Evidence map›Paper›PMID 41575311›Full record

ArticleJournal of cardiopulmonary rehabilitation and prevention2026

A Cross-Sectional Examination of Sex-Based Differences in Cardiac Rehabilitation Participation From the Behavioral Risk Factor Surveillance System.

Shweta Gore, Amol M Karmarkar, Lin-Na Chou, Sabrina J Mily, Amit Kumar

Abstract read
In one paragraph

Article in Journal of cardiopulmonary rehabilitation and prevention, 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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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

5 authors.

Shweta GoreDepartment of Physical Therapy, School of Health and Rehabilitation Sciences, MGH Institute of Health Professions, Boston, Massachusetts (Dr Gore).
Amol M KarmarkarDepartment of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia (Dr Karmarkar).
Lin-Na ChouDepartment of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah (Drs Chou, Mily, Kumar).
Sabrina J MilyDepartment of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah (Drs Chou, Mily, Kumar).
Amit KumarDepartment of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah (Drs Chou, Mily, Kumar).

Funding

Race and Medicare-Medicaid Dual Enrollment Disparities in Access to Quality and Intensity of Post-Acute Rehabilitation Care and Health Outcomes in Patients with StrokeR01MD017719 · NIMHD · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Amit Kumar · 2022 to 2026
$2.8M
Functional Biomarkers for Prediction of Hospitalization, Long-Term Care Placement, and Mortality in Older Adults with Cardiometabolic MultimorbidityR15AG070730 · NIA · MGH INSTITUTE OF HEALTH PROFESSIONS · PI GORE, SHWETA, KUMAR, AMIT · 2022 to 2022
$501k
NIA NIH HHS R15 AG070730NIMHD NIH HHS R01 MD017719
6 · The paper itself

Abstract

purposeFollowing an acute myocardial infarction (AMI), females often experience worse outcomes than males. However, sex-specific disparities in cardiac rehabilitation (CR) participation, along with the roles of income and education, have not been thoroughly investigated. This study examined sex-specific differences in CR participation following AMI and how education and income mediate this association.

methodsWe analyzed cross-sectional data from the Behavioral Risk Factor Surveillance System for adults aged ≥45 years with a history of AMI who responded to a CR participation question in 2009 (n = 1289) and 2017 (n = 1383), across 4 states and Washington, DC. The study outcome was participation in CR following AMI. Mediation and moderation analyses were performed to examine the effects of sex, education, and income on CR participation.

resultsFemales were significantly less likely to participate in CR than males. Mediation analysis revealed a negative association between sex and CR participation, mediated by income and education ( β = -.135, SE = 0.024, P < .001), along with a significant direct effect ( β = -.383, SE = 0.083, P < .001). Moderation analysis showed that females were less likely to participate in CR across several subgroups: White females compared with White males (OR = 0.70: 95% CI, 0.58-0.85), married females compared with married males (OR = 0.50: 95% CI, 0.38-0.67), and significantly lower among females across both age groups.

conclusionsFemale participation in CR remains significantly lower than males, partially mediated by lower education and income levels. These findings underscore the need for targeted strategies to enhance CR awareness, accessibility, and adherence among females.

Indexed as

Cardiac RehabilitationMyocardial InfarctionAgedBehavioral Risk Factor Surveillance SystemCross-Sectional StudiesEducational StatusFemaleHumansIncomeMaleMiddle AgedSex FactorsUnited Statescardiac rehabilitationdisparitieseducationincomepreventive carevariation

Identifiers

PMID41575311
PMCPMC13364500

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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.