Who says statistics classes are boring? How a virtual escape room enhances statistics learning

IF 8.9 1区 教育学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers & Education Pub Date : 2024-09-30 DOI:10.1016/j.compedu.2024.105171
Woon Chien Cecilia Teng, Gek Ling Claire Tan
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Abstract

Escape rooms (ERs) have gained traction in higher education over the past decade, but studies on ERs for statistics education are scant. In this study, a virtual ER was developed, piloted, and implemented in an undergraduate introductory statistics class, and its impact on learning was evaluated over three iterations. The escapED framework informed the design of the ER. A quasi-experimental pre-test–post-test design was used to evaluate learning gains. A post-activity questionnaire was used to collect student perceptions about the game. Significant learning gains were observed, with large effect sizes across all cohorts. Similarly, analyses of the qualitative data revealed that the game enhanced learning in the cognitive, affective, behavioural, and interpersonal domains, and was well-received by students. The ER was effective in improving learning outcomes. ERs can be a powerful approach in fostering peer learning and shifting negative attitudes about difficult subjects. Educators keen in exploring ERs in their classrooms are highly encouraged to consider pedagogically-informed game designs and leverage technology in creating engaging and effective learning experiences.
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谁说统计学课程枯燥乏味?虚拟逃生室如何促进统计学学习
在过去的十年中,逃生室(ER)在高等教育中获得了广泛的关注,但有关逃生室用于统计教育的研究却很少。在本研究中,我们开发了一个虚拟逃生室,并在本科生统计学入门课上进行了试点和实施,通过三次迭代评估了其对学习的影响。escapED 框架为 ER 的设计提供了依据。采用准实验性的前测-后测设计来评估学习效果。活动后调查问卷用于收集学生对游戏的看法。结果显示,学生的学习成绩明显提高,所有组别学生的效果都很大。同样,对定性数据的分析表明,该游戏提高了学生在认知、情感、行为和人际交往等方面的学习效果,并深受学生欢迎。ER 在提高学习效果方面非常有效。在促进同伴学习和转变对困难科目的消极态度方面,应急教育可以成为一种强有力的方法。我们强烈建议热衷于在课堂上探索 ER 的教育工作者考虑以教学为基础的游戏设计,并利用技术创造引人入胜和有效的学习体验。
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来源期刊
Computers & Education
Computers & Education 工程技术-计算机:跨学科应用
CiteScore
27.10
自引率
5.80%
发文量
204
审稿时长
42 days
期刊介绍: Computers & Education seeks to advance understanding of how digital technology can improve education by publishing high-quality research that expands both theory and practice. The journal welcomes research papers exploring the pedagogical applications of digital technology, with a focus broad enough to appeal to the wider education community.
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