ArticleJournal of Parkinson's disease2021
Parkinson's Disease Cognitive Phenotypes Show Unique Clock Drawing Features when Measured with Digital Technology.
Article in Journal of Parkinson's disease, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 13 citations in OpenAlex.
- Psychometric modeling of Boston process approach data for dementia prediction in the Framingham Heart Study.Journal of the International Neuropsychological Society : JINS · 2026Article
- Precision neurocognition: An emerging diagnostic paradigm leveraging digital cognitive assessment technology.Journal of Alzheimer's disease : JAD · 2025Review
- Differential cognitive functioning in the digital clock drawing test in AD-MCI and PD-MCI populations.Frontiers in neuroscience · 2025Article
- Article
- Contributions of Cardiovascular Burden, Peripheral Inflammation, and Brain Integrity on Digital Clock Drawing Performance in Non-Demented Older Adults.Journal of Alzheimer's disease : JAD · 2023Article
- The functional connectivity and neuropsychology underlying mental planning operations: data from the digital clock drawing test.Frontiers in aging neuroscience · 2022Article
- The New Frontier of Perioperative Cognitive Medicine for Alzheimer's Disease and Related Dementias.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2022Review
- Classifying Non-Dementia and Alzheimer's Disease/Vascular Dementia Patients Using Kinematic, Time-Based, and Visuospatial Parameters: The Digital Clock Drawing Test.Journal of Alzheimer's disease : JAD · 2021Article
- Overview of the Complex Figure Test and Its Clinical Application in Neuropsychiatric Disorders, Including Copying and Recall.Frontiers in neurology · 2021Review
- Initial specialist validation of clinical decision support recommendations from a machine learning-enabled digital cognitive assessment.Frontiers in neurologyArticle
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundA companion paper (Crowley et al., 2020) reports on the neuroimaging and neuropsychological profiles of statistically determined idiopathic non-dementia Parkinson's disease (PD).
objectiveThe current investigation sought to further examine subtle behavioral clock drawing differences within the same PD cohort by comparing 1) PD to non-PD peers on digitally acquired clock drawing latency and graphomotor metrics, and 2) PD memory, executive, and cognitively well phenotypes on the same variables.
methods230 matched participants (115 PD, 115 non-PD) completed neuropsychological tests and dCDT. Statistically-derived PD cognitive phenotypes characterized PD participants as PD low executive (PDExe; n = 25), PD low memory (PDMem; n = 34), PD cognitively well (PDWell; n = 56). Using a Bayesian framework and based on apriori hypotheses, we compared groups on: total completion time (TCT), pre-first hand latency (PFHL), post-clock face latency (PCFL), total clock face area (TCFA), and total number of pen strokes.
resultsFewer strokes and slower performance to command were associated with higher odds of PD diagnosis, while a larger clock face in the copy condition was associated with lower odds of PD diagnosis. Within PD cognitive phenotypes, slower performance (TCT, PCFL) and smaller clock face to command were associated with higher odds of being PDExe than PDWell, whereas larger clock faces associated with higher odds of being PDMem than PDWell. Longer disease duration, more pen strokes (command) and smaller clocks (command) associated with higher odds of being PDExe than PDWell.
conclusionDigitally-acquired clock drawing profiles differ between PD and non-PD peers, and distinguish PD cognitive phenotypes.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.