Evidence map›Paper›PMID 35904206›Full record

ArticleJournal of the American Heart Association2022

Association Between Social Vulnerability Index and Cardiovascular Disease: A Behavioral Risk Factor Surveillance System Study.

Vardhmaan Jain, Mahmoud Al Rifai, Safi U Khan, Ankur Kalra, Fatima Rodriguez, Zainab Samad, Yashashwi Pokharel, Arunima Misra, Laurence S Sperling, Jamal S Rana and 3 more

Abstract read
In one paragraph

Article in Journal of the American Heart Association, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers.

0numbers the graph read from it
0cells of the map it votes in
69citing 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

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

69 citing papers in PubMed.

  1. Trial
  2. Trial
  3. Review
  4. Observational
  5. Article
  6. Article
  7. 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
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Social vulnerability, access to care, and outcomes in hemophilia.Blood vessels, thrombosis & hemostasis · 2026
    Article
  13. Article
  14. Article
  15. Article
  16. Area deprivation, social vulnerability, and post-pregnancy blood pressure.medRxiv : the preprint server for health sciences · 2026
    Article
  17. Article
  18. Third Year in Review, Fourth Year in Preview, and the 2025Journal of the American Heart Association · 2026
    Article
  19. Inpatient mortality following hip fracture in the United States: an updated analysis of over one million cases.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2026
    Article
  20. Article

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

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

13 authors.

Vardhmaan JainDepartment of Internal Medicine Cleveland Clinic Foundation Cleveland OH.ORCID 0000-0001-7265-380X
Mahmoud Al RifaiSection of Cardiology and Cardiovascular Research, Department of Medicine Baylor College of Medicine Houston TX.ORCID 0000-0002-6933-790X
Safi U KhanDepartment of Cardiology Houston Methodist DeBakey Heart & Vascular Center Houston TX.ORCID 0000-0003-1559-6911
Ankur KalraDivision of Cardiovascular Medicine, Krannert Cardiovascular Research Center Indiana University School of Medicine Indianapolis IN.ORCID 0000-0003-0080-1660
Fatima RodriguezDivision of Cardiovascular Medicine and the Cardiovascular Institute Stanford University School of Medicine Stanford CA.ORCID 0000-0002-5226-0723
Zainab SamadDepartment of Cardiovascular Medicine Aga Khan University Karachi Pakistan.
Yashashwi PokharelSection of Cardiovascular Medicine, Department of Medicine Wake Forest Baptist Health Winston-Salem NC.
Arunima MisraSection of Cardiology and Cardiovascular Research, Department of Medicine Baylor College of Medicine Houston TX.
Laurence S SperlingDivision of Cardiovascular Medicine Emory University School of Medicine Atlanta GA.ORCID 0000-0001-9417-6370
Jamal S RanaDivision of Cardiovascular Medicine Kaiser Permanente Oakland Medical Center Oakland CA.
Waqas UllahDivision of Cardiovascular Medicine Thomas Jefferson University Hospital Philadelphia PA.ORCID 0000-0002-4850-0309
Ankit MedhekarSection of Cardiology and Cardiovascular Research, Department of Medicine Baylor College of Medicine Houston TX.ORCID 0000-0002-4682-3526
Salim S ViraniSection of Cardiology and Cardiovascular Research, Department of Medicine Baylor College of Medicine Houston TX.ORCID 0000-0001-9541-6954

Funding

SURPASS: (Statin Use and Risk Prediction of Atherosclerotic Cardiovascular Disease in minority Subgroups)K01HL144607 · NHLBI · STANFORD UNIVERSITY · PI RODRIGUEZ, FATIMA · 2019 to 2023
$856k
NHLBI NIH HHS K01 HL144607
6 · The paper itself

Abstract

Background Social and environmental factors play an important role in the rising health care burden of cardiovascular disease. The Centers for Disease Control and Prevention developed the Social Vulnerability Index (SVI) from US census data as a tool for public health officials to identify communities in need of support in the setting of a hazardous event. SVI (ranging from a least vulnerable score of 0 to a most vulnerable score of 1) ranks communities on 15 social factors including unemployment, minoritized groups status, and disability, and groups them under 4 broad themes: socioeconomic status, housing and transportation, minoritized groups, and household composition. We sought to assess the association of SVI with self-reported prevalent cardiovascular comorbidities and atherosclerotic cardiovascular disease (ASCVD). Methods and Results We performed a retrospective cohort analysis of adults (≥18 years) in the Behavioral Risk Factor Surveillance System 2016 to 2019. Data regarding self-reported prevalent cardiovascular comorbidities (including diabetes, hypertension, hyperlipidemia, smoking, substance use), and ASCVD was captured using participants' response to a structured telephonic interview. We divided states on the basis of the tertile of SVI (first-participant lives in the least vulnerable group of states, 0-0.32; to third-participant lives in the most vulnerable group of states, 0.54-1.0). Multivariable logistic regression models adjusting for age, race and ethnicity, sex, employment, income, health care coverage, and association with federal poverty line were constructed to assess the association of SVI with cardiovascular comorbidities. Our study sample consisted of 1 745 999 participants ≥18 years of age. States in the highest (third) tertile of social vulnerability had predominantly Black and Hispanic adults, lower levels of education, lower income, higher rates of unemployment, and higher rates of prevalent comorbidities including hypertension, diabetes, chronic kidney disease, hyperlipidemia, substance use, and ASCVD. In multivariable logistic regression models, individuals living in states in the third tertile of SVI had higher odds of having hypertension (odds ratio (OR), 1.14 [95% CI, 1.11-1.17]), diabetes (OR, 1.12 [95% CI, 1.09-1.15]), hyperlipidemia (OR, 1.09 [95% CI, 1.06-1.12]), chronic kidney disease (OR, 1.17 [95% CI, 1.12-1.23]), smoking (OR, 1.05 [95% CI, 1.03-1.07]), and ASCVD (OR, 1.15 [95% CI, 1.12-1.19]), compared with those living in the first tertile of SVI. Conclusions SVI varies across the US states and is associated with prevalent cardiovascular comorbidities and ASCVD, independent of age, race and ethnicity, sex, employment, income, and health care coverage. SVI may be a useful assessment tool for health policy makers and health systems researchers examining multilevel influences on cardiovascular-related health behaviors and identifying communities for targeted interventions pertaining to social determinants of health.

Indexed as

AtherosclerosisCardiovascular DiseasesHypertensionRenal Insufficiency, ChronicAdultBehavioral Risk Factor Surveillance SystemHumansRetrospective StudiesSocial VulnerabilityUnited Statescardiovascular diseaserisk factorssocial vulnerabilitySVI

Identifiers

PMID35904206
PMCPMC9375494

What OpenQuestion holds

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Registered trials

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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.