The DOI matches its Crossref record; 11 of the 11 references it cites were found in a registry or an index.
Medical School Experiences Associated with Change in Implicit Racial Bias Among 3547 Students: A Medical Student CHANGES Study Report
Open accessAbstract
BACKGROUND: Physician implicit (unconscious, automatic) bias has been shown to contribute to racial disparities in medical care. The impact of medical education on implicit racial bias is unknown. OBJECTIVE: To examine the association between change in student implicit racial bias towards African Americans and student reports on their experiences with 1) formal curricula related to disparities in health and health care, cultural competence, and/or minority health; 2) informal curricula including racial climate and role model behavior; and 3) the amount and favorability of interracial contact during school. DESIGN: Prospective observational study involving Web-based questionnaires administered during first (2010) and last (2014) semesters of medical school. PARTICIPANTS: A total of 3547 students from a stratified random sample of 49 U.S. medical schools. MAIN OUTCOME(S) AND MEASURE(S): Change in implicit racial attitudes as assessed by the Black-White Implicit Association Test administered during the first semester and again during the last semester of medical school. KEY RESULTS: In multivariable modeling, having completed the Black-White Implicit Association Test during medical school remained a statistically significant predictor of decreased implicit racial bias (-5.34, p ≤ 0.001: mixed effects regression with random intercept across schools). Students' self-assessed skills regarding providing care to African American patients had a borderline association with decreased implicit racial bias (-2.18, p = 0.056). Having heard negative comments from attending physicians or residents about African American patients (3.17, p = 0.026) and having had unfavorable vs. very favorable contact with African American physicians (18.79, p = 0.003) were statistically significant predictors of increased implicit racial bias. CONCLUSIONS: Medical school experiences in all three domains were independently associated with change in student implicit racial attitudes. These findings are notable given that even small differences in implicit racial attitudes have been shown to affect behavior and that implicit attitudes are developed over a long period of repeated exposure and are difficult to change.
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Cites
Regression Diagnostics: Identifying Influential Data and Sources of Collinearity
Belsley, D. A., Kuh, E., & Welsch, R. E. (1980) · Wiley Series in Probability and Statistics · doi:10.1002/0471725153 · Cited by 7,297
Unequal treatment: confronting racial and ethnic disparities in health care
(2003) · Choice Reviews Online · doi:10.5860/choice.40-5843 · Cited by 7,043
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
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
Self-citationThe effect of patient race and socio-economic status on physicians' perceptions of patients
van Ryn, M., & Burke, J. (2000) · Social Science & Medicine · doi:10.1016/s0277-9536(99)00338-x · Cited by 1,509
Cooper, L. A., Roter, D. L., Carson, K. A., Beach, M. C., Sabin, J. A., Greenwald, A. G., & Inui, T. S. (2012) · American Journal of Public Health · doi:10.2105/ajph.2011.300558 · Cited by 815
Sabin, J. A., & Greenwald, A. G. (2012) · American Journal of Public Health · doi:10.2105/ajph.2011.300621 · Cited by 525 · cited 1×
“Implicit racial bias influences behavior in unintentional but powerful and systematic ways,(10) profoundly influencing clinical decision-making.(11,12) In addition, implicit racial bias predicts nonverbal behavior such as eye contact and posture, and has been shown to influence the quality of physicians’ interpersonal…”
BackgroundDovidio, J. F., Penner, L. A., Albrecht, T. L., Norton, W. E., Gaertner, S. L., & Shelton, J. N. (2008) · Social Science & Medicine · doi:10.1016/j.socscimed.2008.03.019 · Cited by 455
Self-citationClinicians' Implicit Ethnic/Racial Bias and Perceptions of Care Among Black and Latino Patients
Blair, I. V., Steiner, J. F., Fairclough, D. L., Hanratty, R., Price, D. W., Hirsh, H. K., Wright, L. A., Bronsert, M., Karimkhani, E., Magid, D. J., et al. (2013) · The Annals of Family Medicine · doi:10.1370/afm.1442 · Cited by 409
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
Cited by
Racial and Ethnic Disparities in the Quality of Health Care
Fiscella, K., & Sanders, M. R. (2016) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-032315-021439 · Cited by 517
Reducing intergroup bias through intergroup contact: Twenty years of progress and future directions
Dovidio, J. F., Love, A., Schellhaas, F. M. H., & Hewstone, M. (2017) · Group Processes & Intergroup Relations · doi:10.1177/1368430217712052 · Cited by 429
Self-citationZestcott, C. A., Blair, I. V., & Stone, J. (2016) · Group Processes & Intergroup Relations · doi:10.1177/1368430216642029 · Cited by 381
“In contrast, van Ryn et al. (2015) reported that having completed an IAT (with feedback) was a significant predictor of decreases in implicit bias after controlling for instruction in cultural competence and minority health.”
Morris, M., Cooper, R. L., Ramesh, A., Tabatabai, M., Arcury, T. A., Shinn, M., Im, W., Juarez, P., & Matthews-Juarez, P. (2019) · BMC Medical Education · doi:10.1186/s12909-019-1727-3 · Cited by 363
The Hidden Curricula of Medical Education: A Scoping Review
Lawrence, C., Mhlaba, T., Stewart, K. A., Moletsane, R., Gaede, B., & Moshabela, M. (2018) · Academic Medicine · doi:10.1097/acm.0000000000002004 · Cited by 312
Metadata
- Authors
- van Ryn, M., Hardeman, R., Phelan, S. M., PhD, D. J. B., Dovidio, J. F., Herrin, J., Burke, S. E., Nelson, D. B., Perry, S., Yeazel, M., & Przedworski, J. M.
- Venue
- Journal of General Internal Medicine
- Published
- 2015-07-01
- Volume
- 30
- Issue
- 12
- Pages
- 1748-1756
- ISSN
- 0884-8734 (ISSN-L)
- 1525-1497
- OpenAlex
- W2145216319
- Cited by
- 302
- References
- 11
- FWCI
- 53.64
- Type
- journal article
- Language
- en
- Open access
- hybrid
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- van Ryn, M., Hardeman, R., Phelan, S. M., PhD, D. J. B., Dovidio, J. F., Herrin, J., Burke, S. E., Nelson, D. B., Perry, S., Yeazel, M., & Przedworski, J. M. (2015). Medical School Experiences Associated with Change in Implicit Racial Bias Among 3547 Students: A Medical Student CHANGES Study Report. Journal of General Internal Medicine. https://doi.org/10.1007/s11606-015-3447-7
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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