Education Research: Linguistic Analysis of Racial and Gender Biases in Letters of Recommendation of Neurology Residency Applicants

Key Points

• The study aims to identify the presence of implicit racial and gender biases in letters of recommendation for neurology residency applicants.
• Analyzed narrative letters of recommendation (NLOR) for neurology residency applicants.
• Compared linguistic patterns related to gender and race in recommendations.
• Used qualitative assessment to evaluate perceived biases in applicant descriptions.
• Identified significant linguistic bias favoring certain gender demographics.
• Found patterns of racial bias affecting applicant perceptions in NLORs.
• Concluded that biases could influence residency selection outcomes.