Assessing the Impact of Using Short Videos for Teaching at Higher Education: Empirical Evidence From Log-Files in a Learning Management System

IF 1 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Revista Iberoamericana de Tecnologias del Aprendizaje Pub Date : 2023-08-02 DOI:10.1109/RITA.2023.3301411
Valero Laparra;Adrián Pérez-Suay;María Piles;Jordi Muñoz-Marí;Julia Amorós-López;Roberto Fernandez-Moran;Miguel-Ángel Fernández-Torres;Jose E. Adsuara
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Abstract

The advent of digital technologies and the rapid growth in access to high-speed internet has revolutionized teaching and learning practices. In this work, we focus on the use of video in the higher education space. In particular, we question whether summary videos of learning objectives and exercises can be used effectively to enhance learning. Recent methodologies and the new online paradigm have increased the use of Learning Management Systems (LMS), especially at the higher level education system. One of the advantages is that LMS allows the acquisition of objective data from student activity. In our study, we applied the video-mentioned methodology and further analyzed the student’s behavior. This allows us to provide a student categorization based on their online profile activity and concisely characterize their LMS platform interaction. The study was developed in an undergraduate Engineering degree course at the Universitat de València, allowing us to measure the success of video use for students. Our promising results indicate there is a relation between access to educational videos and the student’s academic performance, supporting educational videos can be effectively used to enhance learning.
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评估高等教育教学中使用短视频的影响:来自学习管理系统日志文件的经验证据
数字技术的出现和高速互联网接入的快速增长彻底改变了教学实践。在这项工作中,我们重点关注视频在高等教育领域的应用。特别是,我们质疑学习目标和练习的总结视频是否可以有效地用于加强学习。最近的方法和新的在线模式增加了学习管理系统的使用,尤其是在高等教育系统中。其中一个优点是LMS允许从学生活动中获取客观数据。在我们的研究中,我们应用了视频提到的方法,并进一步分析了学生的行为。这使我们能够根据学生的在线档案活动提供学生分类,并简要描述他们的LMS平台互动。这项研究是在巴伦西亚大学的一门工程学士学位课程中进行的,使我们能够衡量学生使用视频的成功率。我们有希望的结果表明,获取教育视频与学生的学习成绩之间存在关系,支持教育视频可以有效地用于增强学习。
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4.30
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45
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