Cognitive Alignment with Performance Targeted Training Intervention Model: CAPTTIM
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Authors
Kennedy, Quinn
Nesbitt, Peter
Alt, Jon
Fricker, Ronald D., Jr.
Subjects
Training intervention
cognitive state
regret
neurophysiological measures
cognitive state
regret
neurophysiological measures
Advisors
Date of Issue
2015-02
Date
February 2015
Publisher
Monterey, California. Naval Postgraduate School
Language
Abstract
In this technical report, we propose that the use of two simple behavioral measures, in conjunction with neurophysiological measures, can be used to create a training intervention that has the potential to provide: (1) real-time notification as to when a training intervention is needed and (2) real-time information as to the type of training intervention that should be employed. The Cognitive Alignment with Performance Targeted Training Intervention Model (CAPTTIM) determines if a trainee’s cognitive state is aligned or misaligned with actual performance. When misalignment occurs, it indicates that a training intervention is needed. Neurophysiological markers, as captured by eyetracking and electroencephalography (EEG), can assist in determining why misalignment between cognitive state and performance occurred, leading to more effective and targeted training intervention. Because all measures are captured continuously in real time, this model has the potential to increase training efficiency and effectiveness in a variety of training domains. The model is illustrated with two case studies.
Type
Technical Report
Description
Prepared for: Army Research Office (ARO) PO Box 12211, Research Triangle Park, NC 27709-2211
Series/Report No
Department
Operations Research
Identifiers
NPS Report Number
NPS-OR-15-001
Sponsors
Funder
Army Research Office (ARO), PO Box 12211, Research Triangle Park, NC 27709-2211.
Format
Citation
Distribution Statement
Approved for public release; distribution is unlimited.
Rights
This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.