Evidence map›Paper›PMID 37562543›Full record

ArticleJournal of cardiology2024

Race or ethnicity and education in cardiac rehabilitation enrollment.

Joshua Garfein, Yimin Chen, Gretchen Swabe, Emily Guhl, Daniel E Forman, Jared W Magnani

Open access · bronzeAbstract read
In one paragraph

Article in Journal of cardiology, 2024. 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
0.7field-weighted citation impact, top 28% of its field
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, 3 citations in OpenAlex.

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

6 authors at 1 institution in 1 country.

Joshua GarfeinDepartment of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Yimin ChenDepartment of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Gretchen SwabeDepartment of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Emily GuhlDivision of Cardiology, UPMC Heart and Vascular Institute, University of Pittsburgh, Pittsburgh, PA, USA; Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Daniel E FormanDepartment of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Division of Cardiology, UPMC Heart and Vascular Institute, University of Pittsburgh, Pittsburgh, PA, USA.
Jared W MagnaniDepartment of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Division of Cardiology, UPMC Heart and Vascular Institute, University of Pittsburgh, Pittsburgh, PA, USA; Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA; Center for Research on Health Care, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA. Electronic address: magnanij@pitt.edu.
University of Pittsburgh · US

Funding

TRAINING PROGRAM FOR MD/PHD STUDENTST32GM008208 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI STEINMAN, RICHARD A · 1987 to 2021
$15.4M
Medical Scientist Training ProgramT32GM144300 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI RICHARD A STEINMAN, Russell S Schwartz · 2022 to 2026
$7.9M
Diversity Supplement for geocoding in the parent grant "A Mobile Relational Agent to Enhance Atrial Fibrillation self-care"R33HL144669 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI MAGNANI, JARED W. · 2020 to 2023
$3.8M
Multilevel mobile health program to improve rural hypertensionR01HL160749 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI MATTHEW F MULDOON, Jared W. Magnani · 2022 to 2026
$3.5M
Patient-oriented research mentoring in access and adherence to anticoagulation for atrial fibrillationK24HL160527 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Jared W. Magnani · 2022 to 2026
$602k
NHLBI NIH HHS K24 HL160527NHLBI NIH HHS R01 HL160749NHLBI NIH HHS R33 HL144669NIGMS NIH HHS T32 GM008208NIGMS NIH HHS T32 GM144300
6 · The paper itself

Abstract

backgroundAlthough cardiac rehabilitation (CR) has established benefits for cardiovascular health, it remains significantly underutilized, with substantial differences in participation related to factors such as educational attainment (EA), race, and ethnicity. We studied a geographically and racially diverse cohort of insured individuals in a health claims database to (1) evaluate differences in CR participation by EA and race or ethnicity and (2) assess how EA modifies associations between race or ethnicity and CR participation.

methodsWe conducted a retrospective cohort study of individuals identified in Optum's de-identified Clinformatics® database between 1/1/2016 and 12/31/2019. Eligible individuals included those aged ≥18 years with a hospitalization for an incident CR-qualifying diagnosis. We calculated incidence rates of CR enrollment by EA and race or ethnicity, as well as associations of EA and race or ethnicity with CR enrollment, and evaluated interaction between EA and race or ethnicity with respect to CR participation.

resultsWe identified 171,297 individuals eligible for CR with a mean ± SD age of 70.4 ± 11.6 years; 37.4 % were female, and 68.3 % had >high school education. We observed a dose-response association between EA and rate of participation in CR. After adjustment, compared to White individuals, the odds of attending CR was 24 % lower for Asian individuals [95 % confidence interval (CI): 17 %, 30 %], 13 % lower for Black individuals (95 % CI: 9 %, 17 %), and 32 % lower for Hispanic individuals (95 % CI: 28 %, 35 %), all p < 0.0001. However, Black individuals with ≥bachelor's degree had a similar odds of CR enrollment as White individuals with ≥bachelor's degree (odds ratio 1.01, 95 % CI: 0.85, 1.20, p = 0.95).

conclusionsEA was positively associated with CR enrollment across racial and ethnic groups. Higher EA might partially attenuate racial and ethnic differences in CR participation, but significant disparities persist. Our findings support increased attention to individuals with limited education to improve CR enrollment.

Indexed as

Cardiac RehabilitationEducational StatusEthnicityRacial GroupsAgedAged, 80 and overFemaleHumansMaleMiddle AgedRetrospective StudiesCardiac rehabilitationDisparitiesEducational attainmentEthnicityRace

Identifiers

PMID37562543
PMCPMC10850430
OpenAlexW4385662934

What OpenQuestion holds

Textmetadata
LicenceTDM
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.