Evidence map›Paper›PMID 42005894›Full record

ArticleJournal of graduate medical education2026

Applicant Characteristics Associated With Being Ranked by US Surgical Specialty Programs in 2022-2025.

Katie S Byrd, Sara G Balestrieri, Christopher A Feddock, Daniel P Jurich, Ashley E Pérez, Jerusha Henderek, Timothy J Helbig, Donna L Lamb

Abstract read
In one paragraph

Article in Journal of graduate medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Katie S Byrdis a Quantitative Research Analyst, National Resident Matching Program, Washington, DC, USA.ORCID https://orcid.org/0000-0002-6770-7858
Sara G Balestrieriis Director of Research, National Resident Matching Program, Washington, DC, USA.ORCID https://orcid.org/0009-0004-5623-4639
Christopher A Feddockis Vice President for Educational Strategy, National Board of Medical Examiners, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-1365-8579
Daniel P Jurichis Associate Vice President, United States Medical Licensing Examination, National Board of Medical Examiners, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-1870-2436
Ashley E Pérezis Senior Research Analyst, National Resident Matching Program, Washington, DC, USA.ORCID https://orcid.org/0000-0003-2746-561X
Jerusha Henderekis Manager of Psychometrics, National Board of Medical Examiners, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0009-0003-7451-0628
Timothy J Helbigis Data Analyst III, National Board of Medical Examiners, Philadelphia, Pennsylvania, USA.
Donna L Lambis President and Chief Executive Officer, National Resident Matching Program, Washington, DC, USA.ORCID https://orcid.org/0000-0002-7595-1615

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: An understanding of surgical specialty program ranking patterns related to residency applicant characteristics could help inform applicant and program decision-making. Objective: To assess characteristics of applicants on program rank order lists (ROLs) for general surgery, neurological surgery, orthopaedic surgery, otolaryngology, and plastic surgery and whether applicant characteristics differ on the competitive vs less competitive ROL segments. Methods: Certified program ROL data (N=2899) from the 2022-2025 National Resident Matching Program (NRMP) Main Residency Matches for 5 surgical specialties, United States Medical Licensing Examination (USMLE) data from the National Board of Medical Examiners, and applicant self-reported demographic information from NRMP were analyzed. Included programs submitted a certified ROL ≥30 and had less than 25% missing data in the competitive and less competitive ROL segments for the variable of interest. Descriptive statistics and boxplots were used to examine ranking patterns for applicant type (medical school type and location/citizenship status), sex, underrepresented in medicine (URiM) status, and USMLE Step 1/Step 2 Clinical Knowledge (CK) performance. Results: General surgery programs were more likely to rank various applicant types, with 79.1% ranking US DOs and 48.6% ranking US international medical graduates (IMGs). Among the other surgical specialties, 18.0-49.7% ranked US DOs, less than 20% ranked US IMGs, and 20.4-54.8% ranked non-US IMGs. Besides general surgery, 15% or less of the remaining surgical specialties included any applicants who had ever failed Step 1 or Step 2 CK. Conclusions: In all 5 surgical specialties, overall and competitive ranking patterns differed by applicant type and USMLE performance. Differential patterns were also seen to a lesser extent for sex and URiM status.

Indexed as

Internship and ResidencySpecialties, SurgicalEducation, Medical, GraduateFemaleHumansMaleUnited States

Identifiers

PMID42005894
PMCPMC13086160

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Registered trials

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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.