Evidence map›Paper›PMID 38095897›Full record

ArticleJAMA network open2023

Neighborhood-Level Socioeconomic Status and Prescription Fill Patterns Among Patients With Heart Failure.

Amrita Mukhopadhyay, Saul Blecker, Xiyue Li, Ian M Kronish, Rumi Chunara, Yaguang Zheng, Steven Lawrence, John A Dodson, Sam Kozloff, Samrachana Adhikari

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
8.9field-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.

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

22 citing papers in PubMed, 35 citations in OpenAlex.

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  18. Comorbidities and determinants of health on heart failure guideline-directed medical therapy adherence: All of us.International journal of cardiology. Cardiovascular risk and prevention · 2024
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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

10 authors at 4 institutions in 1 country.

Amrita MukhopadhyayDivision of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York.
Saul BleckerDepartment of Population Health, NYU Grossman School of Medicine, New York, New York.
Xiyue LiDepartment of Population Health, NYU Grossman School of Medicine, New York, New York.
Ian M KronishCenter for Behavioral Cardiovascular Health, Columbia University Irving Medical Center, New York, New York.
Rumi ChunaraDepartment of Biostatistics, NYU School of Global Public Health, New York, New York.
Yaguang ZhengNYU Rory Meyers College of Nursing, New York, New York.
Steven LawrenceDepartment of Population Health, NYU Grossman School of Medicine, New York, New York.
John A DodsonDivision of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York.
Sam KozloffDepartment of Medicine, University of Utah, Salt Lake City.
Samrachana AdhikariDepartment of Population Health, NYU Grossman School of Medicine, New York, New York.
New York University · USColumbia University Irving Medical Center · USNew York College of Health Professions · USUniversity of Utah · US

Funding

Generalizable prediction of medication adherence in heart failureR01HL155149 · NHLBI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI ADHIKARI, SAMRACHANA, BLECKER, SAUL B. · 2021 to 2025
$3.9M
NHLBI NIH HHS R01 HL155149
6 · The paper itself

Abstract

Importance: Medication nonadherence is common among patients with heart failure with reduced ejection fraction (HFrEF) and can lead to increased hospitalization and mortality. Patients living in socioeconomically disadvantaged areas may be at greater risk for medication nonadherence due to barriers such as lower access to transportation or pharmacies. Objective: To examine the association between neighborhood-level socioeconomic status (nSES) and medication nonadherence among patients with HFrEF and to assess the mediating roles of access to transportation, walkability, and pharmacy density. Design, Setting, and Participants: This retrospective cohort study was conducted between June 30, 2020, and December 31, 2021, at a large health system based primarily in New York City and surrounding areas. Adult patients with a diagnosis of HF, reduced EF on echocardiogram, and a prescription of at least 1 guideline-directed medical therapy (GDMT) for HFrEF were included. Exposure: Patient addresses were geocoded, and nSES was calculated using the Agency for Healthcare Research and Quality SES index, which combines census-tract level measures of poverty, rent burden, unemployment, crowding, home value, and education, with higher values indicating higher nSES. Main Outcomes and Measures: Medication nonadherence was obtained through linkage of health record prescription data with pharmacy fill data and was defined as proportion of days covered (PDC) of less than 80% over 6 months, averaged across GDMT medications. Results: Among 6247 patients, the mean (SD) age was 73 (14) years, and majority were male (4340 [69.5%]). There were 1011 (16.2%) Black participants, 735 (11.8%) Hispanic/Latinx participants, and 3929 (62.9%) White participants. Patients in lower nSES areas had higher rates of nonadherence, ranging from 51.7% in the lowest quartile (731 of 1086 participants) to 40.0% in the highest quartile (563 of 1086 participants) (P < .001). In adjusted analysis, patients living in the lower 2 nSES quartiles had significantly higher odds of nonadherence when compared with patients living in the highest nSES quartile (quartile 1: odds ratio [OR], 1.57 [95% CI, 1.35-1.83]; quartile 2: OR, 1.35 [95% CI, 1.16-1.56]). No mediation by access to transportation and pharmacy density was found, but a small amount of mediation by neighborhood walkability was observed. Conclusions and Relevance: In this retrospective cohort study of patients with HFrEF, living in a lower nSES area was associated with higher rates of GDMT nonadherence. These findings highlight the importance of considering neighborhood-level disparities when developing approaches to improve medication adherence.

Indexed as

Heart FailureAdultAgedFemaleHumansMalePrescriptionsRetrospective StudiesSocial ClassStroke Volume

Identifiers

PMID38095897
PMCPMC10722333
OpenAlexW4389728278

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.