Development of a risk score for the prediction of incident dementia in older adults using a frailty index and health checkup data: The JAGES longitudinal study

Prev Med. 2018 Jul:112:88-96. doi: 10.1016/j.ypmed.2018.04.004. Epub 2018 Apr 4.

Abstract

In Japan, the prevalence of dementia is expected to reach 4.7 million by 2025. This study aimed to develop a risk score for the prediction of incident dementia in community-dwelling older adults. In this longitudinal observational study, we used data from the Japan Gerontological Evaluation Study (JAGES) conducted in K City. We performed Cox regression analyses to develop three risk score models for the prediction of incident dementia in older adults using a frailty index and health checkup data. Analyses of the area under the receiver operating characteristic curve were conducted to compare the models' predictive abilities. We identified 6656 (9.2%) individuals who developed incident dementia during the observation period. The C-statistics of the risk scores ranged from 0.733 to 0.790. The risk score models were able to predict incident dementia in older adults and may help non-medical professionals detect dementia risk at an early stage.

Keywords: Checklist; Dementia; Frailty; Geriatric assessment; Long-term care; Primary prevention; Risk.

Publication types

  • Observational Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Aged, 80 and over
  • Checklist*
  • Dementia / diagnosis*
  • Dementia / epidemiology
  • Female
  • Frail Elderly*
  • Geriatric Assessment*
  • Humans
  • Independent Living
  • Japan / epidemiology
  • Longitudinal Studies
  • Male
  • Mass Screening / methods*
  • Prevalence
  • Retrospective Studies
  • Risk Factors