Evidence map›Paper›PMID 41713154›Full record

ArticleJACC. Advances2026

Cardiac Rehabilitation Utilization Among Veterans: A Sex-Based Analysis.

Merilyn S Varghese, Ling Han, Parul U Gandhi, Melissa Skanderson, Wen-Chih Wu, Kariann R Drwal, Matthew M Burg, Dhruv S Kazi, Allison E Gaffey, Deborah R Levy and 7 more

Abstract read
In one paragraph

Article in JACC. Advances, 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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0cells of the map it votes in
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

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

17 authors.

Merilyn S VargheseYale School of Medicine, New Haven, Connecticut, USA; VA Connecticut Healthcare System, West Haven, Connecticut, USA. Electronic address: Merilyn.varghese@yale.edu.
Ling HanYale School of Medicine, New Haven, Connecticut, USA; VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Parul U GandhiYale School of Medicine, New Haven, Connecticut, USA; VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Melissa SkandersonYale School of Medicine, New Haven, Connecticut, USA; VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Wen-Chih WuProvidence VA Medical Center and the Miriam Hospital Cardiovascular Rehabilitation Center, Providence, Rhode Island, USA; Departments of Medicine, Epidemiology and Center for Global Cardiometabolic Health, Brown University, Providence, Rhode Island, USA.
Kariann R DrwalVA Office of Rural Health (ORH), Veterans Rural Health Resource Center-Iowa City, Iowa City VA Healthcare System, Iowa City, Iowa, USA; The Center for Access and Delivery Research and Evaluation (CADRE) Iowa City VA Healthcare System, Iowa City, Iowa, USA.
Matthew M BurgYale School of Medicine, New Haven, Connecticut, USA; VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Dhruv S KaziRichard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA; Harvard Medical School, Boston, Massachusetts, USA; Harvard School of Public Health, Boston, Massachusetts, USA.
Allison E GaffeyYale School of Medicine, New Haven, Connecticut, USA; VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Deborah R LevyAmarillo VA Healthcare System, Amarillo, Texas, USA; Texas Tech University Health Sciences Center, Lubbock, Texas, USA.
Shelli FederVA Connecticut Healthcare System, West Haven, Connecticut, USA; Yale University School of Nursing, Orange, Connecticut, USA.
Bevanne A Bean MayberryVA HSR Center for the Study of Healthcare Innovation, Implementation & Policy (CSHIIP), VA Greater Los Angeles Health Care System, Los Angeles, California, USA; UCLA David Geffen School of Medicine, Los Angeles, California, USA.
Melissa M FarmerVA HSR Center for the Study of Healthcare Innovation, Implementation & Policy (CSHIIP), VA Greater Los Angeles Health Care System, Los Angeles, California, USA; UCLA David Geffen School of Medicine, Los Angeles, California, USA.
Kristin M MattocksVA Central Western Massachusetts Healthcare System, Leeds, Massachusetts, USA; University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Cynthia A BrandtYale School of Medicine, New Haven, Connecticut, USA; VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Lori A BastianYale School of Medicine, New Haven, Connecticut, USA; VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Kathleen M AkgünYale School of Medicine, New Haven, Connecticut, USA; VA Connecticut Healthcare System, West Haven, Connecticut, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundVeterans are at an increased cardiovascular risk compared to age- and sex-matched non-Veterans. Cardiac rehabilitation (CR) can improve outcomes in cardiovascular disease, but its use in men and women Veterans is not well understood.

objectivesThis study aimed to examine CR participation by sex and socioeconomic status among Veterans.

methodsThe authors conducted a retrospective cohort study from January 1, 2021, to December 31, 2023, using a national electronic health record database. The primary outcome was participation in at least 1 CR session among patients within 1 year of myocardial infarction, percutaneous coronary intervention, or coronary artery bypass surgery. Multivariable logistic regression models accounted for patient-level (demographics, medical/psychiatric comorbidities) and community-level factors. Area deprivation indices (ADIs) (analyzed as quartiles) assessed socioeconomic status.

resultsAmong 82,496 CR-eligible Veterans (3.6% women), CR participation was low (10.4%) and similar by sex (women = 10.2%, men = 10.4%). Women Veterans did not differ significantly in CR participation compared to men Veterans after adjusting for patient-level and community-level characteristics, including age, race, cardiac and comorbidities, mental health risk factors, rural-urban status, and ADI (adjusted OR: 0.90; 95% CI: 0.79-1.03; P = 0.121). Veterans in the most deprived ADI quartile were less likely to participate vs the least deprived quartile (adjusted OR: 0.82; 95% CI: 0.75-0.89; P < 0.001).

conclusionsCR participation among U.S. Veterans remains low, far below that of the Medicare population (10.4% vs 28%), with no significant differences in initiation by sex. However, low socioeconomic status is associated with decreased uptake. Further research is needed to explore innovative, Veteran-specific CR delivery models.

Indexed as

Area Deprivation Indexcardiac rehabilitationsex differencesVeterans

Identifiers

PMID41713154
PMCPMC12933818

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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.