Developing a Mathematics Instructional Model to Enhance Computational Thinking Skills among Pre-service Mathematics Teachers in Support of the Sustainable Development Goals: A Bibliometric Analysis and Empirical Study
), Kanyarat Cojorn(2),
(1) Mahasarakham University
(2) Mahasarakham University
Corresponding Author
Abstract
Keywords
References
Cui, Z., and Ng, O.-L. (2021). The interplay between mathematical and computational thinking in primary school students’ mathematical problem-solving within a programming environment. Journal of Educational Computing Research, 59(5), 988-1012.
Ersozlu, Z., Swartz, M., and Skourdoumbis, A. (2023). Developing computational thinking through mathematics: An evaluative scientific mapping. Education Sciences, 13(4), 422.
Fauzi, A. L., Kusumah, Y. S., Nurlaelah, E., and Juandi, D. (2024). Computational thinking in mathematics education: A systematic literature review on its implementation and impact on students’ learning. Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran, dan Pembelajaran, 10(2), 640-653.
Fry, G. W., and Bi, H. (2013). The evolution of educational reform in Thailand: The Thai educational paradox. Journal of Educational Administration, 51(3), 290-319.
Hamed, A. S. A., Wong, S. L., Rani, M. Z. A., Khambari, M. N. M., Rahim, N. A. A., Khalid, F., Moses, P., and Teh, L. J. (2024). Computational thinking proficiency among pre-service teachers at Universiti Putra Malaysia. Bulletin of the Technical Committee on Learning Technology, 24, 13-20.
Haşlaman, T., Mumcu, F. K., and Uslu, N. A. (2024). Fostering computational thinking through digital storytelling: a distinctive approach to promoting computational thinking skills of pre-service teachers. Education and Information Technologies, 29(14), 18121-18147.
Kallia, M., van Borkulo, S. P., Drijvers, P. H. M., Barendsen, E., and Tolboom, J. (2021). Characterising computational thinking in mathematics education: A literature-informed Delphi study. Research in Mathematics Education, 23(2), 159-187.
Katchapakirin, K., Anutariya, C., and Supnithi, T. (2022). ScratchThAI: A conversation-based learning support framework for computational thinking development. Education and Information Technologies, 27(6), 8533-8560.
Kite, V., Park, S., and Wiebe, E. (2021). The code-centric nature of computational thinking education: A review of trends and issues in computational thinking education research. SAGE Open, 11(2), 21582440211016418.
Maharani, S., Agustina, Z. F., and Kholid, M. N. (2021). Exploring prospective mathematics teachers’ computational thinking in solving pattern geometry problems. Al-Ishlah: Jurnal Pendidikan, 13(3), 1756-1767.
Maryanti, R., Rahayu, N. I., Muktiarni, M., Al Husaeni, D. F., Hufad, A., Sunardi, S., and Nandiyanto, A. B. D. (2022). Sustainable development goals (SDGs) in science education: Definition, literature review, and bibliometric analysis. Journal of Engineering Science and Technology, 17(6), 161-181.
Philuek, W., Janyarat, S., and Kittisunthonphisarn, N. (2025). Computational thinking and metacognition of preservice teacher students in digital technology. Social Sciences Research and Academic Journal, 20(3), 89-104.
Rodrigues, R. N., Costa, C., and Martins, F. (2024). Integration of computational thinking in initial teacher training for primary schools: a systematic review. Frontiers in Education, 9, 1330065.
Subramaniam, S., Maat, S. M., and Mahmud, M. S. (2022). Computational thinking in mathematics education: a systematic review. Cypriot Journal of Educational Sciences, 17(6), 2029-2044.
Vallori, A. B. (2014). Meaningful learning in practice. Journal of Education and Human Development, 3(4), 199-209.
Weintrop, D., Beheshti, E., Horn, M. S., Orton, K., Jona, K., Trouille, L., and Wilensky, U. (2016). Defining computational thinking for mathematics and science classrooms. Journal of Science Education and Technology, 25(1), 127-147.
Wing, J. M. (2006). Computational thinking. Communications of the ACM, 49(3), 33-35.
Yadav, A., Stephenson, C., and Hong, H. (2017). Computational thinking for teacher education. Communications of the ACM, 60(4), 55-62.
Yun, M., and Crippen, K. J. (2025). Computational thinking integration into pre-service science teacher education: A systematic review. Journal of Science Teacher Education, 36(2), 225-254.
Article Metrics
Abstract View
: 22 times
Download : 27 times
Refbacks
- There are currently no refbacks.
Copyright (c) 2026 Bumi Publikasi Nusantara

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.








