Dual Modality Code Explanations for Novices: Unexpected Results

Briana B. Morrison
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引用次数: 17

Abstract

The research in both cognitive load theory and multimedia principles for learning indicates presenting information using both diagrams and accompanying audio explanations yields better learning performance than using diagrams with text explanations. While this is a common practice in introductory programming courses, often called "live coding," it has yet to be empirically tested. This paper reports on an experiment to determine if auditory explanations of code result in improved learning performance over written explanations. Students were shown videos explaining short code segments one of three ways: text only explanations, auditory only explanations, or both text and auditory explanations, thus replicating experiments from other domains. The results from this study do not support the findings from other disciplines and we offer explanations for why this may be the case.
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给新手的双模态代码解释:意想不到的结果
认知负荷理论和多媒体学习原理的研究表明,使用图表和附带的音频解释来呈现信息比使用图表和文本解释产生更好的学习效果。虽然这在编程入门课程(通常称为“现场编码”)中是一种常见的做法,但它尚未经过经验测试。本文报告了一项实验,以确定代码的听觉解释是否比书面解释更能提高学习成绩。研究人员向学生们展示了三种解释短代码片段的视频:纯文本解释、纯听觉解释或文本和听觉同时解释,从而复制了其他领域的实验。这项研究的结果不支持其他学科的发现,我们提供了为什么会出现这种情况的解释。
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