Evidence map›Paper›PMID 41166335›Full record

ArticlePloS one2025

A retrospective analysis of specialty match rate and gender trends in Canadian residency applications (2019-2024).

Lucy Hui, Katherine Feng, Jody Tao, Oswin Chang

Abstract read
In one paragraph

Article in PloS one, 2025. 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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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

4 authors.

Lucy HuiFaculty of Medicine, The University of British Columbia, Vancouver, BC, Canada.ORCID https://orcid.org/0000-0003-3693-7252
Katherine FengFaculty of Medicine, The University of British Columbia, Vancouver, BC, Canada.
Jody TaoFaculty of Medicine, The University of British Columbia, Vancouver, BC, Canada.ORCID https://orcid.org/0009-0007-8879-9759
Oswin ChangFaculty of Medicine, The University of British Columbia, Vancouver, BC, Canada.ORCID https://orcid.org/0000-0001-7363-546X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis study examines Canadian medical graduate (CMG) match outcomes from 2019 to 2024, focusing on applicant numbers, gender distribution, and match success.

methodsA retrospective analysis was conducted using publicly available data from the CaRMS match reports. Specialty-specific application numbers and first-choice match rates were extracted. Match rates were calculated as the number of matriculates divided by the number of applicants, while competitiveness was determined by the number of first-choice applications per available position. Specialties were categorized into clinical, surgical, and diagnostic disciplines for trend analysis.

resultsFrom 2019 to 2024, CMG applicants decreased slightly from 5380 to 5346, while the total quota increased from 2800 to 2918. Family medicine saw a significant decrease in applications (r² = -0.849, p = 0.03), while anesthesiology had a significant increase (r² = 0.950, p < 0.01). Diagnostic disciplines like neuropathology decreased significantly (r² = -0.887, p = 0.02), while diagnostic radiology increased (r² = 0.842, p = 0.03). Surgical disciplines, including plastic surgery, had steady increases, with vascular surgery doubling its applications by 2023. Female applicants increased in clinical and surgical specialties but decreased in diagnostics. Match rates improved in family medicine (r2 = 0.964, p < 0.01), medical genetics (r2 = 0.817, p = 0.04), psychiatry (r2 = 0.839, p = 0.04), public health (r2 = 0.939, p < 0.01), and diagnostic and clinical pathology (r2 = 0.850, p = 0.03), while diagnostic radiology (r2 = -0.825, p = 0.04) declined. Female applicants had higher match rates in ophthalmology and pediatric neurology, while males led in orthopedic surgery.

conclusionShifts in Canadian residency match trends from 2019 to 2024 may reflect the impact of the COVID-19 pandemic and evolving societal priorities. Ongoing monitoring of these trends is essential to ensure alignment with healthcare needs.

Indexed as

Internship and ResidencyCanadaCareer ChoiceFemaleHumansMaleRetrospective StudiesSex Factors

Identifiers

PMID41166335
PMCPMC12574843

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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.