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A Computerized Functional Skills Assessment and Training Program Targeting Technology Based Everyday Functional Skills
Published on: February 13, 2020
Cognitive test performance predicts change in functional status at the population level: the MYHAT Project
Mary Ganguli1, Joni Vander Bilt, Ching-Wen Lee
1Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA. gangulim@upmc.edu
Summary
Many older adults with mild cognitive impairment improve or stay stable, unlike those in clinical trials. Specific neuropsychological tests predict functional changes in everyday living over one year.
Area of Science:
- Gerontology
- Neuropsychology
- Cognitive Aging
Background:
- Many older adults in the community with minimal cognitive impairment remain stable or improve, contrasting with clinical research settings where progression to dementia is typical.
- Understanding factors predicting functional changes in older adults is crucial for public health and personalized interventions.
Purpose of the Study:
- To identify neuropsychological tests that predict improvement or worsening in everyday functioning over one year among community-dwelling older adults.
- To analyze the association between baseline cognitive test performance and changes in functional status measured by the Clinical Dementia Rating (CDR).
Main Methods:
- A prospective, population-based study involving 1682 adults aged 65+ without dementia at baseline.
- Clinical Dementia Rating (CDR) change over one year was modeled as a function of baseline neuropsychological test scores, adjusting for demographics.
- Stepwise multiple logistic regression and multiple regression analyses were used to identify predictors of CDR improvement and worsening.
Main Results:
- Among participants with baseline CDR of 0.5, 29.8% improved to CDR 0, showing significantly better baseline scores in Category Fluency, a modified Token Test, and Object Memory Evaluation.
- Among participants with baseline CDR of 0, 7.1% worsened to CDR 0.5, exhibiting significantly lower baseline scores in most tests.
- Predictors of CDR worsening included the Mini-Mental State Examination, delayed visual reproduction, and recall susceptible to proactive interference.
Conclusions:
- Neuropsychological tests can predict the direction of change in everyday functioning in community-dwelling older adults.
- Cognitive assessment at the population level reveals variability in functional status, with distinct cognitive measures associated with improvement versus decline.

