ArticleJournal of the American Heart Association2022
Association Between Social Vulnerability Index and Cardiovascular Disease: A Behavioral Risk Factor Surveillance System Study.
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.
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Who cites it
69 citing papers in PubMed.
- Mobile Intervention for Increasing COVID-19 Testing in K-12 Schools Serving Disadvantaged Communities: Randomized Controlled Trial of SCALE-UP Counts.Journal of medical Internet research · 2025Trial
- Long-Term Follow-up of Levonorgestrel Intrauterine Device for Atypical Hyperplasia and Early Endometrial Cancer Reveals Relapse Characterized by Immune Exhaustion.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024Trial
- Review
- Effect of Prehospital Time on Door-to-Computed Tomography Time in Acute Ischemic Stroke: A Multicenter Study.Brain and behavior · 2026Observational
- Prior Authorization Requirements in Medicare Advantage and County Social Vulnerability.The American journal of managed care · 2026Article
- Associations Between Community Social Vulnerability or Socioeconomic Deprivation and Respiratory Virus Infection in Decedents in a Large, Urban Medical Examiner's Office.Journal of racial and ethnic health disparities · 2026Article
- 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 · 2026Article
- The child opportunity index and its association with resting and exercising blood pressure in children: a Chicago metro area pilot study.Preventive medicine reports · 2026Article
- Association of hospital quality and social determinants of health with short-term surgical outcomes among medicare beneficiary patients undergoing elective cancer surgery.American journal of surgery · 2026Article
- Incorporating geospatial environmental exposure indicators in individual hypertension risk prediction: a multi-stage machine learning pipeline.Journal of exposure science & environmental epidemiology · 2026Article
- Higher Neighborhood Social Vulnerability is Associated with Lower Life's Essential 8 Cardiovascular Health Scores: the Coronary Artery Risk Development in Young Adults (CARDIA) Study.medRxiv : the preprint server for health sciences · 2026Article
- Social vulnerability, access to care, and outcomes in hemophilia.Blood vessels, thrombosis & hemostasis · 2026Article
- Association Between Lipoprotein(a) Testing, Lipid-Lowering Therapy Intensification, and Low-Density Lipoprotein Cholesterol Goal Attainment: Findings From the Veterans Affairs Health System.Journal of the American Heart Association · 2026Article
- Cancer Screening in Federally Qualified Health Centers by Neighborhood Social Vulnerability: A National Study.Journal of general internal medicine · 2026Article
- The association between the degree of social vulnerability and maternal anemia and other adverse perinatal outcomes.Pregnancy (Hoboken, N.J.) · 2026Article
- Area deprivation, social vulnerability, and post-pregnancy blood pressure.medRxiv : the preprint server for health sciences · 2026Article
- Neighborhood environmental burden and cardiovascular health in Tianjin.BMC public health · 2026Article
- Third Year in Review, Fourth Year in Preview, and the 2025Journal of the American Heart Association · 2026Article
- 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 · 2026Article
- Rising Global Burden of Diabetes and Kidney Disease in Women Aged 15-49 Years: A Global Burden of Disease 2021 Analysis.International journal of women's health · 2026Article
9 more citing papers are in PubMed but not listed here.
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Authors and funding
13 authors.
Funding
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.
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