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Evidence of Validity for a Newly Developed Digital Cognitive Test Battery
- Source :
- Frontiers in Psychology, Frontiers in Psychology, 11. Frontiers Media S.A., Frontiers in Psychology, Vol 11 (2020)
- Publication Year :
- 2020
-
Abstract
- Clinical practice still relies heavily on traditional paper-and-pencil testing to assess a patient’s cognitive functions. Digital technology has the potential to be an efficient and powerful alternative, but for many of the existing digital tests and test batteries the psychometric properties have not been properly established. We validated a newly developed digital test battery consisting of digitized versions of conventional neuropsychological tests. Two confirmatory factor analysis models were specified: a model based on traditional neuropsychological theory and expert consensus and one based on the Cattell-Horn-Carroll (CHC) taxonomy. For both models, the outcome measures of the digital tests loaded on the cognitive domains in the same way as established in the neuropsychological literature. Interestingly, no clear distinction could be made between the CHC model and traditional neuropsychological model in terms of model fit. Taken together, these findings provide preliminary evidence for the structural validity of the digital cognitive test battery.
- Subjects :
- Battery (electricity)
confirmatory factor analysis
lcsh:BF1-990
Structural validity
structural validity
Machine learning
computer.software_genre
050105 experimental psychology
03 medical and health sciences
0302 clinical medicine
Psychology
0501 psychology and cognitive sciences
General Psychology
Original Research
business.industry
05 social sciences
Neuropsychology
Outcome measures
Cognition
digital cognitive test battery
Confirmatory factor analysis
Test (assessment)
Cognitive test
lcsh:Psychology
Cattell-Horn-Carroll model
Artificial intelligence
business
computer
digital testing
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- ISSN :
- 16641078
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Frontiers in Psychology
- Accession number :
- edsair.doi.dedup.....d6213c9d67b10c8cc0e0aa8a520926b6