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Updated: Sep 11, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Screening for a "trifecta" of executive function patterns in a large cohort of individuals with Parkinson's disease
Rachel N Schade1, Katie Rodriguez1, Lauren E Kenney1
1Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA.
Objective:
This study examined three neurocognitive patterns or "clinical pearls" historically viewed as evidence for executive dysfunction in Parkinson disease (PD): 1) letter < category fluency; 2) word list < story delayed recall; 3) word list delayed recall < recognition. The association between intraindividual magnitudes of each neuropsychological pattern and individual performance on traditional executive function tests was examined.
Methods:
A clinical sample of 772 individuals with PD underwent neuropsychological testing including tests of verbal fluency, word list/story recall, recognition memory, and executive function. Raw scores were demographically normed (Heaton) and converted to z-scores for group-level analyses.
Results:
Letter fluency performance was worse than category fluency (d = -0.12), with 28% of participants showing a discrepancy of ≥ -1.0 SD. Delayed recall of a list was markedly poorer than story recall (d = -0.86), with 52% of the sample exhibiting ≥ -1.0 SD deficits. Lastly, delayed free recall was worse than recognition memory (d = -0.25), with 24% showing a discrepancy of ≥ -1.0 SD. These patterns did not consistently correlate with executive function scores. The word list < story recall pattern was more common in earlier than later PD stages and durations.
Conclusion:
Among the three pearls, the most pronounced was stronger memory performance on story recall than word lists, observed in more than half the sample. Only ¼ the participants exhibited all three neurocognitive patterns simultaneously. The variability in patterns across individuals highlights the heterogeneity of cognitive impairment in PD and suggests that intra-individual comparisons may offer a more nuanced insight into cognitive functioning.
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