Powers Alexa, Gerull Katherine M, Rothman Rachel, Klein Sandra A, Wright Rick W, Dy Christopher J
Department of Orthopaedic Surgery, Washington University School of Medicine, St. Louis, Missouri.
Saint Louis University School of Medicine, St. Louis, Missouri.
JB JS Open Access. 2020 Jun 26;5(3). doi: 10.2106/JBJS.OA.20.00023. eCollection 2020 Jul-Sep.
Letters of recommendation (LOR) are an important component of trainee advancement and assessment. Examination of word use in LOR has demonstrated significant differences in how letter writers describe female and male applicants. Given the emphasis on increasing both gender and racial diversity among orthopaedic surgeons, we aimed to study gender and racial differences in LOR for applicants to orthopaedic surgery residencies.
All applications submitted to a single, academic orthopaedic residency program in 2018 were included. Self-identified gender and race were recorded. The LOR were analyzed via a text analysis software program using previously described categories of communal, agentic, grindstone, ability, and standout words. We examined the relative frequency of word use in letters for (1) male and female applicants and (2) white and underrepresented in orthopaedics (UiO) applicants, with the subgroup analysis based on whether standardized (using the American Orthopaedic Association template) or traditional (narrative) LOR were used.
Two thousand six hundred twenty-five LOR were submitted for 730 applicants (79% men). Fifty-nine percent of applicants were self-identified as white, and 34% were self-identified as UiO. In traditional LOR, standout words (odds ratio [OR] 1.07; p = 0.01) were more likely to be used in letters for women compared with men, with no difference in any other word-use category. In standardized LOR, there were no gender-based differences in any word category. In traditional LOR, grindstone words (OR = 0.96; p = 0.02) were more likely to be used in letters for UiO than white applicants, whereas standout words (OR = 1.05; p = 0.04) were more likely to be used in letters for white candidates. In standardized LOR, there were no race-based differences in any word category use.
Small differences were found in the categories of words used to describe male and female candidates and white and UiO candidates. These differences were not present in the standardized LOR compared with traditional LOR. It is possible that the use of standardized LOR may reduce gender- and race-based bias in the narrative assessment of applicants.
推荐信是实习生晋升和评估的重要组成部分。对推荐信中用词的研究表明,推荐人描述女性和男性申请者的方式存在显著差异。鉴于强调增加骨科外科医生的性别和种族多样性,我们旨在研究骨科住院医师项目申请者推荐信中的性别和种族差异。
纳入2018年提交给一个学术性骨科住院医师项目的所有申请。记录自我认定的性别和种族。使用文本分析软件程序,根据先前描述的社群性、能动性、埋头苦干、能力和突出性词汇类别对推荐信进行分析。我们研究了用于(1)男性和女性申请者以及(2)白人申请者和骨科领域代表性不足(UiO)的申请者的推荐信中词汇使用的相对频率,并根据推荐信是标准化的(使用美国骨科协会模板)还是传统的(叙述性)进行亚组分析。
为730名申请者(79%为男性)提交了2625封推荐信。59%的申请者自我认定为白人,34%的申请者自我认定为UiO。在传统推荐信中,与男性相比,突出性词汇(优势比[OR]为1.07;p = 0.01)更有可能用于女性的推荐信中,在其他任何词汇使用类别上没有差异。在标准化推荐信中,任何词汇类别都没有基于性别的差异。在传统推荐信中,埋头苦干类词汇(OR = 0.96;p = 0.02)用于UiO申请者推荐信的可能性高于白人申请者,而突出性词汇(OR = 1.05;p = 0.04)用于白人申请者推荐信的可能性更高。在标准化推荐信中,任何词汇类别使用都没有基于种族的差异。
在用于描述男性和女性申请者以及白人申请者和UiO申请者的词汇类别中发现了细微差异。与传统推荐信相比,标准化推荐信中不存在这些差异。使用标准化推荐信有可能减少对申请者叙述性评估中基于性别和种族的偏见。