The role of user preferences in engagement with online learning

Q1 Social Sciences
Vladislav Ilin
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引用次数: 6

Abstract

Digital technology in education has become a staple of many contemporary classrooms. Educational technology offers many benefits, including access to knowledge, mobility, multiple means of engagement, accessibility, distance learning, as well as the ability to connect in unprecedented ways. There is a growing body of research that examines digital learning tools, online classroom environments, learning management systems and other technologies that are integrated into the learning process. Such research extends to analysing the positive impacts of online and blended learning; however, few studies explore the user preferences of the learners. Without assessment of the user preference, the benefits of learning through technology are often lessened. This research explores and analyses how user media preferences influence engagement and motivation in online learning. One hundred twenty-two KS3 (13-year-olds) secondary school were provided voluntary access to a purpose-built online learning resource that augmented their in-class Holocaust history curriculum with learning materials in audio, video and e-text. Data were collected through web analytics and user feedback forms. The analytical tools provided detailed quantitative data on user activity on the site, while the feedback forms yielded qualitative data on usefulness and enjoyment. Results provided insights on the usage trends and user preferences that influence engagement. These behavioural patterns reflect user motivation and learning preferences and can be utilised to personalise digital content delivery to increase engagement with online learning materials.
用户偏好在参与在线学习中的作用
教育中的数字技术已经成为许多当代课堂的主要内容。教育技术提供了许多好处,包括获取知识、流动性、多种参与方式、可访问性、远程学习,以及以前所未有的方式进行联系的能力。越来越多的研究考察了数字学习工具、在线课堂环境、学习管理系统和其他融入学习过程的技术。这种研究延伸到分析在线学习和混合学习的积极影响;然而,很少有研究探讨学习者的用户偏好。如果不评估用户偏好,通过技术学习的好处往往会减少。本研究探讨和分析了用户媒体偏好如何影响在线学习的参与度和动机。122名KS3(13岁)中学获得了自愿访问专门构建的在线学习资源的机会,该资源通过音频、视频和电子文本的学习材料增强了他们的大屠杀历史课程。数据是通过网络分析和用户反馈表格收集的。分析工具提供了关于网站上用户活动的详细定量数据,而反馈表格则提供了关于有用性和乐趣的定性数据。结果提供了关于影响参与度的使用趋势和用户偏好的见解。这些行为模式反映了用户的动机和学习偏好,可用于个性化数字内容交付,以提高对在线学习材料的参与度。
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
E-Learning
E-Learning Social Sciences-Education
CiteScore
6.20
自引率
0.00%
发文量
0
期刊介绍: E-Learning and Digital Media is a peer-reviewed international journal directed towards the study and research of e-learning in its diverse aspects: pedagogical, curricular, sociological, economic, philosophical and political. This journal explores the ways that different disciplines and alternative approaches can shed light on the study of technically mediated education. Working at the intersection of theoretical psychology, sociology, history, politics and philosophy it poses new questions and offers new answers for research and practice related to digital technologies in education. The change of the title of the journal in 2010 from E-Learning to E-Learning and Digital Media is expressive of this new and emphatically interdisciplinary orientation, and also reflects the fact that technologically-mediated education needs to be located within the political economy and informational ecology of changing mediatic forms.
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