Evidence map›Paper›PMID 29317456›Full record

ArticleCirculation. Cardiovascular quality and outcomes2018

Neighborhood Deprivation Predicts Heart Failure Risk in a Low-Income Population of Blacks and Whites in the Southeastern United States.

Elvis A Akwo, Edmond K Kabagambe, Frank E Harrell, William J Blot, Justin M Bachmann, Thomas J Wang, Deepak K Gupta, Loren Lipworth

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in Circulation. Cardiovascular quality and outcomes, 2018. 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 78 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
78citing papers in PubMed, 2 pooled it
8.3field-weighted citation impact, top 2% 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

78 citing papers in PubMed, 2 syntheses or guidelines pooled it, 139 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  6. Socioeconomic factors and SGLT2 inhibitor initiation in patients with heart failure-a claims data analysis.Clinical research in cardiology : official journal of the German Cardiac Society · 2026
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  17. Heart failure patients demonstrate excellent 1-year outcomes after total knee arthroplasty despite high healthcare utilization.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2025
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18 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 1 institution in 1 country.

Elvis A AkwoFrom the Division of Epidemiology, Department of Medicine (E.A.A., E.K.K., W.J.B., L.L.), Department of Biostatistics (F.E.H.), Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt Heart and Vascular Institute (J.M.B., T.J.W., D.K.G.), and Vanderbilt Translational and Clinical Cardiovascular Research Center (V-TRACC) (E.A.A., E.K.K., F.E.H., J.M.B., T.J.W., D.K.G., L.L.), Vanderbilt University School of Medicine, Nashville, TN.
Edmond K KabagambeFrom the Division of Epidemiology, Department of Medicine (E.A.A., E.K.K., W.J.B., L.L.), Department of Biostatistics (F.E.H.), Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt Heart and Vascular Institute (J.M.B., T.J.W., D.K.G.), and Vanderbilt Translational and Clinical Cardiovascular Research Center (V-TRACC) (E.A.A., E.K.K., F.E.H., J.M.B., T.J.W., D.K.G., L.L.), Vanderbilt University School of Medicine, Nashville, TN.
Frank E HarrellFrom the Division of Epidemiology, Department of Medicine (E.A.A., E.K.K., W.J.B., L.L.), Department of Biostatistics (F.E.H.), Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt Heart and Vascular Institute (J.M.B., T.J.W., D.K.G.), and Vanderbilt Translational and Clinical Cardiovascular Research Center (V-TRACC) (E.A.A., E.K.K., F.E.H., J.M.B., T.J.W., D.K.G., L.L.), Vanderbilt University School of Medicine, Nashville, TN.
William J BlotFrom the Division of Epidemiology, Department of Medicine (E.A.A., E.K.K., W.J.B., L.L.), Department of Biostatistics (F.E.H.), Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt Heart and Vascular Institute (J.M.B., T.J.W., D.K.G.), and Vanderbilt Translational and Clinical Cardiovascular Research Center (V-TRACC) (E.A.A., E.K.K., F.E.H., J.M.B., T.J.W., D.K.G., L.L.), Vanderbilt University School of Medicine, Nashville, TN.
Justin M BachmannFrom the Division of Epidemiology, Department of Medicine (E.A.A., E.K.K., W.J.B., L.L.), Department of Biostatistics (F.E.H.), Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt Heart and Vascular Institute (J.M.B., T.J.W., D.K.G.), and Vanderbilt Translational and Clinical Cardiovascular Research Center (V-TRACC) (E.A.A., E.K.K., F.E.H., J.M.B., T.J.W., D.K.G., L.L.), Vanderbilt University School of Medicine, Nashville, TN.
Thomas J WangFrom the Division of Epidemiology, Department of Medicine (E.A.A., E.K.K., W.J.B., L.L.), Department of Biostatistics (F.E.H.), Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt Heart and Vascular Institute (J.M.B., T.J.W., D.K.G.), and Vanderbilt Translational and Clinical Cardiovascular Research Center (V-TRACC) (E.A.A., E.K.K., F.E.H., J.M.B., T.J.W., D.K.G., L.L.), Vanderbilt University School of Medicine, Nashville, TN.
Deepak K GuptaFrom the Division of Epidemiology, Department of Medicine (E.A.A., E.K.K., W.J.B., L.L.), Department of Biostatistics (F.E.H.), Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt Heart and Vascular Institute (J.M.B., T.J.W., D.K.G.), and Vanderbilt Translational and Clinical Cardiovascular Research Center (V-TRACC) (E.A.A., E.K.K., F.E.H., J.M.B., T.J.W., D.K.G., L.L.), Vanderbilt University School of Medicine, Nashville, TN.
Loren LipworthFrom the Division of Epidemiology, Department of Medicine (E.A.A., E.K.K., W.J.B., L.L.), Department of Biostatistics (F.E.H.), Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt Heart and Vascular Institute (J.M.B., T.J.W., D.K.G.), and Vanderbilt Translational and Clinical Cardiovascular Research Center (V-TRACC) (E.A.A., E.K.K., F.E.H., J.M.B., T.J.W., D.K.G., L.L.), Vanderbilt University School of Medicine, Nashville, TN. loren.lipworth@vanderbilt.edu.
Vanderbilt University · US

Funding

Southern Community Cohort StudyR01CA092447 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BLOT, WILLIAM J., ZHENG, WEI · 2001 to 2015
$74.0M
Southern Community Cohort StudyU01CA202979 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BLOT, WILLIAM J., SHRUBSOLE, MARTHA J. · 2016 to 2025
$22.0M
The Vanderbilt PCOR Career Knowledge, Education and Training ProgramK12HS022990 · AHRQ · VANDERBILT UNIVERSITY MEDICAL CENTER · PI PENSON, DAVID F. · 2014 to 2018
$3.3M
The natriuretic peptide system in African-AmericansK23HL128928 · NHLBI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI GUPTA, DEEPAK · 2016 to 2019
$737k
AHRQ HHS K12 HS022990NCI NIH HHS R01 CA092447NCI NIH HHS U01 CA202979NHLBI NIH HHS K23 HL128928
6 · The paper itself

Abstract

backgroundRecent data suggest that neighborhood socioeconomic environment predicts heart failure (HF) hospital readmissions. We investigated whether neighborhood deprivation predicts risk of incident HF beyond individual socioeconomic status in a low-income population. METHODS AND

resultsParticipants were 27 078 whites and blacks recruited during 2002 to 2009 in the SCCS (Southern Community Cohort Study), who had no history of HF and were using Centers for Medicare or Medicaid Services. Incident HF diagnoses through December 31, 2010, were ascertained using

conclusionsIn this low-income population, scant neighborhood resources compound the risk of HF above and beyond individual socioeconomic status and traditional cardiovascular risk factors. Improvements in community resources may be a significant axis for curbing the burden of HF.

Indexed as

Black or African AmericanResidence CharacteristicsWhite PeopleAgedFemaleHeart FailureHumansIncidenceMaleMiddle AgedPovertyProspective StudiesRisk AssessmentRisk FactorsSocial Determinants of HealthSoutheastern United Statesheart failureresidence characteristicsrisk factorssocial class

Identifiers

PMID29317456
PMCPMC5769153
OpenAlexW2782942098

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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.