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Iowa State University

Engineering Education

Adaptive instruction

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Full-Text Articles in Education

Designing Adaptive Instruction For Teams: A Meta-Analysis, Robert A. Sottilare, C. Shawn Burke, Eduardo Salas, Anne M. Sinatra, Joan H. Johnston, Stephen B. Gilbert Jun 2017

Designing Adaptive Instruction For Teams: A Meta-Analysis, Robert A. Sottilare, C. Shawn Burke, Eduardo Salas, Anne M. Sinatra, Joan H. Johnston, Stephen B. Gilbert

Industrial and Manufacturing Systems Engineering Publications

The goal of this research was the development of a practical architecture for the computer-based tutoring of teams. This article examines the relationship of team behaviors as antecedents to successful team performance and learning during adaptive instruction guided by Intelligent Tutoring Systems (ITSs). Adaptive instruction is a training or educational experience tailored by artificially-intelligent, computer-based tutors with the goal of optimizing learner outcomes (e.g., knowledge and skill acquisition, performance, enhanced retention, accelerated learning, or transfer of skills from instructional environments to work environments). The core contribution of this research was the identification of behavioral markers associated with the antecedents ...