A joint evaluation method of regulated-learning and cognitive quality in collaborative knowledge building

IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Journal of Computer Assisted Learning Pub Date : 2024-04-10 DOI:10.1111/jcal.12985
Yu Gao, Linjing Wu, Xiaotong Lv, Xinqian Ma, Qingtang Liu
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引用次数: 0

Abstract

Background

Both socially regulated learning and cognitive quality are important factors affecting collaborative knowledge building, but the current research lacks a joint quantified evaluation method that combines these two aspects.

Objectives

Based on the existing framework, we proposed a joint evaluation method for regulated learning and cognitive quality in collaborative knowledge building, and further extracted the evaluation indicators.

Methods

This study involved 74 learners enrolled in a course named ‘the Application of Modern Educational Technology’ as the subject of study, and made a case analysis with this method.

Results and Conclusions

First, the indicators of this joint evaluation method could complement the indicators of traditional frequency statistics methods and facilitate an analysis of regulated learning and cognitive quality in collaborative knowledge building. Second, the group with a higher proportion of high-level cognitive quality and socially shared regulation in collaborative knowledge building achieved better final scores. Finally, four types of groups were obtained through clustering: excellent, risky, mixed group, and highly collaborative group. This study introduced a joint evaluation method for regulated learning and cognitive quality in collaborative knowledge building and provides suggestions for future research.

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协作式知识构建中规范学习和认知质量的联合评价方法
背景社会性规范学习和认知质量都是影响协作式知识建构的重要因素,但目前的研究缺乏将这两方面结合起来的联合量化评价方法。目的在现有框架的基础上,提出协作式知识建构中规范学习和认知质量的联合评价方法,并进一步提取评价指标。方法本研究以《现代教育技术应用》课程的 74 名学习者为研究对象,采用该方法进行案例分析。结果与结论首先,该联合评价方法的指标可以与传统频率统计方法的指标互补,便于分析协作知识建构中的规范学习和认知质量。其次,在协作式知识建构中,高层次认知质量和社会共享调控比例较高的小组取得了较好的最终得分。最后,通过聚类得到了四种类型的小组:优秀组、风险组、混合组和高度协作组。本研究介绍了协作式知识建构中调控学习和认知质量的联合评价方法,并为今后的研究提供了建议。
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来源期刊
Journal of Computer Assisted Learning
Journal of Computer Assisted Learning EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
9.70
自引率
6.00%
发文量
116
期刊介绍: The Journal of Computer Assisted Learning is an international peer-reviewed journal which covers the whole range of uses of information and communication technology to support learning and knowledge exchange. It aims to provide a medium for communication among researchers as well as a channel linking researchers, practitioners, and policy makers. JCAL is also a rich source of material for master and PhD students in areas such as educational psychology, the learning sciences, instructional technology, instructional design, collaborative learning, intelligent learning systems, learning analytics, open, distance and networked learning, and educational evaluation and assessment. This is the case for formal (e.g., schools), non-formal (e.g., workplace learning) and informal learning (e.g., museums and libraries) situations and environments. Volumes often include one Special Issue which these provides readers with a broad and in-depth perspective on a specific topic. First published in 1985, JCAL continues to have the aim of making the outcomes of contemporary research and experience accessible. During this period there have been major technological advances offering new opportunities and approaches in the use of a wide range of technologies to support learning and knowledge transfer more generally. There is currently much emphasis on the use of network functionality and the challenges its appropriate uses pose to teachers/tutors working with students locally and at a distance. JCAL welcomes: -Empirical reports, single studies or programmatic series of studies on the use of computers and information technologies in learning and assessment -Critical and original meta-reviews of literature on the use of computers for learning -Empirical studies on the design and development of innovative technology-based systems for learning -Conceptual articles on issues relating to the Aims and Scope
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