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

被引:7
作者
Du, Yurun [1 ]
Hu, Naifan [1 ]
Yu, Zhenfan [1 ]
Liu, Xiaojuan [1 ]
Ma, Yuzhuo [2 ]
Li, Jiangping [1 ,3 ]
机构
[1] Ningxia Med Univ, Sch Publ Hlth & Management, Dept Epidemiol & Hlth Stat, Yinchuan 750004, Ningxia Hui Aut, Peoples R China
[2] Xi An Jiao Tong Univ, Honghui Hosp, Xian, Shaanxi, Peoples R China
[3] Ningxia Med Univ, Key Lab Environm Factors & Chron Dis Control, Yinchuan 750004, Ningxia Hui Aut, Peoples R China
关键词
Older adults; Cognitive function; Latent transition analysis; Influencing factors; IMPAIRMENT; AGE; ADULTS; PERFORMANCE; PREVALENCE; DEMENTIA; RISK; ASSOCIATION; VARIABILITY; POPULATION;
D O I
10.1016/j.jad.2022.12.116
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: 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.Methods: 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 iden-tified by multinomial logistic regression analysis.Results: 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. Limitations: 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.Conclusion: 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.
引用
收藏
页码:433 / 439
页数:7
相关论文
共 60 条
[1]   FACTOR-ANALYSIS AND AIC [J].
AKAIKE, H .
PSYCHOMETRIKA, 1987, 52 (03) :317-332
[2]   The Association Between Cognitive Impairment and Patterns of Activity Engagement Among Older Adults [J].
Amano, Takashi ;
Park, Sojung ;
Morrow-Howell, Nancy .
RESEARCH ON AGING, 2018, 40 (07) :645-667
[3]   SCREENING FOR DEPRESSION IN WELL OLDER ADULTS - EVALUATION OF A SHORT-FORM OF THE CES-D [J].
ANDRESEN, EM ;
MALMGREN, JA ;
CARTER, WB ;
PATRICK, DL .
AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 1994, 10 (02) :77-84
[4]   Age-related cognitive decline during normal aging:: The complex effect of education [J].
Ardila, A ;
Ostrosky-Solis, F ;
Rosselli, M ;
Gómez, C .
ARCHIVES OF CLINICAL NEUROPSYCHOLOGY, 2000, 15 (06) :495-513
[5]   Video games as a means to reduce age-related cognitive decline: attitudes, compliance, and effectiveness [J].
Boot, Walter R. ;
Champion, Michael ;
Blakely, Daniel P. ;
Wright, Timothy ;
Souders, Dustin J. ;
Charness, Neil .
FRONTIERS IN PSYCHOLOGY, 2013, 4
[6]  
Brooke P, 1999, INT J GERIATR PSYCH, V14, P936, DOI 10.1002/(SICI)1099-1166(199911)14:11<936::AID-GPS39>3.3.CO
[7]  
2-T
[8]   A Comparison of Latent Class, K-Means, and K-Median Methods for Clustering Dichotomous Data [J].
Brusco, Michael J. ;
Shireman, Emilie ;
Steinley, Douglas .
PSYCHOLOGICAL METHODS, 2017, 22 (03) :563-580
[9]   Education, wealth, and cognitive function in later life [J].
Cagney, KA ;
Lauderdale, DS .
JOURNALS OF GERONTOLOGY SERIES B-PSYCHOLOGICAL SCIENCES AND SOCIAL SCIENCES, 2002, 57 (02) :P163-P172
[10]   Age is no kinder to the better educated: absence of an association investigated using latent growth techniques in a community sample [J].
Christensen, H ;
Hofer, SM ;
MacKinnon, AJ ;
Korten, AE ;
Jorm, AF ;
Henderson, AS .
PSYCHOLOGICAL MEDICINE, 2001, 31 (01) :15-28