Evidence map›Paper›PMID 42267028›Full record

ArticleAnnals of thoracic surgery short reports2026

Changing Faces: Match Rates and Demographic Shifts in Cardiothoracic Training Programs.

Michelle Burmistrova, Alice Zhou, Alexandra A Rizaldi, Maria R Jennings, Fatima G Wilder, Brandi B Scully, Diane Alejo, James S Gammie, Stephen C Yang, Hanghang Wang

Abstract read
In one paragraph

Article in Annals of thoracic surgery short reports, 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

10 authors.

Michelle BurmistrovaAlbany Medical College, Albany, New York.
Alice ZhouDivision of Cardiac Surgery, The Johns Hopkins School of Medicine, Baltimore, Maryland.
Alexandra A RizaldiDivision of Cardiac Surgery, The Johns Hopkins School of Medicine, Baltimore, Maryland.
Maria R JenningsDivision of Cardiac Surgery, The Johns Hopkins School of Medicine, Baltimore, Maryland.
Fatima G WilderDivision of Thoracic Surgery, Brigham and Women's Hospital, Boston, Massachusetts.
Brandi B ScullyDivision of Pediatric Cardiac Surgery, The Johns Hopkins School of Medicine, Baltimore, Maryland.
Diane AlejoDivision of Cardiac Surgery, The Johns Hopkins School of Medicine, Baltimore, Maryland.
James S GammieDivision of Cardiac Surgery, The Johns Hopkins School of Medicine, Baltimore, Maryland.
Stephen C YangDivision of Thoracic Surgery, The Johns Hopkins School of Medicine, Baltimore, Maryland.
Hanghang WangDivision of Cardiac Surgery, The Johns Hopkins School of Medicine, Baltimore, Maryland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: This study evaluated contemporary trends in the racial and gender compositions of integrated (I6) and traditional fellowship programs, examining associations between demographic shifts and match rates. Methods: Data from the National Residency Matching Program and Accreditation Council for Graduate Medical Education (2011-2022) were analyzed to assess trends in match rates and demographics of I6 and traditional fellowship programs. Time series analyses (Mann-Kendall test, Bayesian trend analysis, autoregressive integrated moving average models) evaluated shifts in racial and gender composition; Dirichlet regression assessed associations between match rate variations and demographic trends. Results: I6 programs showed significant increases in Asian/Pacific Islander (7.5% to 20.7%), Hispanic (0% to 7.8%), and Black trainees (0% to 5.9%) from 2011 to 2022, with White trainees declining from 77.5% to 44.9%. Traditional fellowships had stable racial composition. Women trainees increased significantly in both pathways, with inflection points in 2015 and 2020, and are projected to reach 50% by 2035 (I6) and 2046 (traditional). Match rates fell for traditional fellowships (98% to 63%) with notable declines in 2014 (92% to 73%) and 2021 (72% to 59%) but rose for I6 (25% to 42%). The percentage of women applicants remains lower in traditional fellowships compared with I6. Conclusions: During the last decade, I6 programs have become more racially diverse, whereas traditional fellowships have maintained stable racial compositions. Women are increasingly represented in both. Despite positive trends, ongoing awareness and targeted efforts to enhance access to both integrated and traditional training pathways remain critical for increasing the diversity of the cardiothoracic surgery trainee pool.

Identifiers

PMID42267028
PMCPMC13245315

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.