Feinberg School of Medicine, Chicago, Illinois.
Feinberg School of Medicine, Chicago, Illinois; Department of Obstetrics and Gynecology, Northwestern University, Chicago, Illinois.
J Minim Invasive Gynecol. 2023 May;30(5):406-413. doi: 10.1016/j.jmig.2023.01.014. Epub 2023 Feb 1.
To examine whether there are gender differences in letters of recommendation (LORs) written for residents applying to gynecology surgical fellowships.
Retrospective study.
Single, academic institution.
LORs for applicants to gynecology oncology, urogynecology, and minimally invasive gynecology fellowships during the 2019-2020 application cycle.
Not applicable.
We analyzed the linguistic content of the letters for the presence of 4 summary variables and 21 word categories based on previous studies using validated computerized text analysis software. We used multivariable analysis using linear mixed models to compare linguistic characteristics of letters by applicant gender. We performed qualitative content analysis on letters and compared the frequency of code themes by gender. The mixed-method design was planned to allow for analysis of domains not captured in text analysis. Among 680 letters written for 186 applicants, 124 (18.2%) were written for men, and 556 (81.8%) were written for women. There were no differences in the least square mean (standard error) word counts for LORs written for men and women applicants, 465 (20.0) vs 458(9.4) words, p = .74. In multivariable analysis, LORs written for men were found to have higher authentic tone and more risk words (p = .005 and p = .03, respectively). LORs written for women contained more communal (relationship-oriented) words (p = .006). The qualitative analysis demonstrated that ability, interpersonal traits, surgical skills, and research were the most often mentioned themes. Comments about compassion/empathy, leadership potential, teaching, interpersonal skills, and patient rapport were found more often in letters for men. More doubt raisers (words that raise doubt or concern) were present in letters for men, but letters for both genders had similar levels of negative criticism. In contrast, comments on ability, being "drama-free," and self-awareness were found more often in letters for women.
There were gender differences in LORs written for obstetrics and gynecology surgical subspecialty fellowship applicants indicating the presence of gender bias.
探讨申请妇科外科研究员职位的住院医师推荐信(LOR)中是否存在性别差异。
回顾性研究。
单一的学术机构。
2019-2020 年申请周期中妇科肿瘤学、泌尿妇科和微创妇科研究员职位的 LOR 申请人。
不适用。
我们根据之前使用经过验证的计算机文本分析软件的研究,分析了信件的语言内容,以确定 4 个总结变量和 21 个单词类别。我们使用多元分析线性混合模型比较了申请人性别对信件语言特征的影响。我们对信件进行了定性内容分析,并比较了按性别出现的代码主题的频率。混合方法设计旨在允许分析文本分析未捕获的领域。在为 186 名申请人撰写的 680 封信件中,有 124 封(18.2%)是写给男性的,556 封(81.8%)是写给女性的。为男性和女性申请人撰写的 LOR 的最小平方均值(标准误差)字数没有差异,男性为 465(20.0)个,女性为 458(9.4)个,p = 0.74。在多变量分析中,发现为男性申请人撰写的 LOR 具有更高的真实性和更多的风险词汇(p = 0.005 和 p = 0.03)。为女性申请人撰写的 LOR 包含更多的共通体(面向关系)词汇(p = 0.006)。定性分析表明,能力、人际关系特质、手术技能和研究是最常被提及的主题。在写给男性的信中,更多地提到了同情心/同理心、领导潜力、教学、人际交往能力和与患者的融洽关系。在写给男性的信中,更多地使用了质疑词(引起怀疑或关注的词),但两种性别信件的负面批评水平相似。相比之下,在写给女性的信中,更多地提到了能力、“不惹麻烦”和自我意识。
在写给妇产科外科研究员职位申请人的 LOR 中存在性别差异,表明存在性别偏见。