Using eye movements to measure intrinsic, extraneous, and germane load in a multimedia learning environment.

认知负荷 心理学 认知 心理信息 认知心理学 眼球运动 工作记忆 教学设计 神经科学 数学教育 政治学 法学 梅德林
作者
Tianlong Zu,John Hutson,Lester C. Loschky,N. Sanjay Rebello
出处
期刊:Journal of Educational Psychology [American Psychological Association]
卷期号:112 (7): 1338-1352 被引量:31
标识
DOI:10.1037/edu0000441
摘要

In a previous study, DeLeeuw and Mayer (2008) found support for the triarchic model of cognitive load (Sweller, Van Merrienboer, & Paas, 1998, 2019) by showing that three different metrics could be used to independently measure 3 hypothesized types of cognitive load: intrinsic, extraneous, and germane. However, 2 of the 3 metrics that the authors used were intrusive in nature because learning had to be stopped momentarily to complete the measures. The current study extends the design of DeLeeuw and Mayer (2008) by investigating whether learners’ eye movement behavior can be used to measure the three proposed types of cognitive load without interrupting learning. During a 1-hr experiment, we presented a multimedia lesson explaining the mechanism of electric motors to participants who had low prior knowledge of this topic. First, we replicated the main results of DeLeeuw and Mayer (2008), providing further support for the triarchic structure of cognitive load. Second, we identified eye movement measures that differentiated the three types of cognitive load. These findings were independent of participants’ working memory capacity. Together, these results provide further evidence for the triarchic nature of cognitive load (Sweller et al., 1998, 2019), and are a first step toward online measures of cognitive load that could potentially be implemented into computer assisted learning technologies. (PsycInfo Database Record (c) 2020 APA, all rights reserved)
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