Supporting students' learning with multiple representations in a dynamic simulation-based learning environment

Jan van der Meij, Ton de Jong

Research output: Contribution to journalArticleAcademic

160 Citations (Scopus)

Abstract

In this study, the effects of different types of support for learning from multiple representations in a simulation-based learning environment were examined. The study extends known research by examining the use of dynamic representations instead of static representations and it examines the role of the complexity of the domain and the learning environment. In three experimental conditions, the same learning environment, that of the physics topic of moments, was presented with separate, non-linked representations (S-NL condition), with separate, dynamically linked representations (S-DL condition), and with integrated, dynamically linked representations (I-DL condition). The learning environment was divided into low complexity and high complexity parts. Subjects were 72 students from middle vocational training (aged 16–18). Overall, the I-DL condition showed the best learning performance. Subjects in the I-DL condition, compared to the S-NL condition, showed better learning results on posttest items measuring domain knowledge. A trend in favor of the I-DL condition compared to the S-NL condition was found on posttest items measuring subjects' ability to translate between different representations. A subjective measure of experienced difficulty showed that subjects in the I-DL condition experienced the learning environment as easiest to work with. The complexity of the learning environment and domain interacted with the effects of the experimental conditions. Differences between conditions were only found on the test items that corresponded to the high complexity part of the learning environment.
Original languageUndefined
Pages (from-to)199-212
JournalLearning and instruction
Volume16
Issue number3
DOIs
Publication statusPublished - 2006

Keywords

  • IR-78434
  • Multiple representations
  • Scientific discovery learning
  • Simulation-based learning environments
  • Instructional technology

Cite this

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title = "Supporting students' learning with multiple representations in a dynamic simulation-based learning environment",
abstract = "In this study, the effects of different types of support for learning from multiple representations in a simulation-based learning environment were examined. The study extends known research by examining the use of dynamic representations instead of static representations and it examines the role of the complexity of the domain and the learning environment. In three experimental conditions, the same learning environment, that of the physics topic of moments, was presented with separate, non-linked representations (S-NL condition), with separate, dynamically linked representations (S-DL condition), and with integrated, dynamically linked representations (I-DL condition). The learning environment was divided into low complexity and high complexity parts. Subjects were 72 students from middle vocational training (aged 16–18). Overall, the I-DL condition showed the best learning performance. Subjects in the I-DL condition, compared to the S-NL condition, showed better learning results on posttest items measuring domain knowledge. A trend in favor of the I-DL condition compared to the S-NL condition was found on posttest items measuring subjects' ability to translate between different representations. A subjective measure of experienced difficulty showed that subjects in the I-DL condition experienced the learning environment as easiest to work with. The complexity of the learning environment and domain interacted with the effects of the experimental conditions. Differences between conditions were only found on the test items that corresponded to the high complexity part of the learning environment.",
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Supporting students' learning with multiple representations in a dynamic simulation-based learning environment. / van der Meij, Jan; de Jong, Ton.

In: Learning and instruction, Vol. 16, No. 3, 2006, p. 199-212.

Research output: Contribution to journalArticleAcademic

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AU - de Jong, Ton

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