Related Experiment Video
Updated: Jun 21, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Examining the Stability and Predictive Utility of Across- and Within-Domain Intra-Individual Variability in Mild
Libby A DesRuisseaux1, Jasmin E Guevara1, Kevin Duff2,3
1Department of Psychology, University of Utah, Salt Lake City, UT 84112, USA.
Across-domain dispersion, a measure of cognitive variability, predicts subtle cognitive decline in individuals with mild cognitive impairment (MCI). This variability is stable over time but does not predict conversion to dementia.
Area of Science:
- Neuropsychology
- Cognitive Neuroscience
- Neurology
Background:
- Intra-individual variability in neuropsychological tests, known as dispersion, can predict cognitive decline.
- Limited research exists on the stability and predictive value of both across- and within-domain dispersion.
Purpose of the Study:
- To investigate the stability and predictive utility of across- and within-domain dispersion in a longitudinal sample of individuals with mild cognitive impairment (MCI).
- To examine dispersion indices in predicting cognitive decline within the MCI population.
Main Methods:
- Longitudinal study of 238 MCI patients assessed at baseline and after 1.5 years.
- Linear regression analyzed baseline dispersion predicting cognitive decline (dichotomous and continuous measures).
- Cognitive decline operationalized by diagnostic conversion to dementia and standardized regression-based (SRB) z-scores.
Main Results:
- Dispersion measures were generally stable and correlated over time.
- No dispersion variables predicted conversion to dementia.
- Greater across-domain dispersion predicted greater overall cognitive decline (SRB z-scores), unlike most within-domain measures.
Conclusions:
- Across- and within-domain dispersion are relatively stable in MCI patients.
- Across-domain dispersion predicts subtle cognitive decline, but not dementia conversion.
- The choice of neuropsychological tests influences dispersion findings.
More Related Videos
06:23The 4 Mountains Test: A Short Test of Spatial Memory with High Sensitivity for the Diagnosis of Pre-dementia Alzheimer's Disease
Published on: October 13, 2016
10:02Assessment of Spontaneous Alternation, Novel Object Recognition and Limb Clasping in Transgenic Mouse Models of Amyloid-β and Tau Neuropathology
Published on: May 28, 2017
Related Concept Videos
Cognitive Development During Adulthood
Variability: Analysis
The range is a simple measure of variability, indicating the difference between the highest and...
Reliability and Validity