Department of Internal Medicine Cleveland Clinic Foundation Cleveland OH.
Section of Cardiology and Cardiovascular Research, Department of Medicine Baylor College of Medicine Houston TX.
J Am Heart Assoc. 2022 Aug 2;11(15):e024414. doi: 10.1161/JAHA.121.024414. Epub 2022 Jul 29.
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.
社会和环境因素在心血管疾病不断增加的医疗负担中起着重要作用。疾病控制与预防中心(Centers for Disease Control and Prevention)从美国人口普查数据中开发了社会脆弱性指数(Social Vulnerability Index,SVI),作为公共卫生官员在危险事件发生时识别需要支持的社区的工具。SVI(脆弱性最低得分为 0,最高得分为 1)根据包括失业、少数族裔地位和残疾在内的 15 个社会因素对社区进行排名,并将其分为 4 个广泛的主题:社会经济地位、住房和交通、少数族裔和家庭构成。我们试图评估 SVI 与自我报告的普遍心血管合并症和动脉粥样硬化性心血管疾病(atherosclerotic cardiovascular disease,ASCVD)之间的关联。
我们对 2016 年至 2019 年行为风险因素监测系统(Behavioral Risk Factor Surveillance System)中的成年人(≥18 岁)进行了回顾性队列分析。使用参与者对结构化电话访谈的回答,收集了自我报告的普遍心血管合并症(包括糖尿病、高血压、高脂血症、吸烟、物质使用)和 ASCVD 的数据。我们根据 SVI 的三分位数(第一部分参与者居住在脆弱性最低的州,0-0.32;第三部分参与者居住在脆弱性最高的州,0.54-1.0)将各州进行分组。构建了多变量逻辑回归模型,以调整年龄、种族和民族、性别、就业、收入、医疗保险覆盖范围以及与联邦贫困线的关联,以评估 SVI 与心血管合并症之间的关联。我们的研究样本包括 1745999 名≥18 岁的参与者。社会脆弱性最高(第三)三分位数的州主要有黑人和西班牙裔成年人,教育水平较低,收入较低,失业率较高,普遍存在合并症,包括高血压、糖尿病、慢性肾病、高脂血症、物质使用和 ASCVD。在多变量逻辑回归模型中,居住在 SVI 第三三分位数的个体患高血压的可能性更高(比值比[OR],1.14[95%置信区间[CI],1.11-1.17])、糖尿病(OR,1.12[95%CI,1.09-1.15])、高脂血症(OR,1.09[95%CI,1.06-1.12])、慢性肾病(OR,1.17[95%CI,1.12-1.23])、吸烟(OR,1.05[95%CI,1.03-1.07])和 ASCVD(OR,1.15[95%CI,1.12-1.19]),与居住在 SVI 第一三分位数的个体相比。
SVI 在美国各州之间存在差异,与普遍存在的心血管合并症和 ASCVD 相关,独立于年龄、种族和民族、性别、就业、收入和医疗保险覆盖范围。SVI 可能是评估与心血管相关健康行为的多层次影响并确定针对健康相关社会决定因素的目标干预社区的卫生政策制定者和卫生系统研究人员的有用工具。