Integrating Project-Based Learning With Self-Regulated Learning to Enhance Programming Learning Motivation

IF 4.6 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Peidi Gu, Zui Cheng, Cheng Miaoting, John Poggio, Yan Dong
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引用次数: 0

Abstract

Background

Today, the importance of STEM (Science, Technology, Engineering and Mathematics) education and training is widely recognised and accepted. Computer programming courses have become essential in higher education to nurture students' programming, analysis and computational skills, which are vital for success in all STEM fields and areas.

Objectives

This study evaluated an integrated pedagogical method that combined Project-Based Learning (PBL) and Self-Regulated Learning (SRL) to enhance college students' motivation when learning C programming. While PBL promotes learner-centred environments, it does not automatically foster SRL, which is critical for sustaining engagement and motivation in cognitively demanding programming courses. Although research highlights the importance of both PBL and SRL, studies explicitly combining these frameworks to support motivation, emotion regulation, and learning satisfaction are limited. Our study addresses this gap by integrating SRL scaffolding into the PBL framework, hypothesising that this combination would positively impact students' learning motivation.

Methods

The study used a pre- and post-test quasi-experimental design. A total of 173 students volunteered to participate. Students were randomly assigned to one of three pedagogical design groups: the PBL group, the PBL + SRL group or a control (traditional instruction) group. A one-way analysis of covariance (ANCOVA) was the principal method for data analysis.

Results and Conclusions

The study's findings demonstrated that the proposed PBL + SRL approach effectively enhanced students' intrinsic motivation. This is evidenced by the heightened interest and perceived value of the learning method and reduced tension and pressure throughout the learning process compared to both the standalone PBL and traditional approaches. Furthermore, students in the PBL + SRL group reported the highest self-efficacy and course satisfaction levels.

Contribution

This study pioneered the provision of empirical evidence supporting SRL scaffolding as an effective and timely intervention to improve students' learning motivation beyond using the PBL strategy alone in computer programming courses.

整合专案学习与自主学习,提升程式设计学习动机
如今,STEM(科学、技术、工程和数学)教育和培训的重要性已得到广泛认可和接受。计算机编程课程已经成为高等教育中培养学生编程、分析和计算技能的关键,这些技能对于在所有STEM领域和领域取得成功至关重要。目的探讨项目式学习(PBL)与自我调节式学习(SRL)相结合的综合教学方法对提高大学生C程序设计学习动机的作用。虽然PBL促进了以学习者为中心的环境,但它不会自动培养SRL,而SRL对于在认知要求很高的编程课程中保持参与和动力至关重要。虽然研究强调了PBL和SRL的重要性,但明确结合这两个框架来支持动机、情绪调节和学习满意度的研究是有限的。我们的研究通过将SRL脚手架整合到PBL框架中来解决这一差距,并假设这种组合会对学生的学习动机产生积极的影响。方法采用测试前和测试后准实验设计。共有173名学生自愿参加。学生被随机分配到三个教学设计组:PBL组,PBL + SRL组或对照组(传统教学)组。单向协方差分析(ANCOVA)是数据分析的主要方法。结果与结论本研究的结果表明,PBL + SRL方法有效地增强了学生的内在动机。与独立的PBL和传统方法相比,这种学习方法的趣味性和感知价值都有所提高,并且在整个学习过程中减少了紧张和压力。此外,PBL + SRL组的学生自我效能感和课程满意度最高。本研究开创性地提供了经验证据,支持SRL脚手架作为一种有效而及时的干预手段,在计算机编程课程中超越单独使用PBL策略来提高学生的学习动机。
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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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