Adaptive learning through technology: a technical review and implementation

IF 1.9 Q2 EDUCATION & EDUCATIONAL RESEARCH Higher Education Skills and Work-based Learning Pub Date : 2023-09-25 DOI:10.1108/heswbl-05-2023-0121
Clay Gransden, Matthew Hindmarsh, Ngoc Chi Lê, Thi-Huyen Nguyen
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Abstract

Purpose There is an increase globally of students using technology to support their learning. The purpose of this paper is to outline the technical aspects of adaptive learning and contribute to the development of pedagogy that incorporates this method in teaching and learning. Design/methodology/approach This is a technical review article that summarises key guidance on the application of adaptive learning and then reflects on its application in a UK and Vietnamese context. Findings Initial analysis demonstrates that learning can occur asynchronously because of students engaging with adaptive learning. Issues and recommendations were derived from the reflections and practice of both UK and Vietnamese practitioners. Recommendations focussed on the more practical elements of constructing and maintaining adaptive learning. Questions were then constructed to make the decision of whether to implement adaptive learning into teaching and learning practices. Originality/value This academic commentary reflects on the implementation of asynchronous learning adaptive technologies in both the UK and Vietnam, specifically exploring the use of a “mastery path” and “computerised adaptive testing” to enhance student understanding.
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通过技术进行适应性学习:技术回顾与实现
在全球范围内,越来越多的学生使用科技来支持他们的学习。本文的目的是概述适应性学习的技术方面,并有助于将这种方法纳入教学和学习的教育学的发展。这是一篇技术评论文章,总结了适应性学习应用的关键指导,然后反思了其在英国和越南背景下的应用。初步分析表明,由于学生参与适应性学习,学习可以异步进行。问题和建议来源于英国和越南从业者的反思和实践。建议侧重于构建和维护适应性学习的更实际的元素。然后构建问题来决定是否在教学和学习实践中实施适应性学习。这篇学术评论反映了异步学习自适应技术在英国和越南的实施,特别是探索使用“掌握路径”和“计算机化自适应测试”来提高学生的理解。
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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来源期刊
Higher Education Skills and Work-based Learning
Higher Education Skills and Work-based Learning EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
3.80
自引率
12.50%
发文量
36
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