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Updated: Mar 12, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Characterizing motor-cognitive associations in Parkinson's disease using digital assessments
Avigail Lithwick Algon1,2, William Saban1,2,3
1Center for Accessible Neuropsychology, Tel Aviv, Israel.
Remote cognitive tests effectively assess Parkinson's disease (PD) severity, mirroring in-person findings. These accessible tools offer scalable solutions for tracking motor and cognitive decline in PD patients.
Area of Science:
- Neurology and Cognitive Science
- Biomedical Data Science
- Gerontology and Aging Research
Background:
- Traditional Parkinson's disease (PD) assessments face accessibility and scalability issues.
- Remote cognitive testing presents a solution for improved accessibility and reduced participant burden.
- The utility of remote cognitive measures for assessing PD severity remains under-explored.
Purpose of the Study:
- To determine if remote cognitive assessments can serve as informative indicators of PD severity.
- To compare motor-cognitive associations from remote assessments with traditional in-person findings.
- To establish a benchmark for the interpretability and adoption of remote cognitive measures in PD.
Main Methods:
- Analyzed a large in-person dataset (PPMI, n=1,417) correlating cognitive (MoCA) and motor (MDS-UPDRS III, H&Y) scores.
- Administered remote assessments (videoconference MoCA-VC, online MDS-UPDRS III, H&Y) to 152 individuals with PD across diverse locations.
- Utilized multivariable regression to examine the relationship between disease stage (H&Y) and cognitive scores (MoCA, MoCA-VC).
Main Results:
- Small, negative correlations were found between MoCA and motor scores in both in-person (ρ=-0.17 to -0.12) and remote (ρ=-0.32 to -0.16) settings.
- Each one-stage increase in H&Y was associated with a 0.65-point MoCA decrease (in-person) and a 1.16-point MoCA-VC decrease (remote).
- Remote assessments demonstrated motor-cognitive associations comparable to in-person evaluations.
Conclusions:
- Remote, home-based cognitive assessments effectively capture motor-cognitive relationships in Parkinson's disease.
- These findings support the use of remote cognitive measures as accessible and scalable indicators of PD severity.
- Remote testing holds significant potential for broader adoption in PD research and clinical practice.
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