Related Experiment Video
Updated: Jun 11, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Utility of the NeuroTrax computerized battery for cognitive screening in Parkinson's disease: comparison with the
B Hanna-Pladdy1, A Enslein, M Fray
1Landon Center on Aging, University of Kansas Medical Center, Kansas City, KS 66160, USA. bhpladdy@kumc.edu
Abstract:
To determine the utility of a computerized assessment in Parkinson's disease (PD), we compared the cognitive performance of 50 PD patients on the NeuroTrax computerized battery relative to the mini-mental state examination (MMSE) and the Montreal Cognitive Assessment (MoCA). The results revealed fair agreement between impairment on the NeuroTrax and the MMSE (kappa=.291, p=.031) but only slight agreement between the NeuroTrax and the MoCA (kappa=.138, p = .054) and between the MoCA and the MMSE (kappa = .168, p = .069). The NeuroTrax identified 52% of the sample as average or above, 40% as below average, and 8% as impaired. The MoCA identified 54% of the sample as impaired (28% average or above and 18% below average), while the MMSE identified 66% as average or above (20% below average and 14% impaired). Several stepwise regressions revealed that executive and verbal functions were the best predictors of cognitive functioning on the NeuroTrax, while memory recall, serial sevens, naming, and abstraction were the best predictors on the MoCA. These results suggest that although the NeuroTrax may be useful in identifying executive cognitive deficits in PD, similar to the MMSE the NeuroTrax may lack optimal sensitivity. While the MoCA is sensitive, it may be too stringent in overclassifying PD patients as impaired.

