Ross David A, Boatright Dowin, Nunez-Smith Marcella, Jordan Ayana, Chekroud Adam, Moore Edward Z
Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States of America.
Department of Emergency Medicine, Yale University School of Medicine, New Haven, CT, United States of America.
PLoS One. 2017 Aug 9;12(8):e0181659. doi: 10.1371/journal.pone.0181659. eCollection 2017.
The transition from medical school to residency is a critical step in the careers of physicians. Because of the standardized application process-wherein schools submit summative Medical Student Performance Evaluations (MSPE's)-it also represents a unique opportunity to assess the possible prevalence of racial and gender disparities, as shown elsewhere in medicine.
The authors conducted textual analysis of MSPE's from 6,000 US students applying to 16 residency programs at a single institution in 2014-15. They used custom software to extract demographic data and keyword frequency from each MSPE. The main outcome measure was the proportion of applicants described using 24 pre-determined words from four thematic categories ("standout traits", "ability", "grindstone habits", and "compassion").
The data showed significant differences based on race and gender. White applicants were more likely to be described using "standout" or "ability" keywords (including "exceptional", "best", and "outstanding") while Black applicants were more likely to be described as "competent". These differences remained significant after controlling for United States Medical Licensing Examination Step 1 scores. Female applicants were more frequently described as "caring", "compassionate", and "empathic" or "empathetic". Women were also more frequently described as "bright" and "organized".
While the MSPE is intended to reflect an objective, summative assessment of students' qualifications, these data demonstrate for the first time systematic differences in how candidates are described based on racial/ethnic and gender group membership. Recognizing possible implicit biases and their potential impact is important for faculty who strive to create a more egalitarian medical community.
从医学院过渡到住院医师阶段是医生职业生涯中的关键一步。由于申请过程标准化,即学校提交总结性的医学生表现评估(MSPE),这也提供了一个独特的机会来评估种族和性别差异的可能普遍性,正如医学其他领域所显示的那样。
作者对2014 - 15年申请某单一机构16个住院医师项目的6000名美国学生的MSPE进行了文本分析。他们使用定制软件从每个MSPE中提取人口统计学数据和关键词频率。主要结果指标是使用来自四个主题类别(“突出特质”、“能力”、“勤奋习惯”和“同情心”)的24个预先确定的词汇来描述的申请人比例。
数据显示基于种族和性别的显著差异。白人申请人更有可能被用“突出”或“能力”相关的关键词描述(包括“卓越的”、“最佳的”和“杰出的”),而黑人申请人更有可能被描述为“有能力的”。在控制了美国医师执照考试第一步的分数后,这些差异仍然显著。女性申请人更常被描述为“关心他人的”、“有同情心的”、以及“善解人意的”或“有同理心的”。女性也更常被描述为“聪明的”和“有条理的”。
虽然MSPE旨在反映对学生资质的客观、总结性评估,但这些数据首次证明了基于种族/民族和性别群体成员身份在描述候选人方式上存在系统性差异。认识到可能存在的隐性偏见及其潜在影响对于努力创建更平等的医学社区的教师来说很重要。