Task complexity as a driver for collaborative learning efficiency: The collective working-memory effect

Femke Kirschner*, Fred Paas, Paul A. Kirschner

*Corresponding author for this work

    Research output: Contribution to journalArticleAcademicpeer-review

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    Abstract

    This study investigated the differential effects of learning task complexity on both learning process and outcome efficiency of 83 individual and group learners in the domain of biology. Based upon cognitive load theory, it was expected that for high-complexity tasks, group members would learn in a more efficient way than individual learners, while for low-complexity tasks, individual learning would be more efficient. This interaction hypothesis was confirmed, supporting our premise that the learning efficiency of group members and individuals is determined by a trade-off between the group’s advantage of dividing information processing amongst the collective working memories of the group members and its disadvantage in terms of associated costs of information communication and action coordination.
    Original languageEnglish
    Pages (from-to)615-624
    Number of pages10
    JournalApplied Cognitive Psychology
    Volume25
    Issue number4
    Early online date28 Jul 2010
    DOIs
    Publication statusPublished - 25 Jul 2011

    Keywords

    • Collaboration
    • Learning efficiency
    • Task complexity
    • Instructional design
    • Cognitive

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