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The effect of leads on cognitive load and learning in a conceptually rich hypertext environment

机译:在概念丰富的超文本环境中,线索对认知负荷和学习的影响

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摘要

The purpose of this experiment was to determine whether leads affect cognitive load and learning from conceptually rich hypertext. Measures of cognitive load included self-report of mental effort, reading time, and event-related desynchronization percentage of alpha, beta, and theta brain wave rhythms. Conceptual and structural knowledge tests, as well as a recall measure were used to determine learning performance. Measures of learners\u27 reading ability, prior knowledge, and metacognitive awareness were employed to establish the effect of individual differences on cognitive load and learning from traditional and lead-augmented hypertext. Results demonstrated that while leads appeared to reduce brain wave activity associated with split attention, processing of redundant information contained in hypertext nodes may have increased extraneous cognitive load, and decreased germane load that is required for learning to take place. Whereas the benefits of leads relative to cognitive load and learning may have been mediated by the redundancy effect, learners with better developed metacognitive skills tended to use leads as a tool to review information in the linked nodes while revisiting content in the primary text passage. Limitations of the currently available cognitive load measures are discussed as applied to direct assessment of this theoretical construct.
机译:该实验的目的是确定线索是否会影响认知负荷并从概念丰富的超文本中学习。认知负荷的衡量标准包括自我报告的精神努力,阅读时间以及与事件相关的α,β和theta脑电节律失步百分比。使用概念和结构知识测试以及召回措施来确定学习成绩。通过测量学习者的阅读能力,先验知识和元认知意识,来建立个体差异对认知负荷以及从传统和铅增强超文本学习的影响。结果表明,尽管线索似乎减少了与注意力分散相关的脑电波活动,但处理超文本节点中包含的冗余信息可能会增加无关的认知负荷,并减少学习所需要的日耳曼负荷。相对于认知负荷和学习,线索的好处可能是由冗余效应所介导的,而元认知能力更好的学习者则倾向于将线索作为一种工具来查看链接节点中的信息,同时重访主要文本段落中的内容。讨论了当前可用的认知负荷量度的局限性,这些局限性可用于直接评估此理论结构。

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  • 作者

    Antonenko, Pavlo D.;

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  • 年度 2007
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  • 原文格式 PDF
  • 正文语种 en
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