, B. P., Freund, D. A., Heck, D. A., Dittus, R. S., Paul, J. E., Wright, J. G., Coyte, P. C., Holleman, E., & HAWKER, G. A. (1996) · Europe PMC (PubMed Central) · Cited by 189
Ethnic Variation in Knee Replacement
Suarez-Almazor, M. E. (2005) · Archives of Internal Medicine · doi:10.1001/archinte.165.10.1117 · Cited by 150
Furth, S. L., Garg, P. P., Neu, A. M., Hwang, W., Fivush, B. A., & Powe, N. R. (2000) · PEDIATRICS · doi:10.1542/peds.106.4.756 · Cited by 150
Do Patient Preferences Contribute to Racial Differences in Cardiovascular Procedure Use?
Whittle, J., Conigliaro, J. C., Good, C. B., & JOSWIAK, M. L. (1997) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.1997.012005267.x · Cited by 149
Family History and Prostate Cancer Risk
Lesko, S. M., Rosenberg, L. A., & Shapiro, S. (1996) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a008876 · Cited by 147
Differences by race in the rates of procedures performed in hospitals for Medicare beneficiaries.
McBean, A. M., & Gornick, M. E. (1994) · PubMed · Cited by 145
10??? to 20-Year Followup of Total Knee Arthroplasty for Valgus Deformities
Miyasaka, K. C., Ranawat, C. S., & Mullaji, A. (1997) · Clinical Orthopaedics and Related Research · doi:10.1097/00003086-199712000-00006 · Cited by 139
Racial differences in the use of total knee arthroplasty for osteoarthritis among older Americans.
Wilson, M. G., Ds, M., & Jj, K. (1994) · PubMed · Cited by 135
Sedlis, S. P., Fisher, V. J., Tice, D., Esposito, R., Madmon, L., & Steinberg, E. H. (1997) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(97)00089-9 · Cited by 131
The Dartmouth Atlas of Musculoskeletal Health Care
Sledge, C. B. (2001) · Journal of Bone and Joint Surgery · doi:10.2106/00004623-200107000-00038 · Cited by 116
The Effect of Race on the Referral Process for Invasive Cardiac Procedures
Einbinder, L. C., & Schulman, K. A. (2000) · Medical Care Research and Review · doi:10.1177/1077558700057001s08 · Cited by 108
Racial Disparities in Joint Replacement Use Among Older Adults
Dunlop, D. D., Song, J., Manheim, L. M., & Chang, R. W. (2003) · Medical Care · doi:10.1097/01.mlr.0000044908.25275.e1 · Cited by 105
A survey of osteoarthritis of the knee in the elderly.
Forman, M. D., Malamet, R., & Kaplan, D. (1983) · PubMed · Cited by 80
Racial disparity in knee arthroplasty utilization in the veterans health administration
Jones, A. C., Kwoh, C. K., Kelley, M. E., & Ibrahim, S. A. (2005) · Arthritis Care & Research · doi:10.1002/art.21596 · Cited by 56
Nosek, B. A., Hawkins, C. B., & Frazier, R. S. (2012) · SAGE Publications Ltd eBooks · doi:10.4135/9781446247631.n3 · Cited by 53
Self-citationMelzer, D. R., Guralnik, J. M., & Brock, D. B. (2003) · Aging Clinical and Experimental Research · doi:10.1007/bf03324481 · Cited by 40
The Effect of Race on the Referral Process for Invasive Cardiac Procedures
Einbinder, L. C., & Schulman, K. A. (2000) · Medical Care Research and Review · doi:10.1177/107755800773743646 · Cited by 27
Bar-Anan, Y., & Nosek, B. A. (2009) · Elsevier eBooks · doi:10.1016/b978-012373873-8.00039-6 · Cited by 20
Self-citationReducing stigma toward individuals with mental illnesses: A brief, online manipulationPreprint
Menatti, A. R., Smyth, F. L., Teachman, B. A., & Nosek, B. A. (2016) · doi:10.31234/osf.io/ghfa3 · Cited by 11
Self-citationNosek, B. A., Sriram, N., & Umansky, E. (2012) · PLoS ONE · doi:10.1371/journal.pone.0036771 · Cited by 9
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Implicit bias in healthcare professionals: a systematic review
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“Many other studies have failed to find any association between providers’ implicit race or class biases and their medical judgments (Haider, Schneider, Sriram, Dossick, et al., 2015; Haider, Schneider, Sriram, Scott, et al., 2015; Haider et al., 2011; Oliver et al., 2014; Sabin et al., 2008).”
Metadata
- Authors
- Oliver, M. N., Wells, K. M., Joy-Gaba, J. A., Hawkins, C. B., & Nosek, B. A.
- Affiliations
- Virginia Commonwealth University (US)
- Venue
- The Journal of the American Board of Family Medicine
- Published
- 2014-03-01
- Volume
- 27
- Issue
- 2
- Pages
- 177-188
- ISSN
- 1557-2625 (ISSN-L)
- 1558-7118
- OpenAlex
- W2137147259
- Cited by
- 152
- References
- 46
- Citations by year
- 2026: 4 · 2025: 12 · 2024: 16 · 2023: 15 · 2022: 26 · 2021: 17 · 2020: 20 · 2019: 9 · 2018: 6 · 2017: 8 · 2016: 13 · 2015: 2 · 2014: 4
- FWCI
- 29.33
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- The Journal of the American Board of Family Medicine (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
- Social Sciences › Gender Studies › Diversity and Career in Medicine
- Social Sciences › Sociology and Political Science › Social and Intergroup Psychology
- Keywords
- implicit racial bias, total knee arthroplasty, osteoarthritis, racial disparities in health care, African American patients, Implicit Association Test, bias interventions
- MeSH terms
- Adult, Attitude of Health Personnel, Black or African American, Decision Making, Family Practice, Female, Humans, Internal Medicine, Male, Middle Aged, Patient Compliance, Physicians, Surveys and Questionnaires, United States, Health Care Surveys, Arthroplasty, Replacement, Knee, Osteoarthritis, Knee, Healthcare Disparities, Self Report, Racism
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