Optimizing the Color Shapes Task for Ambulatory Assessment and Drift Diffusion Modeling: A Factorial Experiment

We identified a version of the Color Shapes task optimized for smartphone-based cognitive assessments in real-world settings, with data designed for analysis through computational cognitive modeling. Our proposed approach can advance the development of tools for efficient and effective early detection and monitoring of risk for Alzheimer disease.

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Publication Details

Journal
JMIR Formative Research
Published
2025-07-14
DOI
https://doi.org/10.2196/66300
Primary Topic
Color perception and design
Type
article
Field-Weighted Citation Impact
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article

Optimizing the Color Shapes Task for Ambulatory Assessment and Drift Diffusion Modeling: A Factorial Experiment

Jonathan G. Hakun, Zita Oravecz, Daniel Elbich, Karra Harrington et al.
JMIR Formative Research
Color perception and design
article

Optimizing the Color Shapes Task for Ambulatory Assessment and Drift Diffusion Modeling: A Factorial Experiment

Jonathan G. Hakun, Zita Oravecz, Daniel Elbich, Karra Harrington, Joachim Vandekerckhove, Martin J. Sliwinski, Sharon Kim, Yanling Li
article en

Abstract

We identified a version of the Color Shapes task optimized for smartphone-based cognitive assessments in real-world settings, with data designed for analysis through computational cognitive modeling. Our proposed approach can advance the development of tools for efficient and effective early detection and monitoring of risk for Alzheimer disease.

JMIR Formative ResearchVol. 9
Pennsylvania State University (US), University of California, Irvine (US), Penn State Milton S. Hershey Medical Center (US)
Climate action
Openalex Percentile: Top 80%
Color perception and design
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Optimizing the Color Shapes Task for Ambulatory Assessment and Drift Diffusion Modeling: A Factorial Experiment — Jonathan G. Hakun, Zita Oravecz, et al. · JMIR Formative Research (2025) | TGRS Research Map | TGRS