Cognitive load is a critical internal state associated with learners' learning process and significantly influences learning outcomes. With the worldwide popularity of video-based learning (VBL), tracking real-time cognitive load variations becomes more and more important for the timely provision of adaptive learning support during the learning…

A natural concern in the field of computer-supported collaborative learning is how participants in collaborative learning project attain individual deep understanding through pedagogical or technological support. This study explores such individual outcomes as influenced by designing a collaborative learning project supported with a diagram-based…

The purpose of this study was to evaluate the effects of redundancy when learning from realistic science materials. Participants received instruction where redundancy was manipulated between text and diagrams with captions, text and diagrams, and text only. Participants reported levels of cognitive load, responded to questionnaire items and…

The study challenged the current practices in cognitive load measurement involving complex problem solving by manipulating the presence of pictures in multiple rule-based problem-solving situations and examining the cognitive load resulting from both off-line and online measures associated with complex problem solving. Forty-eight participants…