Byrd Kaitland M, Spiegel Michelle, Kilb Edward F, Vranas Kelly, Schweiger Liana, Lee Kathleen T, Schroeder Julia, Vita Alexandra, Agarwal Gareema, Choudhuri Irada, Arora Ishita Sunita, Sarma Nandini, Jain Snigdha, Akgün Kathleen M, Heath Janae K, Viglianti Elizabeth M
Division of Pulmonary and Critical Care, Department of Internal Medicine, and.
Department of Medicine, College of Medicine, Medical University of South Carolina, Charleston, South Carolina.
ATS Sch. 2025 Mar;6(1):65-73. doi: 10.34197/ats-scholar.2024-0074OC. Epub 2025 Jan 14.
Letters of recommendation (LORs) are crucial for fellowship applications, but implicit biases can affect their quality. The aim of this study was to examine sex-based differences among multiinstitutional pulmonary and critical care medicine (PCCM) fellowship LORs. All 2021 PCCM fellowship applications submitted to five regional U.S. programs (South, Midwest, East, Northeast, and West) were deidentified, and applicant demographics and accomplishments were abstracted. The letter writer's gender was identified through an online search of professional websites. Linguistic Inquiry and Word Count was used to identify the frequency of adjective types (e.g., grindstone, communal). We measured the associations between applicant sex and the outcomes of total word count and degree of support using multivariable linear regression models adjusting for applicant demographics, accomplishments, and letter writer's gender for each program. In total, 9,153 LORs were included in the analysis. The majority of applicants (64.1% [ = 1,703 of 2,658]) were male, and most letter writers (72.1% [ = 6,603 of 9,152]) identified as men. When adjusting for applicant demographics and accomplishments and letter writer's gender, female applicants' LORs had significantly more supportive words compared with those of male applicants in three of the five programs (Midwest, 2.4 more words [95% confidence interval (CI), 0.5-4.3; = 0.01]; South, 1.9 more words [95% CI, 0.1-3.6; = 0.03]; Northeast, 2.5 more words [95% CI, 0.2-4.9; = 0.04]) and longer letters in two programs (South, 40.1 more words [95% CI, 12.3-68.0; = 0.005]; Midwest, 29.8 more words [95% CI, 0.7-58.9; = 0.045]). The length and supportiveness of PCCM fellowship applicants' LORs varied by applicant sex and region. Further work should explore why these differences exist and how the information garnered from them is viewed by fellowship selection committees.
推荐信对于申请奖学金至关重要,但隐性偏见会影响其质量。本研究的目的是调查多机构肺与重症医学(PCCM)奖学金推荐信中基于性别的差异。提交给美国五个地区项目(南部、中西部、东部、东北部和西部)的所有2021年PCCM奖学金申请均进行了去识别处理,并提取了申请人的人口统计学信息和成就。通过在线搜索专业网站确定写信人的性别。使用语言查询与字数统计来确定形容词类型(如磨盘、公共的)的出现频率。我们使用多变量线性回归模型,针对每个项目,在调整申请人的人口统计学信息、成就和写信人性别的基础上,测量申请人性别与总字数和支持程度结果之间的关联。分析共纳入9153封推荐信。大多数申请人(64.1%[2658人中的1703人])为男性,大多数写信人(72.1%[9152人中的6603人])为男性。在调整申请人的人口统计学信息、成就和写信人性别后,在五个项目中的三个项目(中西部,多2.4个词[95%置信区间(CI),0.5 - 4.3;P = 0.01];南部,多1.9个词[95%CI,0.1 - 3.6;P = 0.03];东北部,多2.5个词[95%CI,0.2 - 4.9;P = 0.04])中,女性申请人的推荐信相比男性申请人的推荐信有明显更多的支持性话语,在两个项目(南部,多40.1个词[95%CI,12.3 - 68.0;P = 0.005];中西部,多29.8个词[95%CI,0.7 - 58.9;P = 0.045])中信件更长。PCCM奖学金申请人推荐信的长度和支持程度因申请人性别和地区而异。进一步的工作应探索这些差异存在的原因以及奖学金选拔委员会如何看待从中获得的信息。