Vol. 8 No. 2 (2026): Edisi Juni
Open Access
Peer Reviewed

Implementasi Computational Thinking dalam Pembelajaran Sekolah Dasar: Sebuah Systematic Literature Review terhadap Penelitian Tahun 2021-2026

Authors

M. Gunawan Supiarmo , Gilang Primajati

DOI:

10.29303/jm.v8i2.12649

Published:

2026-06-30

Abstract

Computational Thinking (CT) is a crucial 21st-century competency that should be cultivated starting at the primary school level. This study aims to analyze research trends, implementation, and the impact of Computational Thinking in primary school education during the 2021–2026 period. The study employs a Systematic Literature Review (SLR) method based on PRISMA guidelines. A total of 34 articles—sourced from Scopus, ERIC, SpringerLink, ScienceDirect, ProQuest, SINTA, Garuda, and Google Scholar—were analyzed using a descriptive-qualitative approach. The findings indicate an increase in CT research, with increasingly diverse implementation methods such as Scratch, robotics, STEM, Project-Based Learning, educational games, Artificial Intelligence, and unplugged activities. CT implementation has been shown to enhance algorithmic thinking, decomposition, pattern recognition, abstraction, problem-solving, creativity, and student learning motivation. However, implementation still faces challenges regarding teacher competence, curriculum integration, and the development of appropriate assessments. Therefore, strengthening teacher capacity, developing an integrated curriculum, and conducting further research are essential to optimize the implementation of Computational Thinking at the primary school level.

Keywords:

Computational Thinking; Sekolah Dasar; pembelajaran; Systematic Literature Review

References

Aksoy, B. D., Mumcu, F. K., & Günhan, B. C. (2026). Unveiling the nexus: Computational thinking and mathematical modelling in K-12 education- a teacher-centric exploration. Thinking Skills and Creativity, 60, 102049. https://doi.org/10.1016/j.tsc.2025.102049

Angeli, C., & Giannakos, M. (2020). Computational thinking education: Issues and challenges. Computers in Human Behavior, 105, 106185. https://doi.org/10.1016/j.chb.2019.106185

Büscher, C. (2025). Differences in Students’ Computational Thinking Activities when Designing an Algorithm for Drawing Plane Figures. International Journal of Science and Mathematics Education, 23(2), 365–386. https://doi.org/10.1007/s10763-024-10465-3

Cantlon, J. F., Becker, K. T., & DeLong, C. M. (2024). Computational Thinking During a Short, Authentic, Interdisciplinary STEM Experience for Elementary Students. Journal for STEM Education Research, 7(3), 425–443. https://doi.org/10.1007/s41979-024-00117-0

Chen, L.-X., Su, S.-W., Liao, C.-H., Yan, J.-Y., & Yuan, S.-M. (2026). The impact of computational thinking teaching aids on secondary students: A digital game application. Thinking Skills and Creativity, 62, 102222. https://doi.org/10.1016/j.tsc.2026.102222

Dahshan, M., & Galanti, T. (2024). Teachers in the Loop: Integrating Computational Thinking and Mathematics to Build Early Place Value Understanding. Education Sciences, 14(2). https://doi.org/10.3390/educsci14020201

Falloon, G. (2024). Advancing young students’ computational thinking: An investigation of structured curriculum in early years primary schooling. Computers & Education, 216, 105045. https://doi.org/10.1016/j.compedu.2024.105045

Gardeli, A., & Vosinakis, S. (2025). Fostering computational thinking in young students through student generated challenges in tangible mobile augmented reality games. Discover Education, 4(1), 529. https://doi.org/10.1007/s44217-025-00899-4

Holstein, S., & Cohen, A. (2025). Scratch teachers’ perceptions of teaching computational thinking with school subjects in a constructionist approach. Thinking Skills and Creativity, 56, 101772. https://doi.org/10.1016/j.tsc.2025.101772

Jeong, H. (2025). Supporting interest development in gifted software education through computational thinking and project-based learning. Computers and Education Open, 9, 100282. https://doi.org/10.1016/j.caeo.2025.100282

Kopcha, T. J., & Ocak, C. (2023). Children’s computational thinking as the development of a possibility space. Computers and Education Open, 5, 100156. https://doi.org/10.1016/j.caeo.2023.100156

Luo, Q., & Zhang, S. (2026). The Role of Multidimensional Spatial Abilities in Computational Thinking of Young Children. The Asia-Pacific Education Researcher, 35(3), 523–535. https://doi.org/10.1007/s40299-025-01048-z

Ow-Yeong, Y. K., Yeter, I. H., & Ali, F. (2023). Learning data science in elementary school mathematics: A comparative curriculum analysis. International Journal of STEM Education, 10(1), 8. https://doi.org/10.1186/s40594-023-00397-9

Reinhold, F., Sprenger, P., & Staniczek, G. (2025). Introducing computational thinking to second and third graders. Programming whole paths outperforms step-by-step navigation in maze tasks. Computers and Education Open, 8, 100260. https://doi.org/10.1016/j.caeo.2025.100260

Robledo-Castro, C., Castillo-Ossa, L. F., & Hederich-Martínez, C. (2025). Computational thinking training and its effects on working memory, flexibility, and inhibition: Randomized controlled trial in fifth-grade children. Journal of Applied Developmental Psychology, 100, 101850. https://doi.org/10.1016/j.appdev.2025.101850

Shamir, G., & Levin, I. (2026). Cultivating machine learning-related computational thinking in elementary school. Thinking Skills and Creativity, 61, 102177. https://doi.org/10.1016/j.tsc.2026.102177

Studying the effects of educational games on cultivating computational thinking skills to primary school students: A systematic literature review—ProQuest. (n.d.). Retrieved June 30, 2026, from https://www.proquest.com/docview/3126813973/5497B09CE1EB46FDPQ/1?accountid=63046&sourcetype=Scholarly%20Journals

Supiarmo, M. G., Hadi, H. S., & Primajati, G. (2024). Kemampuan Berpikir Komputasional Mahasiswa dalam Mengaplikasikan Metode Simpleks untuk Menyelesaikan Masalah Program Linear. Mandalika Mathematics and Educations Journal, 6(2), 721–738. https://doi.org/10.29303/jm.v6i2.8095

Wilkie, K. J., & Hopkins, S. (2024). Primary students’ relational thinking and computation strategies with concrete-to-symbolic representations of subtraction as difference. The Journal of Mathematical Behavior, 73, 101121. https://doi.org/10.1016/j.jmathb.2023.101121

Yang, W. (2025). A three-phase professional development approach to improving robotics pedagogical knowledge and computational thinking attitude of early childhood teachers. Computers & Education, 231, 105282. https://doi.org/10.1016/j.compedu.2025.105282

Yaxin, X. G., Cady, A. G., & Christine, W. X. (2025). Playful Computational Thinking Learning in and Beyond Early Childhood Classrooms: Insights from Collaborative Action Research of Two Teacher-Researchers. Education Sciences, 15(7). https://doi.org/10.3390/educsci15070840

Author Biographies

M. Gunawan Supiarmo, Universitas Mataram

Author Origin : Indonesia

Gilang Primajati, Universitas Mataram

Author Origin : Indonesia

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How to Cite

Supiarmo, M. G., & Primajati, G. (2026). Implementasi Computational Thinking dalam Pembelajaran Sekolah Dasar: Sebuah Systematic Literature Review terhadap Penelitian Tahun 2021-2026. Mandalika Mathematics and Educations Journal, 8(2), 1644–1660. https://doi.org/10.29303/jm.v8i2.12649

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