Evidence map›Paper›PMID 40158031›Full record

ReviewHeart failure reviews2025

The application of neighborhood area deprivation index to improve health equity across the spectrum of heart failure: a review.

Tracy T Makuvire, Jose L Lopez, Zara Latif, Damla Mergen, Christy N Taylor, Ersilia M DeFilippis, Nasrien E Ibrahim

Abstract readReview
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In one paragraph

Review in Heart failure reviews, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. 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

7 authors.

Tracy T MakuvireDivision of Cardiovascular Medicine, Mass General Brigham, Harvard Medical School, Boston, MA, USA.
Jose L LopezDivision of Cardiovascular Disease, JFK Hospital, University of Miami Miller School of Medicine, Atlantis, FL, USA.
Zara LatifDivision of Cardiovascular Medicine, Mass General Brigham, Harvard Medical School, Boston, MA, USA.
Damla MergenDivision of General Internal Medicine, Icahn School of Medicine at Mount Sinai, New York, NYC, USA.
Christy N TaylorDivision of Cardiology, Columbia University Irving Medical Center, New York, NY, USA.
Ersilia M DeFilippisDivision of Cardiology, Columbia University Irving Medical Center, New York, NY, USA.
Nasrien E IbrahimDivision of Cardiovascular Medicine, Mass General Brigham, Harvard Medical School, Boston, MA, USA. neibrahim@bwh.harvard.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Neighborhood environments play a key role in the development of individual risk factors for heart failure (HF) and impact health outcomes across the spectrum of HF. The area deprivation index (ADI) is an important composite measure of neighborhood depravity that has been associated with poor cardiovascular outcomes. The objective of our review is to discuss how neighborhood deprivation, with an emphasis on ADI, influences the spectrum of HF among patients and to propose solutions for ADI applications to improve the implementation of equitable care across the HF spectrum. MEDLINE/Pubmed was systematically searched to identify observational studies published between 2016 and 2024, examining the impact of ADI on HF risk, management, and outcomes. The search involved crossing two sets of terms included in article titles and abstracts: (1) social deprivation, area deprivation index, and neighborhood deprivation; (2) cardiovascular disease risk, heart failure, heart failure medications, and heart failure outcomes. Additional references were identified through searching relevant author reference lists and review articles. Key findings suggest that (1) the prevalence of HF risk is increased in individuals residing in neighborhoods with higher ADI; (2) HF patients living in more deprived neighborhoods have increased odds of being hospitalized for HF; (3) after HF admission, the relationship between ADI and risk for readmissions varies by race; and (4) there is an excess 30-day mortality of HF associated with race and neighborhood deprivation. The ADI is an important value to consider in patients with HF, given its association with clinical outcomes. Therefore, we suggest practical ways to incorporate ADI into the management of patients with HF to improve equitable outcomes.

Indexed as

Health EquityHeart FailureNeighborhood CharacteristicsResidence CharacteristicsHumansRisk FactorsArea deprivation indexHeart failureNeighborhood

Identifiers

What OpenQuestion holds

Textmetadata
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.