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Updated: Oct 22, 2025

Basics of Multivariate Analysis in Neuroimaging Data
Published on: July 24, 2010
Intraindividual variability measured with dispersion across diagnostic groups in a memory clinic sample
Karl S Grewal1, Megan E O'Connell1, Andrew Kirk2
1Department of Psychology, University of Saskatchewan, Saskatoon, Canada.
Intraindividual variability (IIV) may aid dementia diagnosis. Reduced dispersion in delayed memory was observed in Alzheimer's disease (AD) and mild cognitive impairment (MCI) patients compared to those with subjective cognitive impairment (SCI).
Area of Science:
- Neuroscience
- Cognitive Psychology
- Geriatrics
Background:
- Increased intraindividual variability (IIV) is associated with cognitive decline and dementia.
- IIV may offer diagnostic insights beyond traditional neuropsychological assessments.
- Dispersion, a subtype of IIV, warrants investigation for its diagnostic utility in dementia.
Purpose of the Study:
- To determine if cognitive dispersion provides additional diagnostic information for dementia.
- To compare dispersion patterns across different cognitive status groups: subjective cognitive impairment (SCI), amnestic mild cognitive impairment (a-MCI), and Alzheimer's disease (AD).
Main Methods:
- Calculated dispersion as intraindividual standard deviations across neuropsychological measures in executive functioning, immediate memory, and delayed memory.
- Analyzed dispersion using profile analysis in memory clinic patients stratified into SCI (n=85), a-MCI (n=16), and AD (n=48) groups.
Main Results:
- Patients with AD and a-MCI exhibited significantly less dispersion in delayed memory compared to patients with SCI.
- Findings align with theories on cognitive variability and age-related decline.
- Potential floor effects may suppress dispersion in amnestic presentations, particularly in delayed memory.
Conclusions:
- Cognitive dispersion shows potential as a diagnostic marker, especially differentiating SCI from amnestic impairments.
- Further research is needed to explore IIV in SCI versus control groups and its role in immediate memory and executive functioning.
- The clinical significance of IIV in distinguishing between impairment and no impairment requires further investigation.
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