SYSTEMATIC LITERATURE REVIEW: INTEGRASI COMPUTATIONAL THIKING DALAM PEMBELAJARAN MATEMATIKA

Authors

  • Imelda Yohana Lake Universitas Pendidikan Ganesha
  • I Nyoman Yudi Hartawan Universitas Pendidikan Ganesha
  • Gusti Ayu Mahayukti Universitas Pendidikan Ganesha
  • I Made Ardana Universitas Pendidikan Ganesha

DOI:

https://doi.org/10.46773/8t246c78

Keywords:

computational thinking, pembelajaran matematika, pendidikan matematika

Abstract

Pembelajaran matematika masih menghadapi berbagai tantangan, terutama dalam meningkatkan kemampuan berpikir tingkat tinggi, pemecahan masalah, dan keterlibatan peserta didik dalam proses pembelajaran. Salah satu pendekatan yang banyak dikembangkan adalah integrasi Computational Thinking dalam pembelajaran matematika. Penelitian ini bertujuan untuk menganalisis implementasi dan efektivitas integrasi Computational Thinking dalam pembelajaran matematika melalui metode Systematic Literature Review (SLR). Penelitian dilakukan dengan mengacu pada protokol PRISMA yang meliputi tahapan identification, screening, eligibility, dan included. Data diperoleh dari artikel ilmiah terindeks SINTA, Scopus, DOAJ, dan ERIC pada rentang tahun 2021–2025 melalui penelusuran Google Scholar berbantuan Publish or Perish. Hasil seleksi menjunjukkan terdapat 7 artikel utama yang memenuhi kriteria inklusi dan eksklusi penelitian. Hasil kajian menunjukkan bahwa integrasi Computational Thinking berdampak positif terhadap peningkatan kemampuan pemecahan masalah, berpikir kritis, berpikir logis, kreativitas, keterlibatan belajar, serta performa belajar peserta didik dalam pembelajaran matematika. Selain itu, integrasi Computational Thinking melalui pendekatan STEAM, pemrograman Scratch, permainan digital, pembelajaran STEM, dan robotika menciptakan pembelajaran yang lebih interaktif, kontekstual, dan berpusat pada peserta didik. Namun demikian, implementasinya masih menghadapi beberapa tantangan, seperti kesiapan guru, keterbatasan teknologi, dan perbedaan kemampuan digital peserta didik. Dengan demikian, integrasi Computational Thinking dipandang sebagai pendekatan inovatif dan relevan untuk mendukung pembelajaran matematika di era digital.



References

Bråting, K., & Kilhamn, C. (2021). Exploring the intersection of algebraic and computational thinking. Mathematical Thinking and Learning, 23(2), 170–185.

Haqqi, H.; Wijayanti, H. (2019). Revolusi industri 4.0 di tengah society 5.0: Sebuah integrasi ruang, terobosan teknologi, dan transformasi kehidupan di era disruptif. Anak Hebat indonesia.

Helsa, Y., Fauzan, A., & Yerizon. (2023). Computational thinking in mathematics learning based on PISA framework. Journal of Mathematics Education, 14(1), 55–67.

Hurt, S., Holmes, V.-L., & Sherin, M. G. (2023). Problem solving and computational thinking in mathematics education. Journal of Mathematical Behavior, 70, 101035.

Kahar, M. S., Anwar, Z., & Murpri, D. K. (2021). Pendidikan di era revolusi industri 4.0 menuju era society 5.0. Jurnal Pendidikan Tambusai, 5(2), 4050–4057.

Kallia, M., Van Borkulo, S. P., Drijvers, P., Barendsen, E., & Tolboom, J. (2021). Characterising computational thinking in mathematics education: A literature-informed Delphi study. Research in Mathematics Education, 23(2), 159–187. https://doi.org/10.1080/14794802.2020.1852104

Katerina, T., Putri, D., & Hidayat, W. (2022). Computational thinking and 21st century skills in education. Journal of Educational Science and Technology, 8(1), 12–20.

Lam, O., Allen, N., & Huiyan, L. (2023). Exploring computational thinking as a boundary object between mathematics and computer programming for STEM teaching and learning. 11858.

Looi, C., Chan, S., Wu, L. W., Mi, H., Kim, S., & Sun, D. (2024). Exploring Computational Thinking in the Context of Mathematics Learning in Secondary Schools : Dispositions , Engagement and Learning Performance. 10763. https://doi.org/10.1007/s10763-023-10419-1

Maharani, S., Kholid, M. N., & Pradana, L. N. (2020). Computational thinking and mathematical thinking in mathematics learning. Journal of Physics: Conference Series, 1465(1), 012045. https://doi.org/10.1088/1742-6596/1465/1/012045

Marchelin, A., Putra, R. B., & Hidayat, E. (2022). Analysis of students’ computational thinking ability in mathematics learning. Jurnal Pendidikan Matematika Indonesia, 7(2), 88–96.

Ng, O.-L., Leung, A., & Ye, H. (2023). Exploring computational thinking as a boundary object between mathematics and computer programming for STEM teaching and learning. ZDM Mathematics Education, 55, 1315–1329. https://doi.org/10.1007/s11858-023-01509-z

Pringgandinie, D. R., Putri, A. M., & Rahayu, S. (2022). Computational thinking in mathematics curriculum development. Jurnal Pendidikan Matematika, 16(1), 33–44.

Rich, K. M., Browning, S. F., Perkins, M., Shoop, T., Yoshikawa, E., & Belikov, O. (2022). Computational thinking practices as tools for creating high cognitive demand mathematics instruction. Educational Studies in Mathematics, 111(3), 679–702. https://doi.org/10.1007/s10649-022-10154-z

Sala-Sebastià, G., Breda, A., Seckel, M. J., Farsani, D., & Alsina, À. (2023). Didactic–Mathematical–Computational Knowledge of Future Teachers When Solving and Designing Robotics Problems. Axioms, 12(2), 119. https://doi.org/10.3390/axioms12020119

Soboleva, E. V., Sabirova, E. G., Babieva, N. S., Sergeeva, M. G., & Torkunova, J. V. (2021). Formation of computational thinking skills using computer games in teaching mathematics. EURASIA Journal of Mathematics, Science and Technology Education, 17(10), iem2012.

Supiarmo, M. G., Turmudi, & Prabawanto, S. (2021). Students’ computational thinking in mathematics learning. Journal of Physics: Conference Series, 1806(1), 012071. https://doi.org/10.1088/1742-6596/1806/1/012071

Tan, L., Lee, S., & Lee, M. H. (2021). Exploring the effectiveness of STEAM integrated approach via Scratch on computational thinking. EURASIA Journal of Mathematics, Science and Technology Education, 17(3), em1943. https://doi.org/10.29333/ejmste/9576

Usmaedi. (2021). Education curriculum for society 5.0 in the next decade. Jurnal Pendidikan Dasar Setiabudhi, 4(2), 63–79.

Wing, J. M. (2006). Computational thinking. Communications of the ACM, 49(3), 33–35. https://doi.org/10.1145/1118178.1118215

Ye, H., Lee, K., & Wong, N. Y. (2023). Computational thinking and mathematical learning in the digital era. Mathematics Education Research Journal, 35(4), 711–728.

Zahid, M. Z. (2021). Computational thinking in PISA mathematics framework. Journal of Mathematics and Science Education, 9(1), 55–64.

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Published

2026-07-04