Evidence map›Paper›PMID 41065247›Full record

ArticleJournal of the American Heart Association2025

Disparities in Geographic Access to Cardiac Rehabilitation Among Socially Vulnerable Communities.

Edward W Chen, Wen-Chih Wu, Ling Han, Parul U Gandhi, Lori A Bastian, Cynthia A Brandt, Kristin M Mattocks, Joyce Oen-Hsiao, Merilyn S Varghese

Abstract read
In one paragraph

Article in Journal of the American Heart Association, 2025. 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

9 authors.

Edward W ChenYale School of Medicine New Haven CT USA.ORCID 0000-0001-9358-6183
Wen-Chih WuProvidence VA Medical Center and the Miriam Hospital Cardiovascular Rehabilitation Center Providence RI USA.ORCID 0000-0002-2834-2024
Ling HanYale School of Medicine New Haven CT USA.ORCID 0000-0002-3168-9002
Parul U GandhiYale School of Medicine New Haven CT USA.
Lori A BastianYale School of Medicine New Haven CT USA.
Cynthia A BrandtYale School of Medicine New Haven CT USA.ORCID 0000-0001-8179-1796
Kristin M MattocksVA Central Western Massachusetts Healthcare System Leeds MA USA.
Joyce Oen-HsiaoYale School of Medicine New Haven CT USA.ORCID 0009-0008-2062-6728
Merilyn S VargheseYale School of Medicine New Haven CT USA.ORCID 0000-0003-1121-7566

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThere is a dearth of research examining geographic disparities in access to cardiac rehabilitation (CR). We evaluated whether disparities in geographic access to CR exist among socially vulnerable communities, using the Social Vulnerability Index (SVI).

methodsAmong 3113 US counties, we investigated relationships between SVI and number of hospitals with CR per 100 000 adults, modeled with SVI as a linear variable, and SVI and distance to the nearest county with CR facilities, modeled using spline terms for SVI. We used multivariable zero-inflated negative binomial regression modeling adjusted for county population, CR eligibility, percentage without health insurance, metropolitan status, and availability of existing health care infrastructure. We explored whether these relationships changed in the context of rurality.

resultsAfter adjustment, as SVI increased by 1 percentile, number of hospitals with CR per 100 000 adults decreased by 1.2% (

conclusionMore socially vulnerable communities experienced worse geographic access to CR facilities. This access disparity intensified in rural communities. Our findings call for reducing barriers to CR access among socially vulnerable and rural communities, potentially through virtual or hybrid models of CR.

Indexed as

Cardiac RehabilitationHealthcare DisparitiesHealth Services AccessibilityHeart DiseasesSocial VulnerabilityVulnerable PopulationsAgedFemaleHumansMaleMiddle AgedRural PopulationUnited Statescardiac rehabilitationgeographic disparitiessocially vulnerable

Identifiers

PMID41065247
PMCPMC12684561

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.