文章基本信息

标题：Metacognitive Load ?Useful, or Extraneous Concept? Metacognitive and Self-Regulatory Demands in Computer-Based Learning
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作者：Rolf Schwonke
期刊名称：Educational Technology and Society
印刷版ISSN：1176-3647
电子版ISSN：1436-4522
出版年度：2015
卷号：18
期号：4
页码：172-184
出版社：IFETS - Attn Kinshuck
摘要：Instructional design theories such as the cognitive load theory (CLT) or the cognitive theory of multimedia learning (CTML) explain learning difficulties in (computer-based) learning usually as a result of design deficiencies that hinder effective schema construction. However, learners often struggle even in well-designed learning environments. In this theoretical paper, I will argue that cognitive resources-oriented theories such as the cognitive load theory might profit from extending their predominantly cognitive focus to one that additionally considers metacognitive and self-regulation demands. Empirical results on learning from multiple external representations and research on tool use are integrated to illustrate that computer-based learning environments usually pose a variety of cognitive, metacognitive and self-regulatory demands on learners which require knowledge and skills that learners often lack. Specifically, empirical findings suggest that most learners are unable to regulate their learning automatically. I thus argue that these activities consume working-memory resources as do activities that are closely related to schema construction. My article concludes with suggestions on how the concept of metacognitive load can be incorporated into resource-oriented theories such as the CLT to explain a wider variety of phenomena.
关键词：Cognitive load; Computer-based learning; Metacognition; Self-regulated learning; Working memory