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Objective: While gender differences in language for letters of recommendation have been identified in other fields, no prior studies have evaluated the narrative portion of the emergency medicine (EM) standardized letter of evaluation (SLOE). We aim to examine the differences in language used to describe male and female applicants within the SLOE narrative.
Methods: Invited applicants to a 4-year academic EM residency program within a single application year with a SLOE were included in the sample. Exclusion criteria were SLOE of applicants from non-Liaison Committee on Medical Education (LCME) schools or first rotation SLOE not available for download. Data were collected on applicant gender, age, rotation grade, Alpha Omega Alpha designation, and medical school rank. The previously validated Linguistic Inquiry and Word Count (LIWC) program was used to analyze frequency of words within categories relevant to letters of recommendation. Descriptive statistics, t-tests, and chi-square tests were employed in analysis.
Results: Of 1,025 applicants within a single application year, 265 were invited to interview; 237 applicants had a first rotation SLOE available for analysis. There were no differences between male and female applicants for baseline characteristics. The median word count per SLOE narrative was 199; within the LIWC dictionary and user-defined categories, words within the categories of affiliation and ability appeared more frequently for female applicants.
Conclusions: Our results with respect to the SLOE narrative reinforce prior research that letters of recommendation for female applicants highlight communal characteristics of teamwork, helpfulness, and compassion. Contrary to prior research, ability words highlighting intelligence and skill appeared with greater frequency for female applicants. No pervasive differences were found in other word categories. In this sample, the standardized format of the SLOE resulted in letters that were relatively free of gender bias.
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http://dx.doi.org/10.1002/aet2.10057 | DOI Listing |
Indian J Psychiatry
August 2025
Biostatistics, UCMS, New Delhi, India.
Background: Intellectual Disability poses the significant public health challenge and stigma. Notably, there has been a steady increase over the past few years in the issuance of Unique Disability Identity (UDID) cards, which are specifically designated for individuals with disabilities.
Aim: To examine socio-demographic patterns and clinical profiles of individuals certified with intellectual disability (ID) for UDID.
Health Expect
October 2025
Yorkshire Quality and Safety Research Group, Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK.
Background: Older people face numerous challenges when managing multiple medicines. They are required to cope with complicated and changing medicines regimens and coordinate input from multiple health and social care professionals. When not well managed, medicines can cause harm, and older people are more susceptible to the impact of errors.
View Article and Find Full Text PDFJ Surg Educ
October 2025
Division of Plastic Surgery, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado. Electronic address:
Objective: Applying to integrated plastic and reconstructive surgery (PRS) has become increasingly competitive and letters of recommendations play a role in matching. This study evaluates narrative and standardized letters for integrated plastic surgery applicants to determine which letter components are most predictive of matching.
Design: Linguistic analysis was performed on all narrative letters with Linguistic Inquiry and Word Count software using a customized dictionary.
J Surg Educ
October 2025
Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland. Electronic address:
Objective: To investigate relationships between orthopaedic residency applicants' parental educational attainment/occupations and their 1) demographic characteristics; 2) educational debt and scholarship funding; 3) medical school characteristics; 4) reported research, volunteer, and work experiences; and 5) match success.
Design: We analyzed Association of American Medical Colleges data for 10,697 applicants to orthopaedic surgery residency in the US from 2011 to 2021. Parental education was categorized as doctorate, master's, bachelor's, or no college degree, and the highest level was used.
PLoS One
September 2025
College of Science, Rochester Institute of Technology, Rochester, New York, United States of America.
The underrepresentation of women and minority students in STEMM graduate programs remain a significant challenge, compounded by biases in traditional admissions processes and barriers to effective mentoring and retention. This study develops and validates the Quinn Miller Competency Assessment (QMCA), a tool designed to assess emotional and social intelligence (ESI) competencies crucial for STEMM graduate student success. The QMCA was created through an iterative process involving literature review, expert consultations, and empirical studies.
View Article and Find Full Text PDF