Evidence map›Paper›PMID 42396790›Full record

ArticleJournal of the American Heart Association2026

Assessing Supply, Demand, and Adequacy of Cardiologists in the United States: Projecting a National Shortage.

Jason Silvestre, Ahmed Brgdar, Qasim Khurshid, Mustafa Alawad, Horace A DeLisser

Abstract read
In one paragraph

Article in Journal of the American Heart Association, 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

5 authors.

Jason SilvestreMedical University of South Carolina Charleston SC USA.ORCID 0000-0002-5831-0760
Ahmed BrgdarWashington Veterans Affairs Medical Center Washington DC USA.
Qasim KhurshidWashington Veterans Affairs Medical Center Washington DC USA.
Mustafa AlawadWashington Veterans Affairs Medical Center Washington DC USA.
Horace A DeLisserPerelman School of Medicine, at the University of Pennsylvania Philadelphia PA USA.ORCID 0000-0002-4694-2496

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThere is a paucity of contemporary studies on the projected supply and demand of cardiologists in the United States.

methodsThis was a cross-sectional study of US-based cardiologists using data from the Health Workforce Simulation Model. Demand and supply were defined as the number of full-time equivalent physicians needed and working in cardiology, respectively. Adequacy was defined as the ratio of supply over demand. Cardiology workforce trends were calculated from 2025 to 2037.

resultsFrom 2025 to 2037, the supply of cardiologists was projected to increase from 37 000 to 37 730 (2.0% increase). Demand for cardiologists was projected to increase (40 110 to 46 390, 15.7% increase). As a result, the adequacy of the cardiologist workforce was projected to decrease from 92.2% to 81.4%. By 2037, nonmetropolitan areas were projected to have a less adequate supply than metropolitan areas (29.2% versus 88.9%). The West had the lowest adequacy relative to the Northeast (69.1% versus 117%). By 2037, the states with the lowest adequacy were Idaho (47.8%), Nevada (48.8%), and Alaska (50.0%). In 2025, cardiology ranked 14th out of 21 specialties for physician workforce adequacy, which increased to 12th by 2037.

conclusionsFuture workforce shortages are anticipated in cardiology, which are greatest in the West, certain US states, and nonmetropolitan areas. Future work is needed to implement strategies that improve the adequacy of the cardiologist workforce in the United States.

Indexed as

CardiologistsCardiologyHealth Services Needs and DemandHealth WorkforceCross-Sectional StudiesForecastingHumansUnited StatesWorkforcecardiologydemandinadequacyshortagesupplyworkforce

Identifiers

PMID42396790
PMCPMC13477376

What Socratic holds

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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 Socratic graph.