Back to Search
Start Over
Association Between the Digital Clock Drawing Test and Neuropsychological Test Performance: Large Community-Based Prospective Cohort (Framingham Heart Study)
- Source :
- Journal of Medical Internet Research, Vol 23, Iss 6, p e27407 (2021), Journal of Medical Internet Research
- Publication Year :
- 2021
- Publisher :
- JMIR Publications, 2021.
-
Abstract
- Background The Clock Drawing Test (CDT) has been widely used in clinic for cognitive assessment. Recently, a digital Clock Drawing Text (dCDT) that is able to capture the entire sequence of clock drawing behaviors was introduced. While a variety of domain-specific features can be derived from the dCDT, it has not yet been evaluated in a large community-based population whether the features derived from the dCDT correlate with cognitive function. Objective We aimed to investigate the association between dCDT features and cognitive performance across multiple domains. Methods Participants from the Framingham Heart Study, a large community-based cohort with longitudinal cognitive surveillance, who did not have dementia were included. Participants were administered both the dCDT and a standard protocol of neuropsychological tests that measured a wide range of cognitive functions. A total of 105 features were derived from the dCDT, and their associations with 18 neuropsychological tests were assessed with linear regression models adjusted for age and sex. Associations between a composite score from dCDT features were also assessed for associations with each neuropsychological test and cognitive status (clinically diagnosed mild cognitive impairment compared to normal cognition). Results The study included 2062 participants (age: mean 62, SD 13 years, 51.6% women), among whom 36 were diagnosed with mild cognitive impairment. Each neuropsychological test was associated with an average of 50 dCDT features. The composite scores derived from dCDT features were significantly associated with both neuropsychological tests and mild cognitive impairment. Conclusions The dCDT can potentially be used as a tool for cognitive assessment in large community-based populations.
- Subjects :
- Male
cognition
digital assessment
Population
Computer applications to medicine. Medical informatics
R858-859.7
Health Informatics
02 engineering and technology
Neuropsychological Tests
clock drawing test
03 medical and health sciences
mild cognitive impairment
0302 clinical medicine
Framingham Heart Study
0202 electrical engineering, electronic engineering, information engineering
Humans
Medicine
Dementia
Cognitive Dysfunction
Longitudinal Studies
Prospective Studies
Effects of sleep deprivation on cognitive performance
education
Original Paper
education.field_of_study
medicine.diagnostic_test
business.industry
neurology
association
Neuropsychology
Cognition
Neuropsychological test
Middle Aged
medicine.disease
technology
Cohort
neuropsychological test
Female
020201 artificial intelligence & image processing
Public aspects of medicine
RA1-1270
business
030217 neurology & neurosurgery
Clinical psychology
Subjects
Details
- Language :
- English
- ISSN :
- 14388871
- Volume :
- 23
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Journal of Medical Internet Research
- Accession number :
- edsair.doi.dedup.....0a008fd036635dff514605ef52596cc1