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Effects of pairs of problems and examples on task performance and different types of cognitive load

  • Jimmie Leppink*
  • , Fred Paas
  • , Tamara van Gog
  • , Cees P M van der Vleuten
  • , Jeroen J G van Merriënboer
  • *Corresponding author for this work
  • University of Wollongong
  • External unknown
  • National Institute for Psychology (NIP
  • Maastricht University
  • Erasmus University Rotterdam
  • Interdisciplinary Educational Research Institute

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

In two studies, we investigated whether a recently developed psychometric instrument can differentiate intrinsic, extraneous, and germane cognitive load. Study I revealed a similar three-factor solution for language learning (n=108) and a statistics lecture (n=174), and statistics exam scores correlated negatively with the factors assumed to represent intrinsic and extraneous cognitive load during the lecture. In Study II, university freshmen who studied applications of Bayes' theorem in example-example (n=18) or example-problem (n=18) condition demonstrated better posttest performance than their peers who studied the applications in problem-example (n=18) or problem-problem (n=20) condition, and a slightly modified version of the aforementioned psychometric instrument could help researchers to differentiate intrinsic and extraneous cognitive load. The findings provide support for a recent reconceptualization of germane cognitive load as referring to the actual working memory resources devoted to dealing with intrinsic cognitive load.

Original languageEnglish
Pages (from-to)32-42
Number of pages11
JournalLearning and Instruction
Volume30
DOIs
Publication statusPublished - 1 Apr 2014
Externally publishedYes

Keywords

  • Cognitive load
  • Example-example pairs
  • Example-problem pairs
  • Problem-example pairs
  • Problem-problem pairs

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