Characteristics of the cognitive function transition and influencing factors among Chinese older people: An 8-year longitudinal study

认知 纵向研究 情感(语言学) 心理学 萧条(经济学) 认知功能衰退 多项式logistic回归 逻辑回归 中国人 睡眠剥夺对认知功能的影响 老年学 潜在类模型 临床心理学 医学 精神科 痴呆 中国 疾病 内科学 宏观经济学 法学 经济 病理 机器学习 统计 沟通 计算机科学 数学 政治学
作者
Yurun Du,Naifan Hu,Zhenfan Yu,Xiaojuan Liu,Yuzhuo Ma,Jiangping Li
出处
期刊:Journal of Affective Disorders [Elsevier]
卷期号:324: 433-439 被引量:6
标识
DOI:10.1016/j.jad.2022.12.116
摘要

Cognitive impairment among older people is an important public health problem in developing countries. Therefore, it is necessary to identify the subtypes of cognitive function among older people in China, and explore the transformation patterns and influencing factors. Longitudinal data from the China Health and Retirement Longitudinal Study (CHARLS) were used, and included 2140 women and 2049 men aged over 60 years. Latent profile and latent transition analysis (LPA<A) were used to identify subgroups and transitions between the profiles over time. Influencing factors were identified by multinomial logistic regression analysis. According to the LPA model, three subgroups of cognitive function were identified: Cognitive Impairment, Mild Cognitive Impairment (MCI) and Normal Cognitive Function. Concurrently, >50 % of participants were likely to progress to MCI after seven years, whereas participants with cognitive impairment had a probability of 54.2 % of transitioning to a better cognitive profile. Older adults are less likely to experience cognitive improvement, higher levels of education affect changes in cognition, and having depression are at a lower risk of cognitive decline. Due to the incompleteness of the cognitive assessment and the large time span, there was a certain bias in the classification and analysis of latent cognitive profiles. This study identified three latent profiles among Chinese older people and showed the stability and heterogeneity. It demonstrated the effects of higher age or levels of education, and depression on changes in cognitive function in older people.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
晚心发布了新的文献求助10
刚刚
桐桐应助小高同学采纳,获得10
1秒前
123完成签到,获得积分10
2秒前
2秒前
善学以致用应助haha采纳,获得10
2秒前
简单发布了新的文献求助10
2秒前
有终完成签到 ,获得积分10
3秒前
SUnnnnn发布了新的文献求助10
4秒前
酷波er应助兰周采纳,获得10
4秒前
shanjianjie完成签到,获得积分10
5秒前
6秒前
6秒前
6秒前
liuhui发布了新的文献求助10
7秒前
7秒前
8秒前
lkasjdfl完成签到,获得积分10
9秒前
10秒前
11秒前
7473发布了新的文献求助10
11秒前
11秒前
12秒前
13秒前
调研昵称发布了新的文献求助10
13秒前
14秒前
我是老大应助ubiqutin采纳,获得10
14秒前
lkasjdfl发布了新的文献求助10
14秒前
Evnnnn完成签到,获得积分10
15秒前
15秒前
16秒前
无心的归尘完成签到,获得积分10
16秒前
儒雅梦寒完成签到,获得积分10
16秒前
隐形曼青应助LUZIYI采纳,获得10
16秒前
16秒前
16秒前
Mayer1234088完成签到,获得积分20
16秒前
16秒前
正直的妍发布了新的文献求助10
17秒前
17秒前
FashionBoy应助CornellRong采纳,获得10
19秒前
高分求助中
Sustainability in Tides Chemistry 2800
The Young builders of New china : the visit of the delegation of the WFDY to the Chinese People's Republic 1000
юрские динозавры восточного забайкалья 800
Foreign Policy of the French Second Empire: A Bibliography 500
Chen Hansheng: China’s Last Romantic Revolutionary 500
XAFS for Everyone 500
Classics in Total Synthesis IV 400
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3144780
求助须知:如何正确求助?哪些是违规求助? 2796171
关于积分的说明 7818496
捐赠科研通 2452363
什么是DOI,文献DOI怎么找? 1304950
科研通“疑难数据库(出版商)”最低求助积分说明 627377
版权声明 601449