越多越好?探索模态和编码冗余对学习和认知负荷的影响:实验研究

IF 2.5 Q1 EDUCATION & EDUCATIONAL RESEARCH Education Sciences Pub Date : 2024-08-09 DOI:10.3390/educsci14080872
Melanie Trypke, Ferdinand Stebner, Joachim Wirth
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引用次数: 0

摘要

本研究探讨了从不同来源接收相同信息如何影响学习和认知负荷,重点关注两种类型的冗余:模态冗余(冗余信息来自两种视觉来源(图像和书面文字))和编码冗余(冗余信息来自使用相同符号系统的两种不同模态来源(口语和书面文字))。通过涉及模态(是/否)和编码(是/否)冗余的 2 × 2 主体间设计,158 名参与者完成了 20 项学习任务,其中包括 10 项构建任务和 10 项回忆任务。此外,他们还对自己的认知负荷进行了评定,指出自己感知到的任务难度和心理负荷。总体而言,研究结果表明,模态冗余对学习和认知负荷具有正向主效应,而编码冗余则具有负效应。此外,显着的交互效应表明,模态冗余可能会抵消编码冗余的负面影响,这意味着在建筑任务的认知处理中存在一种补偿机制。这些结果凸显了在教学设计中同时考虑模态冗余和编码冗余及其交互作用的重要性。
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The More, the Better? Exploring the Effects of Modal and Codal Redundancy on Learning and Cognitive Load: An Experimental Study
This study explores how receiving identical information from different sources affects learning and cognitive load, focusing on two types of redundancy: modal redundancy, where redundant information comes from two visual sources (images and written text), and codal redundancy, where redundant information comes from two sources of different modalities which utilize the same symbol system (spoken and written text). Using a 2 × 2 between-subjects design involving modal (yes/no) and codal (yes/no) redundancy, 158 participants completed twenty learning tasks, consisting of ten construction and ten recall tasks. Additionally, they rated their cognitive load by indicating their perceived task difficulty and mental load. Overall, results indicate positive main effects of modal redundancy and negative effects of codal redundancy on learning and cognitive load. Furthermore, significant interaction effects suggest that modal redundancy may counterbalance the negative effects of codal redundancy, implying a compensatory mechanism in cognitive processing for construction tasks. These results highlight the importance of considering both modal and codal redundancy and their interaction in instructional design.
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来源期刊
Education Sciences
Education Sciences Social Sciences-Education
CiteScore
4.80
自引率
16.70%
发文量
770
审稿时长
11 weeks
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