用学习分析支持行动研究

A. L. Dyckhoff, Vlatko Lukarov, Arham Muslim, Mohamed Amine Chatti, U. Schroeder
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引用次数: 100

摘要

学习分析工具应该是有用的,也就是说,它们应该是可用的,并提供实现学习分析目标的功能。本文试图将学习分析与行动研究结合起来。在此基础上,我们研究了如何将技术增强的教学和学习过程中出现的众多问题系统地映射到一系列指标上。我们研究了哪些问题尚未得到支持,并提出了具有积极影响教师教学考虑的高潜力的指标概念。我们的调查显示,教师的许多问题无法用现有的研究工具来回答。此外,很少有学习分析研究报告衡量影响。我们描述了学习分析应该对教学产生哪些影响,并讨论了如何对其进行评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Supporting action research with learning analytics
Learning analytics tools should be useful, i.e., they should be usable and provide the functionality for reaching the goals attributed to learning analytics. This paper seeks to unite learning analytics and action research. Based on this, we investigate how the multitude of questions that arise during technology-enhanced teaching and learning systematically can be mapped to sets of indicators. We examine, which questions are not yet supported and propose concepts of indicators that have a high potential of positively influencing teachers' didactical considerations. Our investigation shows that many questions of teachers cannot be answered with currently available research tools. Furthermore, few learning analytics studies report about measuring impact. We describe which effects learning analytics should have on teaching and discuss how this could be evaluated.
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