ArticleThe Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association2024
The role of comorbidities, medications, and social determinants of health in understanding urban-rural outcome differences among patients with heart failure.
Article in The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
What it found
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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
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Who cites it
4 citing papers in PubMed, 7 citations in OpenAlex.
- The social context and environment as targets for heart failure prevention.Heart failure reviews · 2026Review
- Heart failure readmissions in urban and rural hospital settings: An analysis of 30-day readmissions using the 2021 Nationwide Readmissions Database.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026Article
- Incidence, Prevalence, and Trends in Mortality and Stroke Among Medicare Beneficiaries With Atrial Fibrillation: 2013 to 2019.Circulation. Cardiovascular quality and outcomes · 2025Article
- Using a neural network to derive early childhood neurodevelopmental profiles in the New Hampshire Birth Cohort Study.BMJ public health · 2025Article
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 1 country.
Funding
Abstract
purposeThere is now a 20% disparity in all-cause, excess deaths between urban and rural areas, much of which is driven by disparities in cardiovascular death. We sought to explain the sources of these disparities for Medicare beneficiaries with heart failure with reduced ejection fraction (HFrEF).
methodsUsing a sample of Medicare Parts A, B, and D, we created a cohort of 389,528 fee-for-service beneficiaries with at least 1 heart failure hospitalization from 2008 to 2017. The primary outcome was 30-day mortality after discharge; 1-year mortality, readmissions, and return emergency room (ER) admissions were secondary outcomes. We used hierarchical, logistic regression modeling to determine the contribution of comorbidities, guideline-directed medical therapy (GDMT), and social determinants of health (SDOH) to outcomes.
resultsThirty-day mortality rates after hospital discharge were 6.3% in rural areas compared to 5.7% in urban regions (P < .001); after adjusting for patient health and GDMT receipt, the 30-day mortality odds ratio for rural residence was 1.201 (95% CI 1.164-1.239). Adding the SDOH measure reduced the odds ratio somewhat (1.140, 95% CI 1.103-1.178) but a gap remained. Readmission rates in rural areas were consistently lower for all model specifications, while ER admissions were consistently higher.
conclusionsAmong patients with HFrEF, living in a rural area is associated with an increased risk of death and return ER visits within 30 days of discharge from HF hospitalization. Differences in SDOH appear to partially explain mortality differences but the remaining gap may be the consequence of rural-urban differences in HF treatment.
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Registered trials
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