School of Politics and Public Administration, Qingdao University, Qingdao, China.
Center for Health Policy Studies, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.
Front Public Health. 2024 Jul 31;12:1383512. doi: 10.3389/fpubh.2024.1383512. eCollection 2024.
To investigate the effects of age, period, and cohort on the trends of depression; and to examine the influence of these three temporal effects on residential disparities in depression.
Using data from the China Health and Retirement Longitudinal Study (CHARLS) during 2011 to 2020, involving 77,703 respondents aged 45 years old and above. The measurement of depressive symptoms was the score of 10-question version of the Center for Epidemiologic Studies Depression Scale (CES-D 10). The hierarchical age-period-cohort cross-classified random effects models were conducted to examine trends in depressive symptoms related to age, period and cohort.
CES-D scores increased with age and slightly decreased at older age. The cohort trends mostly increased except for a downward trend among those born in 1950s. As for the period effect, CES-D scores decreased gradually from 2011 to 2013 followed by a upward trend. Rural residents were associated with higher level of depression than those live in urban area. These residence gaps in depression enlarged before the age of 80, and then narrowed. The urban-rural disparities in CES-D scores gradually diminished across cohorts, while the corresponding period-based change in urban-rural gaps was not significant.
When age, period, cohort factors are considered, the age effects on depression dominated, and the period and cohort variations were relatively small. The residence disparities in depression reduced with successive cohorts, more attention should be paid to the worsening depression condition of younger cohorts in urban areas.
探讨年龄、时期和队列对抑郁趋势的影响,并检验这三种时间效应对抑郁的居住差异的影响。
使用 2011 年至 2020 年中国健康与退休纵向研究(CHARLS)的数据,涉及 77703 名 45 岁及以上的受访者。抑郁症状的测量是使用流行病学研究中心抑郁量表(CES-D 10)的 10 项版本的得分。采用分层年龄-时期-队列交叉随机效应模型,检验与年龄、时期和队列相关的抑郁症状趋势。
CES-D 评分随年龄增长而升高,高龄时略有下降。除 50 年代出生的人群呈下降趋势外,队列趋势大多呈上升趋势。至于时期效应,CES-D 评分从 2011 年到 2013 年逐渐下降,然后呈上升趋势。农村居民的抑郁水平高于城市居民。这种城乡居民在抑郁方面的差距在 80 岁之前扩大,然后缩小。CES-D 评分的城乡差距在各队列中逐渐缩小,而同期城乡差距的变化并不显著。
在考虑年龄、时期和队列因素时,年龄对抑郁的影响占主导地位,而时期和队列的变化相对较小。随着连续几代人的发展,抑郁的城乡差异有所减少,应更加关注城市地区年轻一代的抑郁状况恶化。