Evidence map›Paper›PMID 23478997›Full record

Trial reportJournal of general internal medicine2013

Low literacy is associated with increased risk of hospitalization and death among individuals with heart failure.

Jia-Rong Wu, George M Holmes, Darren A DeWalt, Aurelia Macabasco-O'Connell, Kirsten Bibbins-Domingo, Bernice Ruo, David W Baker, Dean Schillinger, Morris Weinberger, Kimberly A Broucksou and 4 more

Registry-linked trialOpen access · bronzeAbstract readMulticenter StudyRandomized Controlled Trial
In one paragraph

Trial report in Journal of general internal medicine, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05928026 (Financial Support in an Underserved and Low-Income Population With Heart Failure), which is not on this map. Cited by 61 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
61citing papers in PubMed, 3 pooled it
22.4field-weighted citation impact, top 1% 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.

NCT05928026 nacompletednot on this mapstarted 2023, after this paper: background citation

Financial Support in an Underserved and Low-Income Population With Heart Failure

TypeinterventionalSponsorUniversity of Texas Southwestern Medical CenterRan2023 to 2025Enrolled153ConditionsHeart Failure, Systolic, Financial Stress, Medication Adherence, Quality of LifeArmsFinancial Support
3 · Its place in the literature

Who cites it

61 citing papers in PubMed, 3 syntheses or guidelines pooled it, 141 citations in OpenAlex.

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  3. Health Literacy and Heart Failure: A Systematic Review.The Journal of cardiovascular nursing
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1 more citing papers are in PubMed but not listed here.

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

14 authors at 5 institutions in 1 country.

Jia-Rong WuSchool of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7460, USA. jiarongw@email.unc.edu
George M Holmes
Darren A DeWalt
Aurelia Macabasco-O'Connell
Kirsten Bibbins-Domingo
Bernice Ruo
David W Baker
Dean Schillinger
Morris Weinberger
Kimberly A Broucksou
Brian Erman
Christine D Jones
Crystal W Cene
Michael Pignone
University of North Carolina at Chapel Hill · USNorthwestern University · USOlive View-UCLA Medical Center · USSan Francisco General Hospital · USUniversity of California, San Francisco · US

Funding

Multidisciplinary Clinical and Translational Science (MCTS) Program (UL1)UL1TR000150 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LLOYD-JONES, DONALD M · 2012 to 2013
$10.1M
Health Literacy and Self-Management in Heart FailureR01HL081257 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI PIGNONE, MICHAEL P · 2006 to 2010
$4.2M
A Family-Focused, Literacy-Sensitive Intervention to Improve Medication AdherenceK23NR014489 · NINR · UNIV OF NORTH CAROLINA CHAPEL HILL · PI WU, JIA-RONG · 2013 to 2015
$379k
NCATS NIH HHS UL1 TR000150NHLBI NIH HHS R01 HL081257NHLBI NIH HHS R01HL081257NINR NIH HHS K23 NR014489
6 · The paper itself

Abstract

backgroundLow literacy increases the risk for many adverse health outcomes, but the relationship between literacy and adverse outcomes in heart failure (HF) has not been well studied.

methodsWe studied a cohort of ambulatory patients with symptomatic HF (NYHA Class II-IV within the past 6 months) who were enrolled in a randomized controlled trial of self-care training recruited from internal medicine and cardiology clinics at four academic medical centers in the US. The primary outcome was combined all-cause hospitalization or death, with a secondary outcome of hospitalization for HF. Outcomes were assessed through blinded interviews and subsequent chart reviews, with adjudication of cause by a panel of masked assessors. Literacy was measured using the short Test of Functional Health Literacy in Adults. We used negative binomial regression to examine whether the incidence of the primary and secondary outcomes differed according to literacy.

resultsOf the 595 study participants, 37 % had low literacy. Mean age was 61, 31 % were NYHA class III/IV at baseline, 16 % were Latino, and 38 % were African-American. Those with low literacy were older, had a higher NYHA class, and were more likely to be Latino (all p < 0.001). Adjusting for site only, participants with low literacy had an incidence rate ratio (IRR) of 1.39 (95 % CI: 0.99, 1.94) for all-cause hospitalization or death and 1.36 (1.11, 1.66) for HF-related hospitalization. After adjusting for demographic, clinical, and self-management factors, the IRRs were 1.31 (1.06, 1.63) for all-cause hospitalization and death and 1.46 (1.20, 1.78) for HF-related hospitalization.

conclusionsLow literacy increased the risk of hospitalization for ambulatory patients with heart failure. Interventions designed to mitigate literacy-related disparities in outcomes are warranted.

Indexed as

Health LiteracyAgedFemaleHeart FailureHospitalizationHumansMaleMiddle AgedPatient Education as TopicPrognosisProspective StudiesPsychometricsSelf CareSocioeconomic FactorsTreatment OutcomeUnited States

Identifiers

PMID23478997
PMCPMC3744307
OpenAlexW2044277937

What OpenQuestion holds

Textmetadata
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Registered trials

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.