School of Medicine, University of California San Francisco, San Francisco, California.
Johns Hopkins Biostatistics Center, Johns Hopkins University, Baltimore, Maryland.
J Surg Educ. 2023 Jul;80(7):971-980. doi: 10.1016/j.jsurg.2023.04.009. Epub 2023 May 20.
There is a significant lack of ophthalmologists who self-identify as underrepresented in medicine (URiM) in the physician workforce. Prior literature has revealed bias in traditional metrics for selection relied on by resident programs such as United States Medical Licensing Examination (USMLE) scores, letters of recommendation (LOR), and induction into medical honors societies such as Alpha Omega Alpha (AOA). The purpose of this study was to elucidate race-based differences in word usage within ophthalmology residency letters of recommendation that may disproportionately affect URiM applicants.
This was a retrospective, cohort study.
This was a multicenter study across the Wilmer Eye Institute at Johns Hopkins, the University of California San Francisco, and the University of North Carolina at Chapel Hill.
San Francisco (SF) Match applications submitted to three ophthalmology residency programs between 2018 and 2020 were reviewed. URiM status, USMLE Step 1 score, and AOA membership were recorded. Letters of recommendation were analyzed using text analysis software. T-tests and chi-squared or Fisher's exact tests were used to compare continuous and categorical variables, respectively. Frequency of word/summary term usage in letters of recommendation were the main outcome measures.
Relative to non-URiM applicants, URiM applicants had lower USMLE Step 1 scores (mean difference=7.0; p<0.001). Non-URiM letters of recommendation were more likely to describe applicants as "dependable" (p=0.009) and highlight "research" (p=0.046). URiM letters were more likely to describe applicants as "warm" (p=0.02) and "caring" (p=0.02).
This study identified potential barriers for URiM ophthalmology residency applicants which can help guide future interventions to increase workforce diversity.
在医生队伍中,自我认同为医学代表性不足(URiM)的眼科医生数量显著不足。先前的文献表明,传统的选择指标存在偏见,这些指标依赖于住院医师项目所依赖的传统指标,如美国医师执照考试(USMLE)成绩、推荐信(LOR)和被医学荣誉学会(如 Alpha Omega Alpha(AOA))录取。本研究的目的是阐明眼科住院医师推荐信中基于种族的用词差异,这些差异可能会不成比例地影响 URiM 申请人。
这是一项回顾性队列研究。
这是一项在约翰霍普金斯威尔默眼科研究所、加利福尼亚大学旧金山分校和北卡罗来纳大学教堂山分校的多中心研究。
审查了 2018 年至 2020 年期间向三个眼科住院医师项目提交的旧金山(SF)匹配申请。记录了 URiM 身份、USMLE 第 1 步成绩和 AOA 会员资格。使用文本分析软件分析推荐信。使用 t 检验和卡方检验或 Fisher 精确检验分别比较连续和分类变量。推荐信中用词/摘要词的使用频率是主要的观察指标。
与非 URiM 申请人相比,URiM 申请人的 USMLE 第 1 步成绩较低(平均差异=7.0;p<0.001)。非 URiM 推荐信更有可能将申请人描述为“可靠”(p=0.009)并强调“研究”(p=0.046)。URiM 推荐信更有可能将申请人描述为“热情”(p=0.02)和“关心”(p=0.02)。
本研究确定了 URiM 眼科住院医师申请人的潜在障碍,这有助于指导未来的干预措施,以增加劳动力多样性。