A predictive model for the risk of cognitive impairment in community middle-aged and older adults

被引：16
|
作者：
Pu, Lining [1 ]
Pan, Degong [1 ]
Wang, Huihui [1 ]
He, Xiaoxue [1 ]
Zhang, Xue [1 ]
Yu, Zhenfan [1 ]
Hu, Naifan [1 ]
Du, Yurun [1 ]
He, Shulan [1 ]
Liu, Xiaojuan [1 ]
Li, Jiangping [1 ,2 ,3 ]
机构：
[1] Ningxia Med Univ, Sch Publ Hlth & Management, Dept Epidemiol & Hlth Stat, Yinchuan 750004, Peoples R China
[2] Ningxia Med Univ, Key Lab Environm Factors & Chron Dis Control, Yinchuan 750004, Ningxia Hui Aut, Peoples R China
[3] Ningxia Med Univ, Sch Publ Hlth & Management, Dept Epidemiol & Stat, Yinchuan 750004, Peoples R China
来源：
ASIAN JOURNAL OF PSYCHIATRY | 2023年 / 79卷
基金：
中国国家自然科学基金;
关键词：
Prediction model; Cognitive impairment; Middle-aged and older adults; Modifiable risk factors; ALZHEIMERS-DISEASE;
D O I：
10.1016/j.ajp.2022.103380
中图分类号：
R749 [精神病学];
学科分类号：
100205 ;
摘要：
Identifying individuals at high risk of cognitive impairment is essential for treatment and prevention strategies. We aimed to develop and validate a prediction model for evaluating the risk of cognitive impairment. Data were from the China Family Panel Studies (CFPS) and China Health and Retirement Longitudinal Study (CHARLS). A total of 14,265 subjects were selected for model development. The area under the curve(AUC) for the training, internal, and external validation sets were 0.775, 0.920, and 0.727, respectively. This model could be used to identify middle-aged and older adults aged 45 years and older at high risk of cognitive impairment.
引用
收藏
页数：4
相关论文
共 50 条
  • [31] The Relation of Sleep Characteristics and Cognitive Impairment in Community-Dwelling Middle-Aged and Older Adults: Ardakan Cohort Study on Aging (ACSA)
    Delbari, Ahmad
    Tabatabaei, Fatemeh Sadat
    Jannatdoust, Payam
    Azimi, Amirali
    Bidkhori, Mohammad
    Saatchi, Mohammad
    Foroughan, Mahshid
    Hooshmand, Elham
    DEMENTIA AND GERIATRIC COGNITIVE DISORDERS EXTRA, 2024, 14 (01) : 29 - 39
  • [32] PREDICTORS OF COGNITIVE CHANGE IN MIDDLE-AGED AND OLDER ADULTS WITH MEMORY LOSS
    SMALL, GW
    LARUE, A
    KOMO, S
    KAPLAN, A
    MANDELKERN, MA
    AMERICAN JOURNAL OF PSYCHIATRY, 1995, 152 (12): : 1757 - 1764
  • [33] Cardiovascular risk factors and cognitive decline in middle-aged adults
    Knopman, D
    Boland, LL
    Mosley, T
    Howard, G
    Liao, D
    Szklo, M
    McGovern, P
    Folsom, AR
    NEUROLOGY, 2001, 56 (01) : 42 - 48
  • [34] A COGNITIVE REAPPRAISAL INTERVENTION FOR SUICIDE PREVENTION IN MIDDLE-AGED AND OLDER ADULTS
    Klosses, D.
    GERONTOLOGIST, 2016, 56 : 647 - 647
  • [35] SOCIAL COGNITIVE PREDICTORS OF PHYSICAL ACTIVITY IN MIDDLE-AGED AND OLDER ADULTS
    Ayotte, B.
    Margrett, J.
    Patrick, J.
    GERONTOLOGIST, 2008, 48 : 273 - 273
  • [36] CARDIORESPIRATORY FITNESS AND COGNITIVE PERFORMANCE IN YOUNG, MIDDLE-AGED AND OLDER ADULTS
    Fortune, J. M.
    Kelly, A. M.
    Robertson, I. H.
    Hussey, J. M.
    GERONTOLOGIST, 2016, 56 : 388 - 389
  • [37] Longitudinal Changes in Auditory and Cognitive Function in Middle-Aged and Older Adults
    Humes, Larry E.
    JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH, 2021, 64 (01): : 230 - 249
  • [38] Physical activity preferences of middle-aged and older adults: A community analysis
    Wilcox, S
    King, AC
    Brassington, GS
    Ahn, DK
    JOURNAL OF AGING AND PHYSICAL ACTIVITY, 1999, 7 (04) : 386 - 399
  • [39] Prevalence and risk factors for self-reported visual impairment among middle-aged and older adults
    Horowitz, A
    Brennan, M
    Reinhardt, JP
    RESEARCH ON AGING, 2005, 27 (03) : 307 - 326
  • [40] Cognitive deficits and the course of major depression in a cohort of middle-aged and older community-dwelling adults
    Mojtabai, R
    Olfson, M
    JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2004, 52 (07) : 1060 - 1069
12345