ArticleJAMA network open2023
Neighborhood-Level Socioeconomic Status and Prescription Fill Patterns Among Patients With Heart Failure.
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.
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.
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.
Who cites it
22 citing papers in PubMed, 35 citations in OpenAlex.
- Area Deprivation Index as an Additive Marker of Postdischarge Care Vulnerability in Pediatric Acute Hematogenous Osteomyelitis.Journal of the Pediatric Orthopaedic Society of North America · 2026Article
- The environmental exposome in heart failure risk and progression.Nature reviews. Cardiology · 2026Review
- Design, Characteristics, and Implementation of the Financial Support for Low-Income Patients with Heart Failure Trial.JACC. Advances · 2026Article
- Socioeconomic, demographic, and medication class determinants of medication adherence: A retrospective cohort study.Journal of managed care & specialty pharmacy · 2026Article
- Machine learning based prediction of medication adherence in heart failure using large electronic health record cohort with linkages to pharmacy-fill and neighborhood-level data.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- An overview of the association between socioeconomic deprivation and heart failure.Heart failure reviews · 2025Review
- The impact of socio-economic deprivation on the long-term survival of people with diabetes and acute myocardial infarction: A nationwide cohort study.Diabetic medicine : a journal of the British Diabetic Association · 2025Article
- Association of substance use with stroke in heart failure by community socioeconomic distress.Drug and alcohol dependence · 2025Article
- Understanding Treatment Adherence in Chronic Diseases: Challenges, Consequences, and Strategies for Improvement.Journal of clinical medicine · 2025Review
- Medication Adherence in Patients Undergoing Allogeneic Hematopoietic Stem Cell Transplantation.Cancers · 2025Article
- Association of individual and community-level socioeconomic status and education with medication use: a multilevel analysis in the PERSIAN cohort.BMC public health · 2025Article
- The application of neighborhood area deprivation index to improve health equity across the spectrum of heart failure: a review.Heart failure reviews · 2025Review
- Patients from distressed communities have decreased survival after open thoracic aneurysm repair.JTCVS open · 2025Article
- Article
- Approach to Estimating Adherence to Heart Failure Medications Using Linked Electronic Health Record and Pharmacy Data.Journal of general internal medicine · 2025Article
- Number of Readmissions and Its Determinants Among Patients With Heart Failure at Referral Hospitals in Amhara Region, Northwest Ethiopia: A Cross-Sectional Study Using Zero-Inflated Negative Binomial Model, 2023.Health science reports · 2025Article
- Association Between Video-Based Telemedicine Visits and Medication Adherence Among Patients With Heart Failure: Retrospective Cross-Sectional Study.JMIR cardio · 2024Article
- Comorbidities and determinants of health on heart failure guideline-directed medical therapy adherence: All of us.International journal of cardiology. Cardiovascular risk and prevention · 2024Article
- Association Between Socioeconomic Disadvantage and Risks of Early and Recurrent Admissions Among Patients With Newly Diagnosed Heart Failure.Circulation. Cardiovascular quality and outcomes · 2024Article
- Comment on “Exploring Regional Disparities in Heart Failure Epidemiology and Outcomes: A Comprehensive Study Across Geographical Regions in Türkiye”Balkan medical journal · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 4 institutions in 1 country.
Funding
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
Identifiers
What OpenQuestion holds
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.