Evidence map›Paper›PMID 34662161›Full record

ArticleCirculation2021

Social Vulnerability and Premature Cardiovascular Mortality Among US Counties, 2014 to 2018.

Safi U Khan, Zulqarnain Javed, Ahmad N Lone, Sourbha S Dani, Zahir Amin, Sadeer G Al-Kindi, Salim S Virani, Garima Sharma, Ron Blankstein, Michael J Blaha and 2 more

Abstract readHistorical Article
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In one paragraph

Article in Circulation, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 98 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
98citing papers in PubMed, 1 pooled it
15.1field-weighted citation impact, top 1% 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

98 citing papers in PubMed, 1 synthesis or guideline pooled it, 152 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Associations Between Neighborhood Social Vulnerability and the Distribution of Rhinologists in the United States.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2026
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  8. Social vulnerability, access to care, and outcomes in hemophilia.Blood vessels, thrombosis & hemostasis · 2026
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  9. Increased Density of Mobile Health Unit Encounters Among Primary Care Health Professional Shortage Areas.International journal of environmental research and public health · 2026
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  11. Review
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  17. Review
  18. Severe housing cost burden and premature cardiovascular mortality.American journal of preventive cardiology · 2025
    Article
  19. Social Vulnerability and Disparities in All-Cause Mortality in the United States.Journal of racial and ethnic health disparities · 2025
    Article
  20. Article

38 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors at 8 institutions in 1 country.

Safi U KhanDepartment of Cardiology (S.U.K.).ORCID 0000-0003-1559-6911
Zulqarnain JavedDivision of Health Equity and Disparities Research, Center for Outcomes Research (Z.J., M.C-A., K.N.), Houston Methodist, TX.ORCID 0000-0002-4137-9198
Ahmad N LoneDepartment of Cardiology, Guthrie Health System/Robert Packer Hospital, Sayre, PA (A.N.L.).
Sourbha S DaniDivision of Cardiology, Lahey Hospital and Medical Center, Beth Israel Lahey Health, Burlington, MA (S.S.D.).ORCID 0000-0002-3434-6136
Zahir AminUniversity of Houston, TX (Z.A.).ORCID 0000-0002-9135-0254
Sadeer G Al-KindiHarrington Heart and Vascular Institute, University Hospitals and Case Western Reserve University, Cleveland, OH (S.G.A-K.). Michael E. DeBakey Veterans Affairs Medical Center.ORCID 0000-0002-1122-7695
Salim S ViraniSection of Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, TX (S.S.V.).ORCID 0000-0001-9541-6954
Garima SharmaCiccarone Center for the Prevention of Cardiovascular Disease, The Johns Hopkins University, Baltimore, MD (G.S., M.J.B.).ORCID 0000-0001-7254-2077
Ron BlanksteinCardiovascular Division, Brigham and Women's Hospital, Boston, MA (R.B.).
Michael J BlahaCiccarone Center for the Prevention of Cardiovascular Disease, The Johns Hopkins University, Baltimore, MD (G.S., M.J.B.).ORCID 0000-0001-5138-9683
Miguel Cainzos-AchiricaCardiovascular Prevention and Wellness (M.C-A., K.N.), DeBakey Heart and Vascular Center.ORCID 0000-0002-8073-2337
Khurram NasirCardiovascular Prevention and Wellness (M.C-A., K.N.), DeBakey Heart and Vascular Center.ORCID 0000-0001-5376-2269
Houston Methodist · USJohns Hopkins University · USBaylor College of Medicine · USBrigham and Women's Hospital · USLahey Medical Center · USSUNY Upstate Medical University · USTwitter (United States) · USUniversity Hospitals of Cleveland · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSubstantial differences exist between United States counties with regards to premature (<65 years of age) cardiovascular disease (CVD) mortality. Whether underlying social vulnerabilities of counties influence premature CVD mortality is uncertain.

methodsIn this cross-sectional study (2014-2018), we linked county-level CDC/ATSDR SVI (Centers for Disease Control and Prevention/Agency for Toxic Substances and Disease Registry Social Vulnerability Index) data with county-level CDC WONDER (Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiological Research) mortality data. We calculated scores for overall SVI and its 4 subcomponents (ie, socioeconomic status; household composition and disability; minority status and language; and housing type and transportation) using 15 social attributes. Scores were presented as percentile rankings by county, further classified as quartiles on the basis of their distribution among all US counties (1st [least vulnerable] = 0 to 0.25; 4th [most vulnerable = 0.75 to 1.00]). We grouped age-adjusted mortality rates per 100 000 person-years for overall CVD and its subtypes (ischemic heart disease, stroke, hypertension, and heart failure) for nonelderly (<65 years of age) adults across SVI quartiles.

resultsOverall, the age-adjusted CVD mortality rate per 100 000 person-years was 47.0 (ischemic heart disease, 28.3; stroke, 7.9; hypertension, 8.4; and heart failure, 2.4). The largest concentration of counties with more social vulnerabilities and CVD mortality were clustered across the southwestern and southeastern parts of the United States. The age-adjusted CVD mortality rates increased in a stepwise manner from 1st to 4th SVI quartiles. Counties in the 4th SVI quartile had significantly higher mortality for CVD (rate ratio, 1.84 [95% CI, 1.43-2.36]), ischemic heart disease (1.52 [1.09-2.13]), stroke (2.03 [1.12-3.70]), hypertension (2.71 [1.54-4.75]), and heart failure (3.38 [1.32-8.61]) than those in the 1st SVI quartile. The relative risks varied considerably by demographic characteristics. For example, among all ethnicities/races, non-Hispanic Black adults in the 4th SVI quartile versus the 1st SVI quartile exclusively had significantly higher relative risks of stroke (1.65 [1.07-2.54]) and heart failure (2.42 [1.29-4.55]) mortality. Rural counties with more social vulnerabilities had 2- to 5-fold higher mortality attributable to CVD and subtypes.

conclusionsIn this analysis, US counties with more social vulnerabilities had higher premature CVD mortality, varied by demographic characteristics and rurality. Focused public health interventions should address the socioeconomic disparities faced by underserved communities to curb the growing burden of premature CVD.

Indexed as

Social VulnerabilityAdolescentAdultCardiovascular DiseasesCross-Sectional StudiesFemaleHistory, 21st CenturyHumansMaleMiddle AgedSurvival AnalysisYoung Adultcardiovascular diseasecross-sectional studiesheart failuremortality, prematuremyocardial ischemiapublic health

Identifiers

PMID34662161
OpenAlexW3207570418

What OpenQuestion holds

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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.