大流行时代的学习分析:绘制领域

P. Prinsloo, Mohammad Khalil, Sharon Slade
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引用次数: 4

摘要

冠状病毒大流行在许多方面影响了全球社会,尤其是教育,学校和大学将许多教学和学习实践转移到网上。本文考察了教育机构在使用学习分析方面的反应,学习分析是一种包括收集和分析学生数据以理解和优化教学的方法。对出版物进行了系统审查,并确定了关键主题,试图回答以下问题:学习分析如何使教育工作者能够应对大流行期间学习者面临的风险和挑战?这项研究说明了在机构外迅速采用技术解决方案的问题;互联网接入不平等;对资料私隐及长期后果的考虑;需要一个灵活的,但经过深思熟虑的政策反应。
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Learning Analytics in a Time of Pandemics: Mapping the Field
The coronavirus pandemic has impacted global society in many ways, not least education, with schools and universities moving many teaching and learning practices online. This paper examines the response of educational institutions in employing learning analytics, an approach which includes the collection and analysis of student data to understand and optimise teaching and learning. A systematic review of publications is undertaken and key themes identified in an attempt to answer the question: How did learning analytics allow educators to respond to learners’ risks and challenges during the pandemic? This study illustrates issues around the rapid adoption of technological solutions outside of the institution; inequality of internet access; considerations of data privacy and longer term consequences; and the need for an agile, but considered policy response.
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