Evidence map›Paper›PMID 38900926›Full record

ReviewThe American surgeon2025

Evaluating the Factors Influencing Residency Match for Surgical Specialty Applicants and Programs: Challenges and Future Directions.

Heli Patel, D-Dre Wright, Nickolas Hernandez, Alaina Werling, Emelia Watts, William S Havron, Adel Elkbuli

Expression of concernAbstract readReview
PubMed Publisher
In one paragraph

Review in The American surgeon, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It carries an expression of concern. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Matched and Measured: An In-depth Look at the Interventional Cardiology Fellowship Match-Fellows' Perspective.Journal of the Society for Cardiovascular Angiography & Interventions · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Heli PatelNOVA Southeastern University, Kiran Patel College of Allopathic Medicine, Fort Lauderdale, FL, USA.
D-Dre WrightUniversity of Hawaii, John A. Burns School of Medicine, Honolulu, HI, USA.
Nickolas HernandezWilliam Carey University College of Osteopathic Medicine, Hattiesburg, MS, USA.
Alaina WerlingNOVA Southeastern University, Kiran Patel College of Allopathic Medicine, Fort Lauderdale, FL, USA.
Emelia WattsNOVA Southeastern University, Kiran Patel College of Allopathic Medicine, Fort Lauderdale, FL, USA.
William S HavronDepartment of Surgery, Division of Trauma and Surgical Critical Care, Orlando Regional Medical Center, Orlando, FL, USA.
Adel ElkbuliDepartment of Surgery, Division of Trauma and Surgical Critical Care, Orlando Regional Medical Center, Orlando, FL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

IntroductionWe aim to evaluate the impact of recent changes in the residency matching process on surgical specialties' applicants and programs to offer recommendations on residency selection and matching processes.MethodsWe utilized five databases while employing a Boolean query to search for studies from 2015 to March 2024. The search selection focused on factors and recent changes influencing residency match results across surgical specialties, including USMLE Step 1 pass/fail, research productivity, interview structure, and preference and geographic signaling.ResultsThe shift of the USMLE Step 1 to a pass/fail scoring system revealed a consensus among surgical program directors (PDs) and applicants not in favor of the change due to the emphasis on additional application elements. Research productivity was identified as a significant factor, especially in neurosurgery (with an average of 18.3 publications per applicant) and vascular surgery (8.3 publications), indicating a positive correlation between the number of publications and match outcomes. The adoption of virtual interviews has been well-received by both applicants and PDs, leading to an increase in the number of interviews offered and applicants. The implementation of preference and geographic signaling mechanisms has improved interview rates for applicants who utilize them.ConclusionThe transition to a pass/fail USMLE Step 1 has raised concerns among surgical specialties, necessitating a greater focus on Step 2 scores and research productivity. Virtual interviews and signaling have improved the accessibility and reach of the residency application process, however, the full impact of these changes on the perception of applicant-program fit remains unclear.

Indexed as

Internship and ResidencyPersonnel SelectionSchool Admission CriteriaSpecialties, SurgicalCareer ChoiceHumansUnited Statespreference signalingresearch productivitysurgical residency matchUSMLE Step 1 pass/failvirtual interviews

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.