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老年人内在能力与功能能力之间的纵向关联:比较交叉滞后面板模型和随机截距交叉滞后面板模型的研究结果。

The Longitudinal Association Between Intrinsic Capacity and Functional Ability in Older Adults: Comparing Findings from the Cross-Lagged Panel Model and the Random-Intercept Cross-Lagged Panel Model.

作者信息

Cheng Yilin, Xiao Shuqin, Cai Yurun, Jing Liwei, Li Weiyao, Liu Xue

机构信息

Yilin Cheng, Msc, School of Nursing, Capital Medical University, Beijing, China.

Shuqin Xiao, PhD, Professor, School of Nursing, Capital Medical University, Beijing, China.

出版信息

J Gerontol A Biol Sci Med Sci. 2025 Aug 7. doi: 10.1093/gerona/glaf172.

Abstract

BACKGROUND

Intrinsic Capacity (IC) is a multidimensional construct defined by the World Health Organization (WHO). Although IC has been established as a significant predictor of functional decline in older adults, emerging evidence suggests that functional impairment may, in turn, accelerate the degradation of IC, indicating a potential bidirectional relationship. Therefore, this study aims to systematically examine the potential bidirectional relationship between IC and functional ability.

METHODS

This study analyzed longitudinal data from 2,233 adults aged 60 and above from the China Health and Retirement Longitudinal Study (CHARLS, 2011-2015). Cross-lagged panel models (CLPM) and random-intercept cross-lagged panel models (RI-CLPM) were used to examine bidirectional associations between IC and functional ability. IC (0-100) was assessed across five domains: locomotion, cognition, psychological well-being, vitality, and sensory function. Functional ability was measured using scores for basic (BADL: 0-18) and instrumental (IADL: 0-15) activities of daily living at three time points. Models were adjusted for sociodemographic, health, and behavioral factors.

RESULTS

Compared to CLPM, RI-CLPM better captured the dynamic trajectory of functional status in older adults. IC decline significantly predicted BADL deterioration (β  =  0.089-0.109, p < 0.05), but BADL changes did not significantly affect IC. A bidirectional relationship existed between IC and IADL, with IC's effect on IADL (β  =  0.206-0.236, p < 0.001) being stronger than the reverse (β  =  0.093-0.100, p < 0.001).

CONCLUSIONS

This study employed CLPM and RI-CLPM to investigate the dynamic relationship between IC and functional ability. These results offer new directions for developing interventions to promote healthy aging.

摘要

背景

内在能力(IC)是世界卫生组织(WHO)定义的一个多维概念。尽管内在能力已被确立为老年人功能衰退的重要预测指标,但新出现的证据表明,功能障碍可能反过来加速内在能力的退化,这表明存在潜在的双向关系。因此,本研究旨在系统地探讨内在能力与功能能力之间的潜在双向关系。

方法

本研究分析了中国健康与养老追踪调查(CHARLS,2011 - 2015年)中2233名60岁及以上成年人的纵向数据。采用交叉滞后面板模型(CLPM)和随机截距交叉滞后面板模型(RI - CLPM)来检验内在能力与功能能力之间的双向关联。内在能力(0 - 100)在五个领域进行评估:运动、认知、心理健康、活力和感觉功能。功能能力通过三个时间点的基本日常生活活动(BADL:0 - 18)和工具性日常生活活动(IADL:0 - 15)得分来衡量。模型对社会人口统计学、健康和行为因素进行了调整。

结果

与CLPM相比,RI - CLPM能更好地捕捉老年人功能状态的动态轨迹。内在能力下降显著预测了BADL恶化(β = 0.089 - 0.109,p < 0.05),但BADL变化对内在能力没有显著影响。内在能力与IADL之间存在双向关系,内在能力对IADL的影响(β = 0.206 - 0.236,p < 0.001)强于反向影响(β = 0.093 - 0.100,p < 0.001)。

结论

本研究采用CLPM和RI - CLPM来研究内在能力与功能能力之间的动态关系。这些结果为制定促进健康老龄化的干预措施提供了新方向。

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