Evidence map›Paper›PMID 41481326›Full record

ArticleJAMA health forum2026

Housing Cost Burden and Outcomes Among Medicaid Beneficiaries With Heart Failure.

Joniqua N Ceasar, Lin Yang, Lauren A Eberly, Ashwin S Nathan, Eric T Roberts, Vincent J Reina, Peter W Groeneveld, Sameed Ahmed M Khatana

Abstract read
In one paragraph

Article in JAMA health forum, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Joniqua N CeasarNational Clinician Scholars Program, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Lin YangPenn Cardiovascular Outcomes, Quality, & Evaluative Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Lauren A EberlyThe Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.
Ashwin S NathanThe Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.
Eric T RobertsThe Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.
Vincent J ReinaDepartment of City and Regional Planning, University of Pennsylvania, Philadelphia.
Peter W GroeneveldThe Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.
Sameed Ahmed M KhatanaThe Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.

Funding

The impact of the Supplemental Nutrition Assistance Program on the cardiovascular health of low-income adultsR01HL171157 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI Sameed Ahmed Mustafa Khatana · 2024 to 2026
$2.1M
NHLBI NIH HHS R01 HL171157
6 · The paper itself

Abstract

Importance: Housing cost burden is at an all-time high in the US and may disproportionately affect health outcomes among low-income populations. Medicaid-insured individuals and those diagnosed with cardiovascular (CV) disease, such as heart failure (HF), may be especially at increased risk of adverse health outcomes associated with housing cost burden. Objective: To assess the association between area-level housing cost burden and the probability of CV-related hospitalization or emergency department (ED) visits among Medicaid beneficiaries aged 19 to 64 years with HF. Design, Setting, and Participants: This cross-sectional study used individual-level health care utilization data obtained from the Transformed Medicaid Statistical Information System Analytic Files (2018-2019). All zip codes in the US with resident Medicaid beneficiaries aged 19 to 64 years who had a preexisting diagnosis of HF and were continuously enrolled in 2019 were included except for those in Alabama, Rhode Island, and Utah due to data quality issues. Data were analyzed from October 2024 to October 2025. Exposure: Area-level housing cost burden was defined as the zip code-level proportion of housing units occupied by individuals with an annual household income less than $35 000 who spent 30% or more of their income on housing costs. Main Outcomes and Measures: The probability of a CV-related hospitalization and of a CV-related ED visit in 2019. Generalized estimating equation models were used to evaluate the association between housing cost burden and outcomes after adjusting for individual and area-level factors. Results: This study included 233 195 individuals (mean [SD] age, 51.5 [9.6] years, 107 447 female [46.1%]) who were living in 19 577 zip codes. The mean (SD) zip code housing cost burden was 67.4% (16.5%). In 2019, 42 886 beneficiaries (18.4%) had at least 1 CV-related hospitalization and 75 392 (32.3%) had an ED visit. After covariate adjustment, a 10-percentage point increase in housing cost burden was associated with higher odds of CV-related hospitalizations (odds ratio [OR], 1.03; 95% CI, 1.01-1.06) and ED visits (OR, 1.03; 95% CI, 1.01-1.04). There were also higher odds of HF-related hospitalizations (OR, 1.04; 95% CI, 1.01-1.07). Conclusions and Relevance: The findings of this study suggest that area-level housing cost burden may be associated with outcomes among Medicaid beneficiaries with HF and highlights the need to investigate whether strategies that address housing affordability can play a role in improving health outcomes in this population.

Indexed as

Heart FailureHospitalizationHousingMedicaidAdultCross-Sectional StudiesEmergency Service, HospitalFemaleHumansMaleMiddle AgedUnited StatesYoung Adult

Identifiers

PMID41481326
PMCPMC12761336

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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.