Related Experiment Video
Updated: Aug 24, 2025

Author Spotlight: Unveiling Prognostic Indicators in Heart Failure - The Role of Phase Angle and Bioelectrical Impedance Analysis
Published on: June 30, 2023
Racial Bias on the Emergency Medicine Standardized Letter of Evaluation
Paul Kukulski1, Alan Schwartz2, Laura E Hirshfield3
1is Assistant Professor and Assistant Program Director, Section of Emergency Medicine, Department of Medicine, University of Chicago.
Background:
Studies on components of residency applications have shown evidence of racial bias. The Standardized Letter of Evaluation (SLOE) is an assessment measure for emergency medicine (EM) residency applications and, as more specialties opt to use SLOEs in place of narrative letters of recommendation, understanding bias on standardized assessments is essential.
Objective:
To determine whether there is a difference in rankings on the EM SLOE between underrepresented in medicine (UIM) and non-UIM applicants, White and non-White applicants, and to examine whether differences persist after controlling for other characteristics.
Methods:
The sample was drawn from medical students who applied to EM residency at the study institution in 2019. We compared rankings between UIM and non-UIM students and between students of each individual race/ethnicity and White students, after controlling for United States Medical Licensing Examination Step scores, Alpha Omega Alpha status, type of school (US MD, US DO, internation medical graduate), Medical Student Performance Evaluation class percentile, affiliated program vs visiting clerkship SLOE, gender and the interaction of race/ethnicity and gender, and adjusted for students submitting multiple SLOEs, using ordinal regression.
Results:
There were 1555 applicants to the study institution in 2019; 1418 (91.2%) had a SLOE and self-identified race/ethnicity. After controlling for applicant characteristics, non-UIM students were significantly more likely to be ranked higher than UIM students on "Rank Against Peers," (OR 1.46, 95% CI 1.03-2.07) and Grade (OR 1.46, 95% CI 1.05-2.04).
Conclusions:
Analysis of EM SLOEs submitted to our institution demonstrates racial bias on this standardized assessment tool, which persists after controlling for other performance predictors.
More Related Videos
Related Concept Videos
Bias in Epidemiological Studies
Bias
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
SBAR II: Application of SBAR
SBAR Report from a Nurse to a Health Care Provider
S: "Hello, Dr. Smith. This is Jane, RN, from the Med Surg unit. I am calling to tell you about Ms. White in Room 210, who is experiencing increased pain and redness at her incision site. Her recent...
Ethical Issues
Ethical Concerns in Healthcare:
Barriers to Effective Communication II
Cultural barriers:
Differences in values, beliefs, religion, knowledge, and tradition can significantly impact communication. Awareness of nonverbal cues is critical, especially when conversing with a patient from a different culture. What appears appropriate in one culture may be inappropriate in another.
Semantic barriers:
As a result of their tendency to use...
Confirmation Biases

