Evidence map›Paper›PMID 35887865›Full record

ArticleJournal of clinical medicine2022

Social Determinants of Stroke Hospitalization and Mortality in United States' Counties.

Randhir Sagar Yadav, Durgesh Chaudhary, Venkatesh Avula, Shima Shahjouei, Mahmoud Reza Azarpazhooh, Vida Abedi, Jiang Li, Ramin Zand

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
4.5field-weighted citation impact, top 4% 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

15 citing papers in PubMed, 31 citations in OpenAlex.

  1. Trial
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  3. Review
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  5. Article
  6. Article
  7. Regional Disparities in the Social Determinants of Stroke Severity.medRxiv : the preprint server for health sciences · 2025
    Article
  8. Article
  9. Article
  10. Article
  11. 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 · 2025
    Article
  12. Association between Heat Vulnerability Index and Stroke Severity.International journal of environmental research and public health · 2024
    Article
  13. Article
  14. Article
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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

8 authors at 5 institutions in 2 countries.

Randhir Sagar YadavGeisinger Neuroscience Institute, Geisinger Health System, Danville, PA 17822, USA.ORCID 0000-0003-4075-3544
Durgesh ChaudharyGeisinger Neuroscience Institute, Geisinger Health System, Danville, PA 17822, USA.ORCID 0000-0002-2683-5482
Venkatesh AvulaDepartment of Molecular and Functional Genomics, Weis Center for Research, Geisinger Health System, Danville, PA 17822, USA.ORCID 0000-0001-5141-1502
Shima ShahjoueiGeisinger Neuroscience Institute, Geisinger Health System, Danville, PA 17822, USA.
Mahmoud Reza AzarpazhoohDepartments of Clinical Neurological Sciences and Epidemiology, University of Western Ontario, London, ON N6A 3K7, Canada.
Vida AbediDepartment of Public Health Sciences, College of Medicine, The Pennsylvania State University, Hershey, PA 17033, USA.ORCID 0000-0001-7689-933X
Jiang LiDepartment of Molecular and Functional Genomics, Weis Center for Research, Geisinger Health System, Danville, PA 17822, USA.ORCID 0000-0002-7006-1285
Ramin ZandGeisinger Neuroscience Institute, Geisinger Health System, Danville, PA 17822, USA.
Geisinger Health System · USGeisinger Neuroscience Institute · USPennsylvania State University · USUniversity of Florida · USWestern University · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

ecological studyeducationfemale head of householdincomesocial determinantsstroke death ratestroke hospitalization ratestroke outcomes

Identifiers

PMID35887865
PMCPMC9320068
OpenAlexW4285733967

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.