A Cognitive Approach-Based Instructional Design for Managing Cognitive Load and Improving Learning Outcome

Nadia Refat, Hafizoah Kassim, M. A. Rahman
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Abstract

Cognitive architecture and information processing for learning are related to each other because of the content and presentation of the content in instructional materials. If the instructional design of the materials overloads the working memory, it then causes a cognitive load that hampers the learning outcome. Therefore, instructional design has been an area of focus repeatedly to make learning more effective and manage different types of cognitive load. Few studies focused sequencing theory of content design or highlighted the impact of the design on over all cognitive load. However, no studies to date have covered a systematic cognitive approach-based instructional design on m-grammar learning to investigate the outcome of learning performance. Therefore, the present study shows a cognitive approach-based instructional design for m-grammar learning. Unlike the existing studies, it designs instructional material based on a theoretical foundation of simple to complex learning theories to enhance learning outcomes and manage cognitive load for the grammar learners. It also measures instructional efficiency by employing 2-dimensional manners (mental effort and learning outcome). We followed a quantitative research design to conduct the study. An experimental group consisting of 128 students is used as study participants. NASA TLX, evaluation module score and a self-reporting mental effort measuring scale are the research instruments considered to collect the data. The results revealed the effectiveness of the proposed instructional design highlighting the instructional efficiency due to maintaining cognitive approach based designing that lessened the cognitive load and enhanced learning outcome of the learners.
基于认知方法的教学设计:管理认知负荷与提高学习效果
由于教学材料的内容和表现形式,认知结构和学习信息处理相互关联。如果教材的教学设计使工作记忆超载,那么它就会导致认知负荷,从而阻碍学习成果。因此,教学设计一直是一个反复关注的领域,以使学习更有效,并管理不同类型的认知负荷。很少有研究关注内容设计的顺序理论或强调设计对整体认知负荷的影响。然而,迄今为止还没有研究涵盖了基于系统认知方法的m语法学习教学设计来调查学习绩效的结果。因此,本研究提出了一种基于认知方法的m语法学习教学设计。与现有研究不同的是,该研究基于从简单到复杂的学习理论来设计教学材料,以提高语法学习者的学习效果并管理认知负荷。它还通过采用二维方式(心理努力和学习成果)来衡量教学效率。我们遵循定量研究设计进行研究。以128名学生组成的实验组作为研究对象。NASA TLX、评估模块评分和自我报告心理努力测量量表是收集数据的研究工具。研究结果表明,所提出的教学设计是有效的,强调了基于认知方法的教学设计所带来的教学效率,减少了学习者的认知负荷,提高了学习者的学习效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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