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配偶认知功能如何影响中老年人群的抑郁水平:基于中国 CHARLS 的工具变量研究。

How spousal cognitive functioning affects the level of depression in middle-aged and older adults: An instrumental variable study based on CHARLS in China.

机构信息

Institute of Medical Information/Medical Library, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.

National Clinical Research Centre for Infectious Diseases, The Third People's Hospital of Shenzhen, Shenzhen, Guangdong, China.

出版信息

Biosci Trends. 2024 Nov 15;18(5):444-456. doi: 10.5582/bst.2024.01205. Epub 2024 Sep 22.

Abstract

A better understanding of the causal relationship between spousal cognitive functioning and depression levels among middle-aged and older adults is vital for effective health policymaking under the globally severe aging challenge. However, the related evidence is often limited by potential omitted-variable bias and reverse causation. This study uses an instrumental variables approach, namely the two-stage least squares (2SLS) method, to examine the impact of spousal cognitive functioning on depression levels among middle-aged and older adults in China. The data were sourced from the China Health and Retirement Longitudinal Study (CHARLS) of 2020, including a total of 3,710 couples aged 45 years and above. Depression levels were measured using the Center for Epidemiologic Studies Depression Scale (CES-D-10), while cognitive functioning was assessed using the Mini-Mental State Examination (MMSE). Spousal social participation was employed as the instrumental variable to address omitted-variable bias and reverse causation. Additionally, an interaction effect test between gender and spousal cognitive functioning was conducted. The results show that for each one-point increase in the spouse's MMSE score, the CES-D-10 score of middle-aged and older adults decreased by 17.1% to 68.2%. The OLS results indicated that women, rural residents, and middle-aged individuals were more sensitive to these changes. The interaction effect test results confirmed that women were more affected by changes in spousal cognitive functioning. However, after a more reliable 2SLS analysis, the results for age groups shifted, showing that middle-aged individuals were more sensitive to these changes, with a decrease in depression levels reaching 70.0%, compared to 60.2% for the elderly group. Nonetheless, given the prevalence of depression among the elderly, the impact of spousal cognitive decline on depression in this group should not be overlooked. Our findings highlight the importance of spousal cognitive health in managing depression among both middle-aged and older adults, with particular attention to women and rural populations.

摘要

更好地理解中年和老年人群体中配偶认知功能与抑郁水平之间的因果关系,对于在全球老龄化严峻挑战下制定有效的健康政策至关重要。然而,相关证据往往受到潜在遗漏变量偏差和反向因果关系的限制。本研究采用工具变量法,即两阶段最小二乘法(2SLS),检验中国中年和老年人群体中配偶认知功能对抑郁水平的影响。数据来源于 2020 年中国健康与养老追踪调查(CHARLS),共包括 3710 对年龄在 45 岁及以上的夫妻。抑郁水平采用流行病学研究中心抑郁量表(CES-D-10)进行测量,认知功能采用简易精神状态检查(MMSE)进行评估。配偶的社会参与被用作工具变量来解决遗漏变量偏差和反向因果关系问题。此外,还进行了性别与配偶认知功能之间的交互效应检验。结果表明,配偶 MMSE 得分每增加 1 分,中年和老年人群体的 CES-D-10 得分降低 17.1%至 68.2%。OLS 结果表明,女性、农村居民和中年个体对这些变化更为敏感。交互效应检验结果证实,女性更容易受到配偶认知功能变化的影响。然而,经过更可靠的 2SLS 分析,年龄组的结果发生了转变,表明中年个体对这些变化更为敏感,抑郁水平下降 70.0%,而老年组则为 60.2%。尽管如此,考虑到老年人中抑郁的普遍存在,配偶认知能力下降对该群体抑郁的影响不容忽视。我们的研究结果强调了配偶认知健康在管理中年和老年人群体抑郁中的重要性,特别是要关注女性和农村人口。

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