Purpose: We sought to evaluate hand surgery applicants' letters of recommendations to understand whether applicant and letter writer demographics contribute to racial and gender bias.
Methods: All applications submitted through the American Society for Surgery of the Hand match to a single institution fellowship program for the 2017 to 2019 application cycles were analyzed using validated text analysis software. Race/ethnicity information was derived from an analysis of applicant photos using the Face Secret Pro software. Primary outcome measures were differences in communal and agentic language used in letters of recommendation, stratified by both race/ethnicity and gender.
Results: A total of 912 letters of recommendation were analyzed for 233 applicants (51 female and 172 male). Of these, 88 were written by female letter writers and 824 were written by male letter writers. There were 8 Black, 12 Hispanic, 36 Asian, and 167 White applicants. Letter writers used more agentic language with Asian applicants and non-White applicants overall. Female letter writers used more communal terms and were not associated with applicant race or gender.
Conclusions: Letters of recommendation in hand surgery demonstrate disparities in language based on race and gender.
Clinical Relevance: Alerting letter writers to the role of implicit bias will hopefully spur a discussion on tools to mitigate the use of biased language and provide a foundation for an equitable selection process. Efforts to improve policies and procedures pertaining to diversity and inclusion are paramount to ensuring that fellows more completely represent the population hand surgeons wish to serve.
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http://dx.doi.org/10.1016/j.jhsa.2021.07.009 | DOI Listing |
Background: The standardized letter of evaluation (SLOE) for emergency medicine (EM) is a well-established tool for residency selection. While previous work characterizes the utility and outcomes related to SLOE use, less is known about SLOE authorship patterns and trends.
Objective: The objective was to measure the prevalence of group SLOEs in EM over time, characterize the role groups represented in group SLOEs, and compare the rating practices of groups of authors versus single authors.
J Surg Res
January 2025
Department of Surgery, Division of Plastic, Maxillofacial, and Oral Surgery, Duke University Medical Center, Durham, North Carolina.
Introduction: It has been previously shown that gender bias exists in standardized letters of recommendation for plastic surgery residency. However, similar analysis has not been conducted for narrative letters of recommendation (NLORs). Therefore, this study aims to determine if there exists linguistic bias in NLORs for plastic surgery residency based on applicants' and writers' gender and race.
View Article and Find Full Text PDFCan Med Educ J
November 2024
Department of Psychiatry, Max Rady College of Medicine, University of Manitoba, Manitoba, Canada.
Background: Efforts to better understand and improve letters of recommendation (LORs) in the resident selection process have identified unwritten rules and hidden practices that may limit their effectiveness. The objective of our study is to explore these unwritten rules and hidden practices more fully in one Canadian academic medical community.
Methods: We conducted semi-structured, discourse-based interviews with 18 faculty members from the departments of Internal Medicine and Psychiatry at the University of Manitoba, Canada.
Am J Pharm Educ
December 2024
Department of Pharmacy, Mayo Clinic, Rochester, MN, USA.
Objective: Limited and conflicting evidence exists evaluating how components of pharmacy residency applications are prioritized by residency program directors (RPDs). This study aims to identify what pharmacy residency programs prioritize when selecting candidates to interview given the incorporation of new American Society of Health-System Pharmacists Pharmacy Residency Standards.
Methods: A Qualtrics survey was distributed to postgraduate year 1 RPDs across the United States.
Mol Neurodegener
November 2024
Neurochemistry Laboratory and Biobank, Department of Laboratory Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
This preclinical AD CSF proteome study identified a panel of 12-CSF markers detecting amyloid positivity and clinical progression to AD with high accuracy; some of these CSF proteins related to immune function, neurotrophic processes, energy metabolism and endolysosomal functioning (e.g., ITGB2, CLEC5A, IGFBP-1, CST3) changed before amyloid positivity is established.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!