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Direct linkChen Sun; Stephanie Yang; Betsy Becker – Journal of Educational Computing Research, 2024
Computational thinking (CT), an essential 21st century skill, incorporates key computer science concepts such as abstraction, algorithms, and debugging. Debugging is particularly underrepresented in the CT training literature. This multi-level meta-analysis focused on debugging as a core CT skill, and investigated the effects of various debugging…
Descriptors: Troubleshooting, Computation, Thinking Skills, Intervention
Xiaowen Wang; Kan Kan Chan; Qianru Li; Shing On Leung – Journal of Educational Computing Research, 2024
The interest in Computational Thinking (CT) development among young learners increases with the number of studies located in literature. In this study, a meta-analysis was conducted to address two main objectives: (a) the effectiveness of empirical interventions on the development of CT in children aged of 3-8 years; and (b) the variables that…
Descriptors: Young Children, Computation, Thinking Skills, Meta Analysis
Lu, Zhuotao; Chiu, Ming M.; Cui, Yunhuo; Mao, Weijie; Lei, Hao – Journal of Educational Computing Research, 2023
This meta-analysis determined game-based learning's (GBL) overall effect on students' computational thinking (CT) and tested for moderators, using 28 effect sizes from 24 studies of 2,134 participants. The random effects model results showed that GBL had a significant positive overall effect on students' CT (g = 0.677, 95% confidence interval…
Descriptors: Game Based Learning, Computation, Thinking Skills, Meta Analysis
