多项式logistic回归
医学
老年学
公共卫生
逻辑回归
中国
人口学
环境卫生
横断面研究
卫生服务研究
干预(咨询)
功能损害
社会经济地位
维数(图论)
健康信息学
心理干预
纵向研究
回归分析
社会支持
日常生活活动
生活质量(医疗保健)
全国健康访谈调查
流行病学
有序逻辑
风险因素
心理学
老年病科
测量数据收集
结构方程建模
逐步回归
作者
F. Lu,Wenbin Zou,Yi Li,Wei Wei,Xiangxu Wei,Guanyang Zou
标识
DOI:10.1186/s13690-025-01782-2
摘要
BACKGROUND: Extensive evidence indicates intrinsic capacity (IC) as a strong predictor for health outcomes. Identifying conditions associated with IC impairment provides an opportunity to intervene to slow down, stop or reverse the declines. However, current evidence on factors affecting IC remains limited and inconsistent. This study aimed to identify factors associated with IC and the degree of IC impairment in older adults, thereby assisting in the development of comprehensive intervention strategies to mitigate the IC impairment. METHODS: We analyzed data of 10,654 participants sourced from the fifth wave of the Chinese Longitudinal Healthy Longevity Survey (2020). Chi-square tests, and multinomial logistic regression analysis were employed to analyze the possible variables associated with IC impairment based on Andersen Model. RESULTS: 10,617 participants were included into this study, and 86.9% of them have impairment in at least one dimension of IC. We identified 18 factors based on Andersen Model and 14 of them were associated with IC impairment. In the predisposing characteristics dimension of Andersen Model, older adults particularly those aged ≥ 80 years exhibited higher risk of IC impairment than those aged 60–69 years. Individuals living in urban areas, educated, drinking less than once a month, using the internet, and having social participation were less likely to experience IC impairment. In the enabling resources dimension of Andersen Model, individuals with access to pension, medical insurance, work, and spousal emotional support exhibited lower risk of IC impairment. In the need factors dimension of Andersen Model, individuals who self-rated their health as poor, and those with pain and multimorbidity exhibited higher risk of IC impairment. Individuals sleeping 5–7 h per night demonstrated a lower risk of IC impairment relative to more than 7 h. CONCLUSION: More than half of the older adults exhibited varying degrees of IC impairment in China. Governments and community health systems should implement programs promoting rural urbanization, digital literacy, social participation, and equitable allocation of medical insurance and pension resources to mitigate IC impairment in older adults.
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