Evidence map›Paper›PMID 42752908›Full record

ArticleJAMA network open2026

Residency Competency Assessments and Early-Career Primary Care Physicians' Antibiotic Prescribing.

Jesse Burk-Rafel, Hannah Park, MacIntosh Cornwell, Eric S Holmboe, Kenji Yamazaki, Sally A Santen, Yoon Soo Park, John S Andrews, Sean O Hogan, Judee Richardson

Abstract read
In one paragraph

Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

10 authors.

Jesse Burk-RafelInstitute for Innovations in Medical Education, New York University Grossman School of Medicine, New York.
Hannah ParkInstitute for Innovations in Medical Education, New York University Grossman School of Medicine, New York.
MacIntosh CornwellDepartment of Radiology, New York University Langone Health, New York.
Eric S HolmboeIntealth, Philadelphia, Pennsylvania.
Kenji YamazakiAccreditation Council for Graduate Medical Education, Chicago, Illinois.
Sally A SantenDepartment of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio.
Yoon Soo ParkDepartment of Medical Education, University of Illinois Chicago, Chicago.
John S AndrewsAmerican Medical Association, Chicago, Illinois.
Sean O HoganAccreditation Council for Graduate Medical Education, Chicago, Illinois.
Judee RichardsonAmerican Medical Association, Chicago, Illinois.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Antibiotic prescribing varies across primary care physicians (PCPs) and disproportionately harms older adults, yet whether residency training is a factor in this variation is unknown. Objective: To evaluate whether PCPs' Accreditation Council for Graduate Medical Education (ACGME) competency ratings toward the end of residency are associated with their early-career pattern of antibiotic prescribing to older adults. Design, Setting, and Participants: This cohort study involved graduates of US ACGME-accredited internal medicine and family medicine residency programs between January 1, 2015, and December 31, 2020, who were in their first 5 years of primary care practice. Their ACGME Milestone ratings (hereafter competency ratings) were linked to Medicare Parts B and D public claims from January 1, 2015, to December 31, 2022. Data analysis was conducted between March 2024 and May 2026. Exposure: Overall competency rating in the middle of the final year of residency. Ratings for 22 subcompetencies (5-point developmental scale) were averaged within 6 core competency domains (patient care, medical knowledge, professionalism, interpersonal and communication skills, systems-based practice, and practice-based learning and improvement), averaged across domains, and then standardized at the residency program level. Main Outcome and Measure: Annual antibiotic prescription rate. This primary outcome was expressed as an incidence rate ratio (IRR) adjusted for physician, residency program, practice location, and patient-panel factors. Residency training program was examined as a secondary factor. Results: The analysis included 31 800 PCPs (mean [SD] age on practice entry, 32.8 [4.2] years; 15 990 females [50%]) who graduated from 1090 residency programs, representing 129 225 physician-years of prescribing data. Among these physicians, 58% graduated from a US medical school, 90% earned an MD degree, and 51% specialized in internal medicine and 49% specialized in family medicine. Each physician panel had a mean (SD) of 169 (144) Medicare beneficiaries per year (mean [SD] age, 70.3 [3.5] years; 59% female patients). Physicians prescribed a mean (SD) of 54.1 (52.2) antibiotics per year, and the full cohort wrote 7 664 372 antibiotic prescriptions across the study period. In unadjusted analyses, graduates from internal medicine and family medicine residency programs with highest vs lowest quintile prescribing rates prescribed a difference of 14.9 (95% CI, 13.8-15.9; P < .001) and 18.8 (95% CI, 17.9-19.7; P < .001) additional antibiotics per 100 beneficiaries per year, respectively. In adjusted analysis, each 1-SD increase in overall competency rating was associated with 0.7 (95% CI, 0.5-0.9) fewer antibiotic prescriptions per 100 beneficiaries per year (adjusted IRR, 0.98; 95% CI, 0.97-0.99; P < .001). Each year of experience was associated with higher antibiotic prescribing (IRR, 1.01; 95% CI, 1.01-1.02; P < .001), even accounting for the reduction in prescribing that occurred across study years. Conclusions and Relevance: This study found that higher assessed competence near the end of residency was associated with lower antibiotic prescribing in early primary care practice. Competency assessments may inform prescribing variation-focused efforts during training and early practice.

Indexed as

Anti-Bacterial AgentsClinical CompetenceDrug PrescriptionsInternship and ResidencyPhysicians, Primary CarePractice Patterns, Physicians'AdultCohort StudiesFemaleHumansMaleUnited StatesAnti-Bacterial Agents

Identifiers

PMID42752908
PMCPMC13586899

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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.