Vable Anusha M, Nguyen Thu T, Rehkopf David, Glymour M Maria, Hamad Rita
Department of Family and Community Medicine, University of California, San Francisco, USA.
Department of Epidemiology and Biostatistics, University of California, San Francisco, USA.
SSM Popul Health. 2019 May 30;8:100418. doi: 10.1016/j.ssmph.2019.100418. eCollection 2019 Aug.
Cardiovascular diseases (CVD) are patterned by educational attainment but educational quality is rarely examined. Educational quality differences may help explain racial disparities. Health and Retirement Study respondent data (1992-2014; born 1900-1951) were linked to state- and year-specific educational quality measures when the respondent was 6 years old. State-level educational quality was a composite of state-level school term length, student-to-teacher ratio, and per-pupil expenditure. CVD-related outcomes were self-reported (N = 24,339) obesity, heart disease, stroke, ever-smoking, high blood pressure, diabetes and objectively measured (N = 10,704) uncontrolled blood pressure, uncontrolled blood sugar, total cholesterol, high-density lipoprotein cholesterol (HDL), and C-reactive protein. Race/ethnicity was classified as White, Black, or Latino. Cox models fit for dichotomous time-to-event outcomes and generalized estimating equations for continuous outcomes were adjusted for individual and state-level confounders. Heterogeneities by race were evaluated using state-level educational quality by race interaction terms; race-pooled, race by educational quality interaction, and race-specific estimates were calculated. In race-pooled analyses, higher state-level educational quality was protective for obesity (HR = 0.92; 95%CI(0.87,0.98)). In race-specific estimates for White Americans, state-level educational quality was protective for high blood pressure (HR = 0.95; 95%CI(0.91,0.99). Differential relationships among Black compared to White Americans were observed for obesity, heart disease, stroke, smoking, high blood pressure, and HDL cholesterol. In race-specific estimates for Black Americans, higher state-level educational quality was protective for obesity (HR = 0.88; 95%CI(0.84,0.93)), but predictive of heart disease (HR = 1.07; 95%CI(1.01,1.12)), stroke (HR = 1.20; 95%CI(1.08,1.32)), and smoking (HR = 1.05; 95%CI(1.02,1.08)). Race-specific hazard ratios for Latino and Black Americans were similar for obesity, stroke, and smoking. Better state-level educational quality had differential associations with CVD by race. Among minorities, better state-level educational quality was predominately associated with poorer CVD outcomes. Results evaluate the 1900-1951 birth cohorts; secular changes in the racial integration of schools since the 1950s, means results may not generalize to younger cohorts.
心血管疾病(CVD)与受教育程度有关,但教育质量很少被研究。教育质量差异可能有助于解释种族差异。健康与退休研究的受访者数据(1992 - 2014年;出生于1900 - 1951年)与受访者6岁时特定州和年份的教育质量指标相关联。州级教育质量是州级学期长度、师生比和人均支出的综合指标。与CVD相关的结果包括自我报告的(N = 24,339)肥胖、心脏病、中风、曾经吸烟、高血压、糖尿病,以及客观测量的(N = 10,704)血压未控制、血糖未控制、总胆固醇、高密度脂蛋白胆固醇(HDL)和C反应蛋白。种族/族裔被分为白人、黑人或拉丁裔。针对二分法事件发生时间结果拟合的Cox模型以及针对连续结果的广义估计方程对个体和州级混杂因素进行了调整。使用按种族交互项的州级教育质量评估种族异质性;计算了种族合并、种族与教育质量交互以及特定种族的估计值。在种族合并分析中,州级教育质量越高对肥胖具有保护作用(风险比[HR] = 0.92;95%置信区间CI)。在针对美国白人的特定种族估计中,州级教育质量对高血压具有保护作用(HR = 0.95;95%CI(0.91,0.99))。观察到非裔美国人与白人美国人在肥胖、心脏病、中风、吸烟、高血压和HDL胆固醇方面存在差异关系。在针对非裔美国人的特定种族估计中,州级教育质量越高对肥胖具有保护作用(HR = 0.88;95%CI(0.84,0.93)),但却预示着心脏病(HR = 1.07;95%CI(1.01,1.12))、中风(HR = 1.20;95%CI(1.08,1.32))和吸烟(HR = 1.05;95%CI(1.02,1.08))。拉丁裔和非裔美国人在肥胖、中风和吸烟方面的特定种族风险比相似。州级教育质量的提高与不同种族的CVD存在不同关联。在少数族裔中,州级教育质量的提高主要与较差的CVD结果相关。研究结果评估了1900 - 1951年出生队列;自20世纪50年代以来学校种族融合的长期变化,这意味着结果可能不适用于年轻队列。