From the Max Planck Institute for Demographic Research, Rostock, Germany.
Public Health Department, Erasmus Medical Centre, Rotterdam, the Netherlands.
Epidemiology. 2022 Nov 1;33(6):880-889. doi: 10.1097/EDE.0000000000001524. Epub 2022 Aug 2.
More recent birth cohorts are at a higher depression risk than cohorts born in the early 20th century. We aimed to investigate to what extent changes in alcohol consumption, smoking, physical activity, and obesity contribute to these birth cohort variations.
We analyzed panel data from US adults born 1916-1966 enrolled in the Health and Retirement Study (N = 163,760 person-years). We performed a counterfactual decomposition analysis by combining age-period-cohort models with g-computation. We thereby compared the predicted probability of elevated depressive symptoms (CES-D 8 score ≥3) in the natural course to a counterfactual scenario where all birth cohorts had the health behaviors of the 1945 birth cohort. We stratified analyses by sex and race-ethnicity.
We estimated that depression risk of the 1916-1949 and 1950-1966 birth cohort would be on average 2.0% (-2.3 to -1.7) and 0.5% (-0.9 to -0.1) higher with the alcohol consumption levels of the 1945 cohort. In the counterfactual with the 1945 BMI distribution, depression risk is on average 2.1% (1.8 to 2.4) higher for the 1916-1940 cohorts and 1.8% (-2.2 to -1.5) lower for the 1950-1966 cohorts. We find no cohort variations in depression risk for smoking and physical activity. The contribution of alcohol is more pronounced for Whites than for other race-ethnicity groups, and the contribution of BMI more pronounced for women than for men.
Increased obesity levels were associated with exacerbated depression risk in recent birth cohorts in the United States, while drinking patterns only played a minor role.
较新的出生队列比 20 世纪初出生的队列患抑郁症的风险更高。我们旨在调查饮酒、吸烟、体育活动和肥胖等因素的变化在多大程度上导致了这些出生队列的变化。
我们分析了参加美国健康与退休研究的 1916 年至 1966 年出生的美国成年人的面板数据(N=163760 人年)。我们通过将年龄-时期-队列模型与 g 计算相结合,进行了反事实分解分析。我们比较了自然病程中升高的抑郁症状(CES-D 8 评分≥3)的预测概率与所有出生队列都具有 1945 年出生队列的健康行为的反事实情况。我们按性别和种族-族裔进行了分层分析。
我们估计,1916-1949 年和 1950-1966 年出生队列的抑郁风险平均分别增加 2.0%(-2.3 至-1.7)和 0.5%(-0.9 至-0.1),如果他们的饮酒水平与 1945 年出生队列的水平相同。在以 1945 年 BMI 分布为反事实的情况下,1916-1940 年出生队列的抑郁风险平均增加 2.1%(1.8 至 2.4),1950-1966 年出生队列的抑郁风险平均降低 1.8%(-2.2 至-1.5)。我们没有发现吸烟和体育活动与抑郁风险的队列变化。酒精的作用在白人中比在其他种族-族裔群体中更为明显,而 BMI 的作用在女性中比在男性中更为明显。
在美国,最近出生队列中肥胖水平的上升与抑郁风险的加剧有关,而饮酒模式只起了次要作用。