Changes in cognitive function among older adults: A latent profile transition analysis

被引:13
作者
Huang, Feifei [1 ]
Zhang, Minqiang [1 ,2 ]
Wang, Shaojie [1 ]
机构
[1] South China Normal Univ, Sch Psychol, Guangzhou, Guangdong, Peoples R China
[2] South China Normal Univ, Guangdong Key Lab Mental Hlth & Cognit Sci, Guangzhou, Guangdong, Peoples R China
关键词
Cognitive function; Older Americans; Latent profile transition analysis; LIFE-SPAN; INDIVIDUAL-DIFFERENCES; TELEPHONE INTERVIEW; MODEL-SELECTION; AGE; IMPAIRMENT; DECLINE; HEALTH; MEMORY; PERFORMANCE;
D O I
10.1016/j.archger.2018.09.006
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Cognitive decline in late life is a crucial health problem. It is important to understand the consistency and change of older adults' cognitive function in late life. Data for older adults (78 years and above) from the Health and Retirement Study (N = 1680) were used to explore meaningful subtypes of cognitive function and transitions patterns between those profiles across times. Age, gender, levels of education and nursing home were incorporated as covariates to explore the association between these variables and cognitive function transition pattern. Three cognitive function subgroups (Normal Cognitive Function, Fluid Intelligence Impairment and Cognitive Impairment) were identified. Individuals in Normal Cognitive Function status had a high probability to convert to the Fluid Intelligence Impairment status whereas the Cognitive Impairment status appeared a predominant tendency for stability. Increasing age played a significant role in fluid intelligence impairment and cognitive impairment process. Female and individuals with nursing home might be at higher risk of subsequent fluid intelligence impairment, while higher education did not protect against fluid intelligence impairment. These findings highlighted the usefulness to adopt a person-centered approach rather than a variable-centered approach, suggesting directions for future research and tailored interventions approaches to older adults with particular characteristics.
引用
收藏
页码:12 / 19
页数:8
相关论文
共 75 条
  • [1] FACTOR-ANALYSIS AND AIC
    AKAIKE, H
    [J]. PSYCHOMETRIKA, 1987, 52 (03) : 317 - 332
  • [2] Albert M., 1994, CLIN NEUROLOGY AGING, P315
  • [3] Education and cognitive decline in older Americans - Results from the AHEAD sample
    Alley, Dawn
    Suthers, Kristen
    Crimmins, Eileen
    [J]. RESEARCH ON AGING, 2007, 29 (01) : 73 - 94
  • [4] Amano T., 2017, RES AGING, V1, P573
  • [5] [Anonymous], 2005, DR006 HRS U MICH SUR
  • [6] [Anonymous], 2009, LATENT CLASS LATENT
  • [7] Age-related cognitive decline during normal aging:: The complex effect of education
    Ardila, A
    Ostrosky-Solis, F
    Rosselli, M
    Gómez, C
    [J]. ARCHIVES OF CLINICAL NEUROPSYCHOLOGY, 2000, 15 (06) : 495 - 513
  • [8] Video games as a means to reduce age-related cognitive decline: attitudes, compliance, and effectiveness
    Boot, Walter R.
    Champion, Michael
    Blakely, Daniel P.
    Wright, Timothy
    Souders, Dustin J.
    Charness, Neil
    [J]. FRONTIERS IN PSYCHOLOGY, 2013, 4
  • [10] Brandt J., 1988, NEUROPSY NEUROPSY BE, V1, P111, DOI DOI 10.1001/ARCHNEUR.1993.00540060039014