Related Experiment Video
Updated: Jan 26, 2026

Estimate the Cognitive Load Using Electrocardiographic Measure: A Human-AI Collaborative Task
Published on: December 5, 2025
From Cognitive Load Theory to Collaborative Cognitive Load Theory.
Paul A Kirschner1,2, John Sweller3, Femke Kirschner4
11Open University of the Netherlands, Valkenburgerweg 177, 6419AT Heerlen, The Netherlands.
Cognitive load theory, traditionally for individual learning, can be extended to collaborative learning. Incorporating concepts like collective working memory enhances instructional design for group work.
Area of Science:
- Educational Psychology
- Cognitive Science
- Human-Computer Interaction
Background:
- Cognitive load theory (CLT) traditionally focuses on individual learning, examining working memory and long-term memory interactions.
- CLT principles have generated instructional effects beneficial for learning, but are often overlooked in collaborative learning research and design.
- Existing CLT frameworks rarely address specific collaborative aspects like collective working memory or transactive memory costs.
Purpose of the Study:
- To extend cognitive load theory to collaborative learning environments.
- To integrate concepts of collective working memory and transactive memory costs into CLT.
- To provide a theoretical basis for designing and researching effective collaborative learning.
Main Methods:
- Conceptual analysis integrating evolutionary educational psychology and cognitive science principles.
- Examination of the relationship between individual cognitive load and collaborative cognitive load.
- Illustration of how CLT can be adapted to account for collaborative dynamics.
Main Results:
- Cognitive load theory can be expanded to encompass collaborative learning scenarios.
- The concepts of collective working memory and transactive memory costs are crucial for understanding collaborative cognitive load.
- Integrating these concepts offers new insights into optimizing collaborative learning effectiveness.
Conclusions:
- Cognitive load theory provides a valuable framework for understanding and improving collaborative learning.
- Adapting CLT with collaborative-specific concepts can lead to more effective instructional designs for group work.
- Further research should explore the application of these extended CLT principles in various collaborative learning settings.
More Related Videos
13:20Online Repetitive Transcranial Magnetic Stimulation of Dorsomedial and Dorsolateral Prefrontal Cortex in Cognition Decision Making, and Cognitive Dissonance
Published on: December 5, 2025
08:42Assessment of Social Cognition in Non-human Primates Using a Network of Computerized Automated Learning Device ALDM Test Systems
Published on: May 5, 2015
Related Concept Videos
Cognitive Theories: Schachter-Singer Theory of Emotion
Physiological Arousal and Cognitive Labeling
According to this theory, when an individual experiences...
Cognitive Theories: Lazarus Mediational Theory of Emotion
Cognitive Appraisal and Emotional Response
Lazarus proposed that...
Lazarus's Cognitive Appraisal Theory
Primary Appraisal:...
Piaget's Theory of Cognitive Development from Childhood into Adulthood
Schemata: Building Blocks of Knowledge
Sternberg's Triangular Theory of Love
Band Theory
The energy difference between these bands is known as the band gap.
Conductor, Semiconductor,...