Collaborative Learning in Programming Education: Effects on Self-Efficacy and Self-Regulation among 6th Grade Students

This study examines the impact of programming instruction using collaborative learning techniques on secondary school students’ programming self-efficacy and self-regulation skills. The participants were 43 sixth-grade students from a public school in Türkiye during the 2024-2025 academic year. A quasi-experimental design with pre-test and post-test control groups was used. For eight weeks, the experimental group received two hours per week of programming and problem-solving instruction through collaborative learning, while the control group followed standard curriculum methods. Data were collected using the Perceived Self-Regulation Scale and the Programming Self-Efficacy Scale, and analyzed with the Dependent Samples t-test, the Independent Samples t-test, the Mann-Whitney U test, and the Wilcoxon Signed-Rank test in SPSS. Results showed that the experimental group had significantly higher programming self-efficacy and self-regulation skills than the control group. These findings indicate that collaborative learning approaches can effectively improve both cognitive and metacognitive skills in secondary school programming education.

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Publication Details

Journal
Journal of Computer and Education Research
Published
2026-03-03
DOI
https://doi.org/10.18009/jcer.1725535
Primary Topic
Teaching and Learning Programming
Type
article
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article

Collaborative Learning in Programming Education: Effects on Self-Efficacy and Self-Regulation among 6th Grade Students

Mustafa Öztürk Akçaoğlu, Mehmet Derviş
Journal of Computer and Education Research
Teaching and Learning Programming
article

Collaborative Learning in Programming Education: Effects on Self-Efficacy and Self-Regulation among 6th Grade Students

Mustafa Öztürk Akçaoğlu, Mehmet Derviş
article en

Abstract

This study examines the impact of programming instruction using collaborative learning techniques on secondary school students’ programming self-efficacy and self-regulation skills. The participants were 43 sixth-grade students from a public school in Türkiye during the 2024-2025 academic year. A quasi-experimental design with pre-test and post-test control groups was used. For eight weeks, the experimental group received two hours per week of programming and problem-solving instruction through collaborative learning, while the control group followed standard curriculum methods. Data were collected using the Perceived Self-Regulation Scale and the Programming Self-Efficacy Scale, and analyzed with the Dependent Samples t-test, the Independent Samples t-test, the Mann-Whitney U test, and the Wilcoxon Signed-Rank test in SPSS. Results showed that the experimental group had significantly higher programming self-efficacy and self-regulation skills than the control group. These findings indicate that collaborative learning approaches can effectively improve both cognitive and metacognitive skills in secondary school programming education.

Journal of Computer and Education ResearchVol. 14
Kastamonu University (TR)
Quality Education
Openalex Percentile: Top 49%
Teaching and Learning Programming
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Collaborative Learning in Programming Education: Effects on Self-Efficacy and Self-Regulation among 6th Grade Students — Mustafa Öztürk Akçaoğlu, Mehmet Derviş · Journal of Computer and Education Research (2026) | TGRS Research Map | TGRS