认知
多项式logistic回归
日常生活活动
心理学
纵向研究
健康与退休研究
睡眠剥夺对认知功能的影响
逻辑回归
老年病科
老年学
临床心理学
医学
精神科
内科学
病理
机器学习
计算机科学
作者
Nan Jiang,Qian Sun,VW Lou
摘要
Abstract Objectives Family caregivers are important to older adults' health, but few studies have examined how caregivers' mental health is associated with older adults' cognitive function. This study examined the trajectories of cognitive function of older adults and whether caregivers' depressive symptoms shape the pattern of cognitive function trajectories. Methods This 6‐year longitudinal sample consisted 1188 older adults aged ≥75 years with deficits in activities of daily living (ADL) and their family caregivers in Shanghai, China (Rounds 1–3). Cognitive function trajectories were identified based on an enhanced group‐based trajectory modeling that accounted for nonrandom attrition. Multinomial logistic regression tested the association between caregivers' depressive symptoms and older adults' cognitive function trajectory. Results Three trajectory groups were identified: a “newly onset” group (50.4%) had an increased risk of being cognitive impaired during the 6‐year period; a “never” group (46.2%) remained cognitive active; and a “chronic” group was largely persistently cognitive impaired (3.4%). Caregivers' depressive symptoms increased the relative risk of having the “onset” or “chronic” versus “never” trajectory. Among the four dimensions of depressive symptoms, only somatic complaints were associated with a higher risk of the “newly onset” trajectory in 6 years. Conclusion The progression of cognitive function among older adults with deficits in ADL followed three distinct trajectories during a 6‐year period. Addressing the mental health of caregivers may prevent or delay progression of cognitive impairment among older adults.
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