Evidence map›Paper›PMID 37431671›Full record

ArticleCirculation. Heart failure2023

Patterns of Referral and Postdischarge Utilization of Cardiac Rehabilitation Among Patients Hospitalized With Heart Failure: An Analysis From the GWTG-HF Registry.

Neil Keshvani, Vinayak Subramanian, Christopher A Wrobel, Nicole Solomon, Brooke Alhanti, Stephen J Greene, Adam D DeVore, Clyde W Yancy, Larry A Allen, Gregg C Fonarow and 1 more

Abstract read
In one paragraph

Article in Circulation. Heart failure, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Outpatients' cardiac rehabilitation: the long-term experience of the Niguarda Hospital.International journal of cardiology. Cardiovascular risk and prevention · 2026
    Article
  2. Review
  3. Review
  4. Implementation of a Clinical Decision Support Tool to Improve Cardiac Rehabilitation Referral.Journal of cardiopulmonary rehabilitation and prevention · 2025
    Article
  5. Article
  6. Review
  7. Review
  8. Article
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

11 authors.

Neil Keshvani *Division of Cardiology, Department of Medicine, UT Southwestern Medical Center, Dallas, TX (N.K., V.S., A.P.).ORCID 0000-0001-6890-8670
Vinayak Subramanian *Division of Cardiology, Department of Medicine, UT Southwestern Medical Center, Dallas, TX (N.K., V.S., A.P.).
Christopher A WrobelDivision of Cardiology, Duke University Medical Center, Durham, NC (C.A.W., S.J.G., A.D.D.).
Nicole SolomonDuke Clinical Research Institute, Durham, NC (N.S., B.A., S.J.G., A.D.D.).ORCID 0000-0002-5643-9958
Brooke AlhantiDuke Clinical Research Institute, Durham, NC (N.S., B.A., S.J.G., A.D.D.).ORCID 0000-0003-4243-8062
Stephen J GreeneDivision of Cardiology, Duke University Medical Center, Durham, NC (C.A.W., S.J.G., A.D.D.).ORCID 0000-0001-6912-7374
Adam D DeVoreDivision of Cardiology, Duke University Medical Center, Durham, NC (C.A.W., S.J.G., A.D.D.).ORCID 0000-0002-4679-2221
Clyde W YancyDivision of Cardiology, Feinberg School of Medicine, Northwestern University, Chicago, IL (C.W.Y.).ORCID 0000-0001-7271-4166
Larry A AllenDivision of Cardiology, University of Colorado Medical Center, Aurora (L.A.A.).ORCID 0000-0003-2540-3095
Gregg C FonarowRonald Reagan-UCLA Medical Center, Los Angeles, CA (G.C.F.).ORCID 0000-0002-3192-8093
Ambarish PandeyDivision of Cardiology, Department of Medicine, UT Southwestern Medical Center, Dallas, TX (N.K., V.S., A.P.).ORCID 0000-0001-9651-3836

Funding

Training in Cardiovascular ResearchT32HL125247 · NHLBI · UT SOUTHWESTERN MEDICAL CENTER · PI JOSEPH A HILL · 2015 to 2026
$4.3M
University of Texas Southwestern - Stimulating Access to Research in Residency (UT-StARR) ProgramR38HL150214 · NHLBI · UT SOUTHWESTERN MEDICAL CENTER · PI Anand Kumar Rohatgi · 2021 to 2026
$1.8M
Evaluation of Racial Differences in Cardiorespiratory Fitness Decline with Aging & Underlying Biological MechanismsR03AG067960 · NIA · UT SOUTHWESTERN MEDICAL CENTER · PI PANDEY, AMBARISH · 2020 to 2021
$327k
NHLBI NIH HHS R38 HL150214NHLBI NIH HHS T32 HL125247NIA NIH HHS R03 AG067960
6 · The paper itself

Abstract

backgroundCoverage for cardiac rehabilitation (CR) for patients with heart failure with reduced ejection fraction was expanded in 2014, but contemporary referral and participation rates remain unknown.

methodsPatients hospitalized for heart failure with reduced ejection fraction (≤35%) in the American Heart Association Get With The Guidelines-Heart Failure registry from 2010 to 2020 were included, and CR referral status was described as yes, no, or not captured. Temporal trends in CR referral were assessed in the overall cohort. Patient and hospital-level predictors of CR referral were assessed using multivariable-adjusted logistic regression models. Additionally, CR referral and proportional utilization of CR within 1-year of referral were evaluated among patients aged >65 years with available Medicare administrative claims data who were clinically stable for 6-weeks postdischarge. Finally, the association of CR referral with the risk of 1-year death and readmission was evaluated using multivariable-adjusted Cox models.

resultsOf 69,441 patients with heart failure with reduced ejection fraction who were eligible for CR (median age 67 years; 33% women; 30% Black), 17,076 (24.6%) were referred to CR, and referral rates increased from 8.1% in 2010 to 24.1% in 2020 (

conclusionsCR referral rates have increased from 2010 to 2020. However, only 1 in 4 patients are referred to CR. Among eligible patients who received CR referral, participation was low, with <1 of 20 participating in CR.

Indexed as

Cardiac RehabilitationHeart FailureAftercareAgedFemaleHumansMaleMedicarePatient DischargeReferral and ConsultationRegistriesUnited Statescardiac rehabilitationhealth care quality, access, and evaluationheart failureMedicare

Identifiers

PMID37431671
PMCPMC11092317

What OpenQuestion holds

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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.