Abstract
Introduction: Cognitive composite scores offer a means of precisely measuring executive functioning (EF). Methods: We developed the Uniform Data Set v3.0 EF composite score (UDS3-EF) in 3507 controls from the National Alzheimer's Coordinating Center dataset using item-response theory and applied nonlinear and linear demographic adjustments. The UDS3-EF was validated with other neuropsychological tests and brain magnetic resonance imaging from independent research cohorts using linear models. Results: Final model fit was good-to-excellent: comparative fit index = 0.99; root mean squared error of approximation = 0.057. UDS3-EF scores differed across validation cohorts (controls > mild cognitive impairment > Alzheimer's disease-dementia ≈ behavioral variant frontotemporal dementia; P < 0.001). The UDS3-EF correlated most strongly with other EF tests (βs = 0.50 to 0.85, Ps < 0.001) and more with frontal, parietal, and temporal lobe gray matter volumes (βs = 0.18 to 0.33, Ps ≤ 0.004) than occipital gray matter (β = 0.12, P = 0.04). The total sample needed to detect a 40% reduction in UDS3-EF change (n = 286) was ≈40% of the next best measure (F-words; n = 714). Conclusions: The UDS3-EF is well suited to quantify EF in research and clinical trials and offers psychometric and practical advantages over its component tests.
Original language | English |
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Pages (from-to) | 574-583 |
Number of pages | 10 |
Journal | Alzheimer's and Dementia |
Volume | 17 |
Issue number | 4 |
DOIs | |
State | Published - Apr 2021 |
Externally published | Yes |
Keywords
- Alzheimer's disease
- National Alzheimer's Coordinating Center
- cognition
- composite score
- executive function
- item response theory
- mild cognitive impairment
- uniform data set