Validity of Web-based, Self-directed, NeuroCognitive Performance Test in MCI
P. Murali Doraiswamy, Terry E. Goldberg, Min Qian, Alexandra R., Linares, Adaora Nwosu, Izael Nino, Jessica D'Antonio, Julia Phillips, Charlie, Ndouli, Caroline Hellegers, Andrew M. Michael, Jeffrey R. Petrella, Howards, Andrews, Joel Sneed, Davangere P. Devanand

TL;DR
This study evaluates the validity of a web-based, self-directed neurocognitive test (NCPT) in mild cognitive impairment, finding it correlates well with established assessments and predicts daily functioning, supporting its clinical utility.
Contribution
It provides evidence that the NCPT has high concurrent validity with traditional tests in MCI, demonstrating its potential as a convenient clinical and research tool.
Findings
NCPT correlates strongly with established cognitive tests (r=0.78)
NCPT predicts daily functioning measures (p<0.01)
Similar factor structure to traditional paper-pencil tests
Abstract
Digital cognitive tests offer several potential advantages over established paper-pencil tests but have not yet been fully evaluated for the clinical evaluation of mild cognitive impairment. The NeuroCognitive Performance Test (NCPT) is a web-based, self-directed, modular battery intended for repeated assessments of multiple cognitive domains. Our objective was to examine its relationship with the ADAS-Cog and MMSE as well as with established paper-pencil tests of cognition and daily functioning in MCI. We used Spearman correlations, regressions and principal components analysis followed by a factor analysis (varimax rotated) to examine our objectives. In MCI subjects, the NCPT composite is significantly correlated with both a composite measure of established tests (r=0.78, p<0.0001) as well as with the ADAS-Cog (r=0.55, p<0.0001). Both NCPT and paper-pencil test batteries had a similar…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
MethodsTest
