从教学角度反思数字化学习中的个体认知负荷理论--关于移民和难民电子学习项目中语言技能影响的实证研究

N. Rohde, N. Flindt, Ch. Rietz, Y.K. Chang, E. Stracke, G. Kassymova, S. Sabaliauskas
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引用次数: 0

摘要

认知负荷理论(CLT)和多媒体学习认知理论(CTML)论述了人类工作记忆只能存储和保留有限数量的项目,并解决了如何在学习过程中利用个人能力而不引起认知超负荷的问题。基于这些理论见解,传统的非数字化学习方式通常被认为更有效,因为数字多媒体设计可能会减少认知超载;然而,随着现代技术的使用,数字教育产品(如电子学习程序)经过修改并根据学习者的需求量身定制,也会变得有效。本文从文化语言学和教学法的角度研究了语言障碍如何对移民和难民电子学习项目的成功产生负面影响。CLT和CTML理论框架适用于解释从欧盟资助项目 "青年难民AI学生赋权计划--RAISE "收集的经验数据中得出的结论。该项目旨在通过调整教学策略以适应学习者的最佳学习进度和学习需求,从而获得参与者的经验和认知技能。本研究以认知负荷理论为基础,探讨了针对移民和难民的电子学习项目的结构要求。基线是电子学习是复杂的,需要大量的工作记忆资源。当外部需求大大超过相应的认知工作记忆资源时,这种影响就会明显升高,以至于损害学习。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reflection of Individual Cognitive Load Theories in Digital Learning from a Pedagogical Point of View – an Empirical Study of the Impact of Language Skills in an E-learning Program For Migrants And Refugees
Cognitive Load Theory (CLT) and the Cognitive Theory of Multimedia Learning (CTML) deal with the thesis that human working memories can only store and retain a limited number of items and address how to utilize individual capacity in the learning process without provoking cognitive overload. Based on these theoretical insights, traditional ways of non-digitalized learning are usually perceived to be more effective, as there may be less cognitive overload due to digital multimedia design; however, with the use of modern technology, digital educational offerings such as e-Learning programs can be effective as modified and tailored to the learners’ needs. This article studies how language barriers can negatively impact the success of eLearning programs for migrants and refugees from the perspective of CLT and a pedagogical point of view. The theoretical framework of CLT and CTML applied to interpret the findings from empirical data collected as part of the EU-funded project “Young Refugees AI Student Empowerment Program – RAISE.” The project aims to capture the participants´ experiences and cognitive skills by shaping pedagogical strategies that adjust to the learner’s optimal pace and learning needs. The study explores the structural requirements of eLearning programs for migrants and refugees based on Cognitive Load Theories. The baseline is that eLearning is complex and demands significant working memory resources. This effect is significantly elevated to a point where it harms learning when the external demands vastly exceed the corresponding cognitive working memory resources.
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