ReviewJB & JS open access
When (Almost) Everyone is Above Average: A Critical Analysis of American Orthopaedic Association Committee of Residency Directors Standardized Letters of Recommendation.
Review in JB & JS open access. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- How Prominent Are Gender Bias, Racial Bias, and Score Inflation in Orthopaedic Surgery Residency Recommendation Letters? A Systematic Review.Clinical orthopaedics and related research · 2024Pooled it
- Standardized Letters of Recommendation and Match Success Among Orthopaedic Surgery Residency Applicants.Journal of graduate medical education · 2026Article
- Education Research: Linguistic Analysis of Racial and Gender Biases in Letters of Recommendation of Neurology Residency Applicants.Neurology. Education · 2026Article
- A 30-year History of the Emergency Medicine Standardized Letter of Evaluation.The western journal of emergency medicine · 2025Article
- eSLOE 2.0: Examining Data From the First 2 Application Cycles of the Updated Emergency Medicine Electronic Standardized Letter of Evaluation.Journal of graduate medical education · 2025Article
- The Impact of Applicant Sex on Pulmonary and Critical Care Medicine Fellowship Letters of Recommendation: A Multisite Study.ATS scholar · 2025Article
- Emergency Medicine Clerkship Grading Scheme, Grade, and Rank-List Distribution as Reported on Standardized Letters of Evaluation.The western journal of emergency medicine · 2025Article
- Should I Do a General Surgery Away Rotation?: Perspectives From the Collaboration of Surgical Education Research Fellows (CoSEF).Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2024Article
- Article
- A primer on writing a narrative letter of recommendation for medical students applying to residency.AEM education and training · 2023Article
- The Value of Medical Student Mentorship in Surgical Specialties.Hawai'i journal of health & social welfare · 2023Article
- Is It All About the Form? Norm- vs Criterion-Referenced Ratings and Faculty Inter-Rater Reliability.Ochsner journal · 2023Article
- A Call to Action for Standardizing Letters of Recommendation.Journal of graduate medical education · 2022Article
- Deconstructing the roadmap to surgical residency: a national survey of residents illuminates factors associated with recruitment success as well as applicants' needs and beliefs.Global surgical education : journal of the Association for Surgical Education · 2022Article
- Incidence of Research Gap Years in Orthopaedic Residency Applicants: The New Standard?Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The American Orthopaedic Association introduced standardized letters of recommendations (SLORs) to improve on traditional letters of recommendations by "providing a global prospective on an applicant." However, no study has defined the utilization of SLORs, the distribution of applicant ratings in SLORs, or the impact of sex, race, or degree of involvement between the letter writer and applicant on SLOR domain ratings.
methodsOne-hundred seventy-nine applications were randomly selected from all applicants submitted to a single, academic orthopaedic residency program. A single reviewer extracted both applicant characteristics and SLOR characteristics from applications. Descriptive statistics, chi-square tests, and nonparametric one-way analysis of variance analysis were conducted.
resultsSix hundred twenty-eight letters of recommendation from 179 applicants were analyzed. Four hundred ninety-seven of 628 (79.1%) letters contained a SLOR. Mean percentile ratings were calculated for all the following domains: patient care (mean ± SD = 86.7 ± 8.7), medical knowledge (87.2 ± 8.6), interpersonal and communication (87.7 ± 9.3), procedural (86.6 ± 8.9), research (88.9 ± 9.0), ability to work within a team (89.6 ± 8.4), professionalism (90.8 ± 7.3), initiative and drive (90.6 ± 7.6), and commitment to orthopaedic surgery (91.1 ± 6.7). Forty-eight percent of applicants were indicated as "ranked to guarantee match." When compared with male applicants, female applicants demonstrated higher percentile ratings in patient care (88.6 ± 8.2 vs. 86.3 ± 8.7, p = 0.010), interpersonal and communication skills (90.6 ± 7.3 vs. 86.9 ± 9.6, p < 0.001), and ability to work within a team (91.3 ± 6.3 vs. 89.2 ± 8.8, p = 0.045). Higher United States Medical Licensing Examination step 1 (r = 0.08, p = 0.05) and step 2 scores (r = 0.10, p = 0.02) correlated with higher medical knowledge ratings. The number of publications (r = 0.3, p < 0.001) and presentations (r = 0.25, p < 0.001) correlated with research ratings.
conclusionSLORs demonstrated a profound ceiling effect, potentially limiting the utility of the instrument for the comparison of applicants. Future modifications to this instrument may include measures to better delineate between applicants.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.