Role of Individual Differences in Executive Function for Learning From Distracting Multimedia Lessons

IF 4 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Journal of Educational Computing Research Pub Date : 2023-11-28 DOI:10.1177/07356331231215752
Alyssa P. Lawson, Richard E. Mayer
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Abstract

In multimedia learning, there is a lot of new information that learners are exposed to, making it a cognitively intensive process. Poorly-designed multimedia lessons can introduce distractions that must be dealt with by the learner. However, learners do not all share the same skill at managing incoming information or holding capacity, which could create individual differences in the impact of multimedia lessons on learning and lead to inequity in learning. In three experiments, learners saw a multimedia lesson varying in the amount of distracting material included: high (Experiment 1), moderate (Experiment 2), or low (Experiment 3). Learners took a posttest and completed tasks to assess individual differences in managing incoming information (executive function) and holding capacity (working memory capacity). When distractions were present (Experiment 1 and Experiment 2), executive function was related to posttest performance such that as executive functioning increased, performance on the posttest increased. However, when distractions were not present (Experiment 3), executive function was not related to posttest performance. Individual differences in working memory capacity were not related to posttest performance at any level of distraction. This indicates the importance of considering individual differences in learners' executive functioning in the design of multimedia lessons.
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执行功能的个体差异对从分散注意力的多媒体课程中学习的作用
在多媒体学习中,学习者会接触到大量的新信息,因此是一个认知密集的过程。如果多媒体课件设计不当,就会给学习者带来必须处理的干扰。然而,学习者在管理输入信息或保持能力方面的技能不尽相同,这可能会造成多媒体课件对学习影响的个体差异,并导致学习中的不公平。在三个实验中,学习者看到的多媒体课件所包含的干扰材料数量各不相同:多(实验 1)、中(实验 2)或少(实验 3)。学习者接受后测并完成任务,以评估在管理接收信息(执行功能)和保持能力(工作记忆能力)方面的个体差异。当分心出现时(实验 1 和实验 2),执行功能与后测成绩相关,即执行功能越强,后测成绩越高。然而,当分心因素不存在时(实验 3),执行功能与后测成绩无关。在任何分心水平下,工作记忆能力的个体差异都与后测成绩无关。这表明,在设计多媒体课程时,考虑学习者执行功能的个体差异非常重要。
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来源期刊
Journal of Educational Computing Research
Journal of Educational Computing Research EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
11.90
自引率
6.20%
发文量
69
期刊介绍: The goal of this Journal is to provide an international scholarly publication forum for peer-reviewed interdisciplinary research into the applications, effects, and implications of computer-based education. The Journal features articles useful for practitioners and theorists alike. The terms "education" and "computing" are viewed broadly. “Education” refers to the use of computer-based technologies at all levels of the formal education system, business and industry, home-schooling, lifelong learning, and unintentional learning environments. “Computing” refers to all forms of computer applications and innovations - both hardware and software. For example, this could range from mobile and ubiquitous computing to immersive 3D simulations and games to computing-enhanced virtual learning environments.
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