ArticleJournal of clinical medicine2022
Social Determinants of Stroke Hospitalization and Mortality in United States' Counties.
Article in Journal of clinical medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 31 citations in OpenAlex.
- Mobile health-technology integrated care in secondary prevention atrial fibrillation patients: a post-hoc analysis from the mAFA-II randomized clinical trial.Internal and emergency medicine · 2023Trial
- Social determinants of stroke prevalence in the United States adults: Analysis of 42 states using behavioral risk factor surveillance system 2022 data.Preventive medicine reports · 2026Article
- Mortality rate of stroke and its determinants in Africa: An umbrella review of systematic review and meta-analysis.Global epidemiology · 2025Review
- Area-Level Income Disparities and the Timing of First Ischemic Stroke: Insights From the 2019 National Inpatient Sample.Journal of the American Heart Association · 2025Article
- A Geographic Weighted Regression Analysis of the Health Opportunity Index and Stroke Prevalence in Health and Human Services Region 3.International journal of environmental research and public health · 2025Article
- Regional Disparities in the Social Determinants of Stroke Severity.Research square · 2025Article
- Regional Disparities in the Social Determinants of Stroke Severity.medRxiv : the preprint server for health sciences · 2025Article
- Impact of Social Determinants of Health on Outcomes of Nontraumatic Subarachnoid Hemorrhage.Journal of the American Heart Association · 2025Article
- Identifying mediators of healthy lifestyle adoption after stroke: a focus group study using a Theoretical Domains Framework guided analysis.BMC neurology · 2025Article
- Disparities in Cardiovascular Disease Prevalence by Race and Ethnicity, Socioeconomic Status, Urbanicity, and Social Determinants of Health Among Medicare Beneficiaries With Diabetes.Preventing chronic disease · 2025Article
- Stroke mortality negatively associated with health, education, and safety: an ecological study, Minas Gerais, 2014-2022.Epidemiologia e servicos de saude : revista do Sistema Unico de Saude do Brasil · 2025Article
- Association between Heat Vulnerability Index and Stroke Severity.International journal of environmental research and public health · 2024Article
- Reducing risk behaviours after stroke: An overview of reviews interrogating primary study data using the Theoretical Domains Framework.PloS one · 2024Article
- Twenty-Year Disparity Trends in United States Stroke Death Rate by Age, Race/Ethnicity, Geography, and Socioeconomic Status.Neurology · 2023Article
- Spatial-temporal analysis of cerebral infarction mortality in Hokkaido, Japan: an ecological study using a conditional autoregressive model.International journal of health geographics · 2022Article
Corrections and comments
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Authors and funding
8 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
(1) Background: Stroke incidence and outcomes are influenced by socioeconomic status. There is a paucity of reported population-level studies regarding these determinants. The goal of this ecological analysis was to determine the county-level associations of social determinants of stroke hospitalization and death rates in the United States. (2) Methods: Publicly available data as of 9 April 2021, for the socioeconomic factors and outcomes, was extracted from the Centers for Disease Control and Prevention. The outcomes of interest were “all stroke hospitalization rates per 1000 Medicare beneficiaries” (SHR) and “all stroke death rates per 100,000 population” (SDR). We used a multivariate binomial generalized linear mixed model after converting the outcomes to binary based on their median values. (3) Results: A total of 3226 counties/county-equivalents of the states and territories in the US were analyzed. Heart disease prevalence (odds ratio, OR = 2.03, p < 0.001), blood pressure medication nonadherence (OR = 2.02, p < 0.001), age-adjusted obesity (OR = 1.24, p = 0.006), presence of hospitals with neurological services (OR = 1.9, p < 0.001), and female head of household (OR = 1.32, p = 0.021) were associated with high SHR while cost of care per capita for Medicare patients with heart disease (OR = 0.5, p < 0.01) and presence of hospitals (OR = 0.69, p < 0.025) were associated with low SHR. Median household income (OR = 0.6, p < 0.001) and park access (OR = 0.84, p = 0.016) were associated with low SDR while no college degree (OR = 1.21, p = 0.049) was associated with high SDR. (4) Conclusions: Several socioeconomic factors (e.g., education, income, female head of household) were found to be associated with stroke outcomes. Additional research is needed to investigate intermediate and potentially modifiable factors that can serve as targeted interventions.
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