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Background Digital neuropsychological tests reliably capture real-time, process-based behavior that traditional paper/pencil tests cannot detect, enabling earlier detection of neurodegenerative illness. We assessed relations between informant-based subtle and mild functional decline and process-based features extracted from the digital Trail Making Test-Part B (dTMT-B). Methods A total of 321 community-dwelling participants (56.0% female) were assessed with the Functional Activities Questionnaire (FAQ) and the dTMT-B. Three FAQ groups were constructed: FAQ = 0 (unimpaired); FAQ = 1–4 (subtle impairment); FAQ = 5–8 (mild impairment). Results Compared to the FAQ-unimpaired group, other groups required longer pauses inside target circles ( p 0.050) and produced more total pen strokes to complete the test ( p 0.016). FAQ-subtle participants required more time to complete the entire test ( p 0.002) and drew individual lines connecting successive target circles slower ( p 0.001) than FAQ-unimpaired participants. Lines connecting successive circle targets were less straight among FAQ-mild, compared to FAQ-unimpaired participants ( p 0.044). Using stepwise nominal regression (reference group = FAQ-unimpaired), pauses inside target circles classified other participants into their respective groups ( p 0.015, respectively). Factor analysis using six dTMT-B variables (oblique rotation) yielded a two-factor solution related to impaired motor/cognitive operations (48.96% variance explained) and faster more efficient motor/cognitive operations (28.88% variance explained). Conclusion Digital assessment technology elegantly quantifies occult, nuanced behavior not previously appreciated, operationally defines critical underlying neurocognitive constructs related to functional abilities, and yields selected process-based scores that outperform traditional paper/pencil test scores for participant classification. When brought to scale, the dTMT-B test could be a sensitive tool to detect subtle-to-mild functional deficits in emergent neurodegenerative illnesses.
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David J. Libon
Stratford University
Rod Swenson
University of North Dakota
Sean Tobyne
Frontiers in Neurology
Rush University Medical Center
University of North Dakota
University of Florida Health
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Libon et al. (Wed,) studied this question.
synapsesocial.com/papers/68e708c9b6db6435876824ed — DOI: https://doi.org/10.3389/fneur.2024.1354647