Dynamic interplays between self-regulated learning and computational thinking in primary school students through animations and worksheets

IF 8.9 1区 教育学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers & Education Pub Date : 2024-07-25 DOI:10.1016/j.compedu.2024.105126
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Abstract

Recent studies identify Self-Regulated Learning (SRL) as a key factor in enhancing cognitive development, particularly within Computational Thinking (CT) literature. However, research gaps remain in understanding how SRL and CT interact from a developmental perspective. Our study designed a program with tailored animations and worksheets to specifically foster students' learning and cognitive development. Using a mixed-methods approach, we administered surveys among 1235 students from 29 Hong Kong primary schools to investigate a dynamic learning system comprising SRL and CT in a large-scale CT program. Additionally, semi-structured interviews were conducted with 15 students to further probe insights. Quantitative findings revealed a mutually reinforcing relationship in the dynamic system, suggesting that higher SRL skills enhance cognitive CT abilities, and vice versa. Complementing these results, qualitative findings showed that integrating animations and worksheets into the CT program significantly boosted students' SRL and cognitive development. These findings have significant implications for educational practices and curriculum design. Schools should consider implementing SRL strategies, such as proactive goal setting and reflective evaluation, within their curricula to promote students’ cognitive development. Furthermore, strategic investments in educational technology, including collaborations with EdTech developers, are essential to create effective, pedagogically sound tools that enhance learning outcomes. These insights provide valuable guidance for creating a supportive SRL environment that fosters cognitive development in primary school education.

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通过动画和工作表实现小学生自律学习与计算思维的动态互动
最近的研究发现,自我调节学习(SRL)是促进认知发展的一个关键因素,特别是在计算思维(CT)文献中。然而,在从发展角度理解自律学习和计算思维如何相互作用方面仍存在研究空白。我们的研究设计了一个包含量身定制的动画和工作表的程序,以专门促进学生的学习和认知发展。我们采用混合方法,对来自 29 所香港小学的 1235 名学生进行了问卷调查,以研究大型计算机辅助学习项目中由自学能力和计算机辅助学习组成的动态学习系统。此外,我们还对 15 名学生进行了半结构式访谈,以进一步探究他们的见解。定量研究结果表明,动态系统中的自学能力与认知能力之间存在相互促进的关系,即自学能力越高,认知能力越强,反之亦然。与这些结果相辅相成的是,定性研究结果表明,将动画和工作表融入计算机辅助学习课程能显著促进学生的自学能力和认知发展。这些发现对教育实践和课程设计具有重要意义。学校应考虑在课程中实施自学能力策略,如主动设定目标和反思性评价,以促进学生的认知发展。此外,对教育技术的战略性投资,包括与教育技术开发商的合作,对于创造有效的、教学上合理的工具以提高学习成果至关重要。这些见解为在小学教育中营造促进认知发展的支持性自学学习环境提供了宝贵的指导。
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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.
期刊最新文献
The effectiveness of personalized technology-enhanced learning in higher education: A meta-analysis with association rule mining A systematic review of technology-enabled teacher professional development during COVID -19 pandemic Uncovering student profiles. An explainable cluster analysis approach to PISA 2022 Pedagogical agent design for K-12 education: A systematic review Editorial Board
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