Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Center for Research on Health Care, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
JAMA Cardiol. 2024 Jan 1;9(1):45-54. doi: 10.1001/jamacardio.2023.3990.
Education is a social determinant of health. Quantifying its association with lifetime cardiovascular disease (CVD) risk has public health importance.
To calculate lifetime risk estimates of incident CVD and CVD subtypes and estimate years lived with and without CVD by education.
DESIGN, SETTING, AND PARTICIPANTS: Included community-based cohort studies with adjudicated cardiovascular events used pooled individual-level data from 1985 to 2015 of 6 prospective cohort studies. The study team assessed the association between education and lifetime CVD risk with modified Kaplan-Meier and Cox models accounting for competing risk of noncardiovascular death. The study team estimated years lived with and without CVD by education with the Irwin restricted mean and the utility of adding educational attainment to CVD risk assessment. Participants (baseline 40 to 59 years old and 60 to 79 years old) were without CVD at baseline and had complete education, cardiovascular risk factors, and prospective CVD outcomes data. Data were analyzed from January 2022 to September 2022.
Educational attainment (less than high school, high school completion, some college, or college graduate).
Cardiovascular events (fatal and nonfatal coronary heart disease, heart failure, and stroke; CVD-related deaths; and total CVD encompassing any of these events).
There were 40 998 participants (23 305 female [56.2%]) with a mean (SD) age of 58.1 (9.7) years for males and 58.3 (9.9) years for females. Compared with college graduates, those with less than high school or high school completion had higher lifetime CVD risks. Among middle-aged men, the competing hazard ratios (HRs) for a CVD event were 1.58 (95% CI, 1.38-1.80), 1.30 (95% CI, 1.10-1.46), and 1.16 (95% CI, 1.00-1.34) in those with less than high school, high school, and some college, respectively, compared with those with college completion. Among women, these competing HRs were 1.70 (95% CI, 1.49-1.95), 1.19 (95% CI, 1.05-1.35), and 0.98 (95% CI, 0.83-1.15). Individuals with higher education had longer duration of life prior to incident CVD. Education provided limited contribution toward enhancing CVD risk prediction.
Lower education was associated with lifetime CVD risk across adulthood; higher education translated to healthy longevity. Educational policy initiatives may associate with long-term health benefits.
教育是健康的社会决定因素。量化其与终生心血管疾病(CVD)风险的关联具有公共卫生意义。
计算心血管疾病(CVD)事件和 CVD 亚型的终生风险估计,并按教育程度估算患有和不患有 CVD 的预期年数。
设计、地点和参与者:本研究纳入了基于社区的队列研究,这些研究使用了 1985 年至 2015 年期间来自 6 项前瞻性队列研究的经调整后心血管事件的个体水平数据。研究小组使用修正的 Kaplan-Meier 和 Cox 模型评估了教育与终生 CVD 风险之间的关联,该模型考虑了非心血管死亡的竞争风险。研究小组通过 Irwin 受限均值和将教育程度纳入 CVD 风险评估的效用来估计按教育程度划分的患有和不患有 CVD 的预期年数。参与者(基线年龄为 40 至 59 岁和 60 至 79 岁)在基线时没有 CVD,且完成了教育、心血管危险因素和前瞻性 CVD 结局数据。数据于 2022 年 1 月至 2022 年 9 月进行分析。
教育程度(低于高中、高中完成、大学肄业或大学毕业)。
心血管事件(致死性和非致死性冠心病、心力衰竭和中风;CVD 相关死亡;以及涵盖任何这些事件的总 CVD)。
共有 40998 名参与者(23305 名女性[56.2%]),男性的平均(标准差)年龄为 58.1(9.7)岁,女性为 58.3(9.9)岁。与大学毕业的人相比,那些未完成高中学业或仅完成高中学业的人终生 CVD 风险更高。在中年男性中,在校时间较短(95%CI,1.38-1.80)、高中(95%CI,1.10-1.46)和大专(95%CI,1.00-1.34)的人发生 CVD 事件的竞争风险比分别为 1.58(95%CI,1.38-1.80),1.30(95%CI,1.10-1.46),1.16(95%CI,1.00-1.34)。在女性中,这些竞争风险比分别为 1.70(95%CI,1.49-1.95)、1.19(95%CI,1.05-1.35)和 0.98(95%CI,0.83-1.15)。受教育程度较高的人在发生 CVD 之前的预期寿命更长。教育对增强 CVD 风险预测的贡献有限。
较低的教育程度与成年人的终生 CVD 风险相关;较高的教育程度与健康长寿相关。教育政策倡议可能与长期健康益处相关。