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

被引:154
|
作者
van der Meij, Jan [1 ]
de Jong, Ton [1 ]
机构
[1] Univ Twente, Fac Behav Sci, Dept Instruct Technol, NL-7500 AE Enschede, Netherlands
关键词
multiple representations; instructional technology; scientific discovery learning; simulation-based learning environments;
D O I
10.1016/j.learninstruc.2006.03.007
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
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. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:199 / 212
页数:14
相关论文
共 50 条
  • [1] The role of external representations in simulation-based inquiry learning
    Kolloffel, B.
    Eysink, T. H. S.
    de Jong, T.
    PEDAGOGISCHE STUDIEN, 2010, 87 (01): : 51 - 65
  • [2] Generating explanations in a simulation-based learning environment
    Pilkington, R
    Grierson, A
    INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 1996, 45 (05) : 527 - 551
  • [3] A design for a simulation-based multimedia learning environment
    Roccetti, M
    Salomoni, P
    Bonfigli, ME
    SIMULATION, 2001, 76 (04) : 214 - 221
  • [4] Situated Simulation-Based Learning Environment to Improve Proportional Reasoning in Nursing Students
    Ilana Dubovi
    Sharona T. Levy
    Efrat Dagan
    International Journal of Science and Mathematics Education, 2018, 16 : 1521 - 1539
  • [5] Situated Simulation-Based Learning Environment to Improve Proportional Reasoning in Nursing Students
    Dubovi, Ilana
    Levy, Sharona T.
    Dagan, Efrat
    INTERNATIONAL JOURNAL OF SCIENCE AND MATHEMATICS EDUCATION, 2018, 16 (08) : 1521 - 1539
  • [6] The effects of directive self-explanation prompts to support active processing of multiple representations in a simulation-based learning environment
    van der Meij, J.
    de Jong, T.
    JOURNAL OF COMPUTER ASSISTED LEARNING, 2011, 27 (05) : 411 - 423
  • [7] TOWARDS DEADLOCK HANDLING WITH MACHINE LEARNING IN A SIMULATION-BASED LEARNING ENVIRONMENT
    Mueller, Marcel
    Reggelin, Tobias
    Kutsenko, Iegor
    Zadek, Hartmut
    Reyes-Rubiano, Lorena S.
    2022 WINTER SIMULATION CONFERENCE (WSC), 2022, : 1485 - 1496
  • [8] Supporting secondary school students' understanding of time dilation through simulation-based inquiry learning
    Alstein, Paul
    Krijtenburg-Lewerissa, Kim
    van Joolingen, Wouter Reinder
    INTERNATIONAL JOURNAL OF SCIENCE EDUCATION, 2025,
  • [9] Collaborative Healthcare Immersive Learning Dynamic Transitioning to Simulation-Based Learning
    Bergero, Cassandra
    Hargreaves, Linda
    Nichols, Amy
    CLINICAL NURSE SPECIALIST, 2012, 26 (01) : 42 - 47
  • [10] Flexible Environment for Supervising Simulation-Based Learning Situations
    Gueraud, Viviane
    Lejeune, Anne
    Adam, Jean-Michel
    Dubois, Michel
    Mandran, Nadine
    ARTIFICIAL INTELLIGENCE IN EDUCATION: BUILDING LEARNING SYSTEMS THAT CARE: FROM KNOWLEDGE REPRESENTATION TO AFFECTIVE MODELLING, 2009, 200 : 698 - +