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The Influence of Implicit Bias on Treatment Recommendations for 4 Common Pediatric Conditions: Pain, Urinary Tract Infection, Attention Deficit Hyperactivity Disorder, and Asthma
Open accessAbstract
Objectives. We examined the association between pediatricians’ attitudes about race and treatment recommendations by patients’ race. Methods. We conducted an online survey of academic pediatricians (n = 86). We used 3 Implicit Association Tests to measure implicit attitudes and stereotypes about race. Dependent variables were recommendations for pain management, urinary tract infections, attention deficit hyperactivity disorder, and asthma, measured by case vignettes. We used correlational analysis to assess associations among measures and hierarchical multiple regression to measure the interactive effect of the attitude measures and patients’ race on treatment recommendations. Results. Pediatricians’ implicit (unconscious) attitudes and stereotypes were associated with treatment recommendations. The association between unconscious bias and patient’s race was statistically significant for prescribing a narcotic medication for pain following surgery. As pediatricians’ implicit pro-White bias increased, prescribing narcotic medication decreased for African American patients but not for the White patients. Self-reported attitudes about race were associated with some treatment recommendations. Conclusions. Pediatricians’ implicit attitudes about race affect pain management. There is a need to better understand the influence of physicians’ unconscious beliefs about race on pain and other areas of care.
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“eight articles appeared to refer to the same data collected in a single cross-country comparison study [27–32, 34, 35] and a further two articles analysed the same data [45, 47].”
From Implicit bias in healthcare professionals: a systematic review (2017) · cites this paper as [45]
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“Four studies examining the correlation between IAT scores and responses to clinical vignettes found a significant correlation between high levels of pro-white implicit bias and treatment responses that favoured patients specified as white [42, 45–47].”
From Implicit bias in healthcare professionals: a systematic review (2017) · cites this paper as [45]
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Hammon, L., Mondzelewski, L., Robinson, C., & Milder, E. (2022) · Academic pediatrics · doi:10.1016/j.acap.2022.07.018 · Cited by 7
Kealy-Bateman, W., Gorman, G. M., & Carroll, A. (2021) · SAGE Open · doi:10.1177/21582440211016836 · Cited by 7
“Implicit bias was implicated in pediatrician opioid treatment of pain, reduced in African American patients versus White patients (Sabin & Greenwald, 2012).”
BackgroundUnderstanding Bias in Surgery: Perceived Cultural Similarity Between Surgeons and Patient Families
Leu, G. R., Links, A. R., Tunkel, D., Walsh, J., Ryan, M. A., DiCarlo, H., Jelin, E., Beach, M., & Boss, E. (2021) · Otolaryngology Head & Neck Surgery · doi:10.1177/0194599820982639 · Cited by 7
Anselem, O., Saurel-Cubizolles, M., Khoshnood, B., Blondel, B., Sauvegrain, P., Bertille, N., & Azria, E. (2020) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-021-04041-8 · Cited by 7
Goldberg, A., Frost, R. L., Manley, M. H., McCormick, N. M., Smith, J., & Brodzinsky, D. (2019) · Adoption Quarterly · doi:10.1080/10926755.2019.1675839 · Cited by 7
“…are multiracial, and thus their adoptive status is simply more obvious and less “private”) but also (b) report less positive feelings about pediatricians’ adoption competence, given that children of color are treated less favorably than white children by pediatricians (Sabin & Greenwald, 2012).”
BackgroundResultRedman, R., Reinsvold, M., Reddy, A., Bennett, P., Hoerauf, J. M., Puls, K., Ovrutsky, A. R., Ly, A. R., White, G., McNeil, O., et al. (2017) · Family Practice · doi:10.1093/fampra/cmx025 · Cited by 7
Lost in dissociation: The main paradigms in unconscious cognition.
Augusto, L. M. (2016) · Consciousness and Cognition · doi:10.1016/j.concog.2016.04.004 · Cited by 7
“…facets, such as knowledge management (e.g., Bennet & Bennet, 2008), education (e.g., ECU, 2013; Sun, Mathews, & Lane, 2007), medical care (e.g., Sabin & Greenwald, 2012), consumer behavior (e.g., Dijksterhuis et al., 2005), the law (e.g., Casey et al., 2012), artificial intelligence (e.g.,…”
BackgroundBakke, K. E., Sidhar, K., & Kumagai, A. K. (2014) · The AMA Journal of Ethic · doi:10.1001/virtualmentor.2014.16.06.medu1-1406 · Cited by 7
Disparities in Breast Cancer Screening and Diagnosis Among Black Women: A Path Toward Equity
Edmonds, C. E., McCarthy, A. M., Elmore, L. C., Mahmoud, M. A., Zeballos, C. R., Ginzberg, S. P., & Fayanju, O. M. (2025) · Journal of Breast Imaging · doi:10.1093/jbi/wbaf014 · Cited by 7
Hildenbrand, A. K., Gordon, L. P., & Salamon, K. S. (2024) · Journal of Pain · doi:10.1016/j.jpain.2024.104683 · Cited by 9
Disparities in Clinical Trial Participation: Multilevel Opportunities for Improvement.
Stewart, B., & Stewart, J. H. (2021) · Surgical Oncology Clinics of North America · doi:10.1016/j.soc.2021.07.007 · Cited by 6
Hernandez, R. A. (2021) · Health Communication · doi:10.1080/10410236.2021.1932107 · Cited by 6
“There is growing evidence that implicit bias has the potential to negatively affect physician cognition and decision-making with patients from certain social groups (Blair et al., 2014, 2011; Burgess et al., 2008; FitzGerald, 2014; Green et al., 2007; Pletcher et al., 2008; Sabin & Greenwald, 2012).”
BackgroundLo, J., Gauvreau, K., Baker, A., de Ferranti, S., Friedman, K., Lo, M. S., Dedeoğlu, F., Sundel, R., Newburger, J., & Son, M. (2021) · Jornal de Pediatria · doi:10.1016/j.jpeds.2021.01.007 · Cited by 6
The hard talk: Managing conflict in the cardiac intensive care unit
Allen, K. Y., & Davis, A. (2020) · Progress in Pediatric Cardiology · doi:10.1016/j.ppedcard.2020.101306 · Cited by 6
“Unfortunately, these unconscious biases influence the way information is organized and can lead to assumptions that change the way relationships are managed and ultimately the way care is delivered [22,23].”
The impact of race on choice of location for elective surgical care in New York city.
Perez, N. P., Stapleton, S., Tabrizi, M., Watkins, M., Lillemoe, K., Kelleher, C. M., & Chang, D. (2020) · American Journal of Surgery · doi:10.1016/j.amjsurg.2020.01.033 · Cited by 6
Pappalardo, A., & Martin, M. A. (2020) · Springer eBooks · doi:10.1007/978-3-030-31222-0_7 · Cited by 6
Predictors of Referral to a Pediatric Outpatient Chronic Pain Clinic
Tumin, D., Miller, R., Hakim, M., Shafy, S., Drees, D., Wrona, S. K., Smith, T. P., Tobias, J., & Bhalla, T. (2019) · The Clinical Journal of Pain · doi:10.1097/ajp.0000000000000664 · Cited by 6
Mayer-Brown, S. J., Basch, M. C., Robinson, M. E., & Janicke, D. M. (2018) · Childhood Obesity · doi:10.1089/chi.2018.0136 · Cited by 6
“17,18 These unconscious heuristics also lead healthcare providers to endorse negative stereotypes about adult patients with OV/OB, including rating them as lazy, 19,20 nonadherent to medical recommendations, 21,22 and more responsible for their conditions.”
Mindfulness Meditation as a Remedy to "White Ignorance" and Its Consequences
Polinska, W. (2018) · Buddhist-Christian Studies · doi:10.1353/bcs.2018.0026 · Cited by 5
Khamis-Dakwar, R., & Randazzo, M. (2021) · Critical Perspectives on Social Justice in Speech-Language Pathology · doi:10.4018/978-1-7998-7134-7.ch007 · Cited by 6
Isaac, A. J., Bufferd, S. J., & Mekawi, Y. (2025) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2025.107416 · Cited by 6
Combating racism in medical education: Problems, definitions, principles and practical steps.
Lewis, J. E., Pride, L. C., Effirim, M. A., Ashade, A., Hollis, R. J., Oyejide, K. O., & Lee, W.-C. (2025) · Journal of the National Medical Association · doi:10.1016/j.jnma.2025.02.002 · Cited by 5
Race and gender biases in assessing pain intensity and medication needs among Chinese observers
Liu, Z., Chuang, T.-Y., & Wang, S. (2024) · PAIN Reports · doi:10.1097/pr9.0000000000001231 · Cited by 4
Duffy, C. M. C., Bú, E. A. D., Pereira, C. R., Madeira, F., & Hagiwara, N. (2024) · Social Science & Medicine · doi:10.1016/j.socscimed.2024.117435 · Cited by 5
Persky, S., Hollister, B. M., Martingano, A. J., Dolwick, A. P., Telaak, S. H., Schopp, E. M., & Bonham, V. L. (2024) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2024.0066 · Cited by 5
Wetter, S. E., Himelhoch, A. C., & Driscoll, K. A. (2024) · Current Diabetes Reports · doi:10.1007/s11892-023-01527-x · Cited by 6
“Pediatric pain providers with greater implicit pro-White bias are more likely to prescribe narcotic medications for postoperative pain for White youth compared to Black youth [18].”
Wattles, B. A., Feygin, Y. B., Jawad, K., Stevenson, M., Vidwan, N. K., Blatt, D., Davis, D., Creel, L., Porter, J. M., Jones, V. F., et al. (2023) · Jornal de Pediatria · doi:10.1016/j.jpeds.2023.113572 · Cited by 5
Metadata
- Authors
- Sabin, J. A., & Greenwald, A. G.
- Affiliations
- University of Washington (US)
- Venue
- American Journal of Public Health
- Publisher
- American Public Health Association
- Published
- 2012-05
- Volume
- 102
- Issue
- 5
- Pages
- 988-995
- ISSN
- 0090-0036 (ISSN-L)
- 1541-0048
- PMC
- PMC3483921
- OpenAlex
- W2078029714
- Cited by
- 525
- References
- 0
- Citations by year
- 2026: 21 · 2025: 32 · 2024: 46 · 2023: 48 · 2022: 78 · 2021: 54 · 2020: 53 · 2019: 37 · 2018: 37 · 2017: 34 · 2016: 25 · 2015: 26 · 2014: 19 · 2013: 11 · 2012: 2
- FWCI
- 61.18
- 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)
- RePEc: Research Papers in Economics (submittedVersion)
- American Journal of Public Health
- Funders
- University of Washington
- Agency for Healthcare Research and Quality (R36 HS015676, 1-R36HS1576-01)
- National Institute of Mental Health (T32MH20010, T32MH020010)
- Topics
- Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
- Social Sciences › Gender Studies › Diversity and Career in Medicine
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Cultural Competency in Health Care
- Keywords
- implicit bias, racial bias in medicine, pediatricians, treatment guidelines, pain management, urinary tract infection, attention deficit hyperactivity disorder, asthma, racial disparities, African American patients, opioid prescribing, Implicit Association Test, racial stereotypes
- MeSH terms
- Central Nervous System Stimulants, Analgesics, Opioid, Asthma, Attention Deficit Disorder with Hyperactivity, Attitude of Health Personnel, Black or African American, Counseling, Female, Health Services Research, Humans, Male, Pediatrics, Prejudice, Referral and Consultation, Stereotyping, Urinary Tract Infections, White People, Healthcare Disparities, Pain Management
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