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Title: Enhancing cognitive assessment through multimodal sensing: A case study using the block design test
Many cognitive assessments are limited by their reliance on relatively sparse measures of performance, like per-item accuracy or reaction time. Capturing more detailed behavioral measurements from cognitive assessments will enhance their utility in many settings, from individual clinical evaluations to large-scale research studies. We demonstrate the feasibility of combining scene and gaze cameras with supervised learning algorithms to automatically measure key behaviors on the block design test, a widely used test of visuospatial cognitive ability. We also discuss how this block-design measurement system could enhance the assessment of many critical cognitive and meta-cognitive functions such as attention, planning, progress monitoring, and strategy selection.
Authors:
; ; ; ; ;
Award ID(s):
1730044
Publication Date:
NSF-PAR ID:
10209949
Journal Name:
Proceedings of the 42nd Annual Meeting of the Cognitive Science Society
Page Range or eLocation-ID:
2546-2552
Sponsoring Org:
National Science Foundation
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