Profil Computational Thinking Dalam Menyelesaikan Soal HOTS Matematika
Abstract
This study aims to describe the Computational Thinking (CT) profiles of elementary school students in solving higher-order thinking skills (HOTS) math problems on the topic of plane figures. The study employed a descriptive qualitative approach with five fifth-grade students selected through purposive sampling. Data were collected through tests, observations, and documentation, then analyzed based on four indicators of Computational Thinking: decomposition, pattern recognition, abstraction, and algorithmic thinking. The results showed that most students were able to perform decomposition and algorithmic thinking but still struggled with pattern recognition and abstraction, which affected the accuracy of their problem-solving. These findings suggest that mathematics instruction needs to develop computational thinking skills so that students’ higher-order thinking and problem-solving abilities can be further optimized.
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Aminah, N., Sukestiyarno, Y. L., Cahyono, A. N., & Maat, S. M. (2023). Student activities in solving mathematics problems with a computational thinking using Scratch. International Journal of Evaluation and Research in Education, 12(2), 613–621. https://doi.org/10.11591/ijere.v12i2.23308
Cahdriyana, R. A., & Richardo, R. (2020). Berpikir Komputasi dalam Pembelajaran Matematika. LITERASI (Jurnal Ilmu Pendidikan), 11(1), 50–56. https://doi.org/10.21927/literasi.2020.11(1).50-56
Dahlstrom-Hakki, I., Alstad, Z., & Banerjee, M. (2020). Comparing Synchronous and Asynchronous Online Discussions for Students with Disabilities: The Impact of Social Presence.
Darma, Y., Firdaus, M., & Haryadi, R. (2018). Kemampuan Pemecahan Masalah Matematis Siswa pada Pembelajaran Matematika. Jurnal Pendidikan Matematika, 12(1), 45–54.
Fauzi, A. L., Kusumah, Y. S., Nurlaelah, E., & 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. https://doi.org/10.33394/jk.v10i2.11140
Grover, S., & Pea, R. (2018). Computational Thinking: A Competency Whose Time Has Come. In S. Sentance, E. Barendsen, & C. Schulte (Eds.), Computer Science Education: Perspectives on Teaching and Learning in School (pp. 19–38).
Bloomsbury Academic.
Gunur, B., Lalus, E., & Ali, F. A. (2019). Pemahaman Konsep Matematis Siswa Melalui Penerapan Model Pembelajaran Inkuiri Terbimbing.Irawan, E., Rosjanuardi, R., & Prabawanto, S. (2024). Advancing Computational Thinking in Mathematics Education: A Systematic Review of Indonesian Research Landscape. JTAM (Jurnal Teori dan Aplikasi Matematika), 8(1), 176. https://doi.org/10.31764/jtam.v8i1.17516
Lee, I., Grover, S., Martin, F., Pillai, S., & Malyn-Smith, J. (2020). Computational Thinking from a Disciplinary Perspective: Integrating Computational Thinking in K-12 Science, Technology, Engineering, and Mathematics Education. Journal of Science Education and Technology, 29(1), 1–8. https://doi.org/10.1007/s10956-019-09803-w
Li, Q., & Baker, R. (2018). The Different Relationships Between Engagement and Outcomes Across Participant Subgroups in Massive Open Online Courses.
Mirolo, C., Izu, C., Lonati, V., & Scapin, E. (2021). Abstraction in Computer Science Education: An Overview. Informatics in Education, 20(4), 615–639. https://doi.org/10.15388/INFEDU.2021.27
Mohd Hadib, N. U., Hidayat, R., Zulkarnin, N., Azman, N., & Zunaidi, M. H. (2022). Computational Thinking in Mathematics Education among Primary School Students: A Systematic Literature Review. Jurnal Pendidikan Sains dan Matematik Malaysia, 12(2), 22–38. https://doi.org/10.37134/jpsmm.vol12.2.2.2022
Mulyono, B., & Hapizah. (2018). Pemahaman Konsep dalam Pembelajaran Matematika. Jurnal Pendidikan Matematika, 3(2), 103–122.
Nahdi, D. S. (2019). Keterampilan Matematika di Abad 21. Jurnal Cakrawala Pendas, 5(2), 133.
Nordby, M., Bjerke, A. H., & Mifsud, L. (2022). Computational Thinking in Primary Mathematics Education: A Systematic Review. Education Sciences, 12(10), 714. https://doi.org/10.3390/educsci12100714
Pebrianti, A., Usdiyana, D., Dedy, E., & Sudihartinih, E. (2023). Kesulitan Siswa dalam Menyelesaikan Soal Pemecahan Masalah Ditinjau dari Kemampuan Awal Matematika Siswa. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 12(3), 3530–3541. https://doi.org/10.24127/ajpm.v12i3.7400
Pramesti, A. D., Widodo, S. A., & Turmudi. (2025). Students' Abstraction Ability in Solving Mathematics Problems Based on Computational Thinking. Journal on Mathematics Education, 16(1), 67–82.
Puspa Hanan, M., & Alexander Alim, J. (2023). Analisis Kesulitan Belajar Matematika Siswa Kelas VI Sekolah Dasar pada Materi Geometri.
Rafianti, I., Anriani, N., & Iskandar, K. (2018). Pengembangan Perangkat Pembelajaran Matematika dalam Mendukung Kemampuan Abad 21. Jurnal Pendidikan Matematika, 3(1), 123–138.
Rodríguez del Rey, J., Cilleruelo, E., & Santiago, R. (2021). Computational Thinking Development in Primary School: A Systematic Review. Education Sciences, 11(7), https://doi.org/10.3390/educsci11070340
Shute, V. J., Sun, C., & Asbell-Clarke, J. (2017). Demystifying Computational Thinking. Educational Research Review, 22, 142–158. https://doi.org/10.1016/j.edurev.2017.09.003
Silva, V. R., Dembogurski, B., & Semaan, G. S. (2021). Computational Thinking in Mathematics Education: A Review of Empirical Research. International Journal of Mathematical Education in Science and Technology, 52(8), 1201–1218.
Solehudin, S., Darhim, D., & Herman, T. (2024). Analisis Kemampuan Dekomposisi Computational Thinking Siswa pada Materi Sistem Persamaan Linear Dua Variabel. Jurnal Perspektif, 8(2), 218. https://doi.org/10.15575/jp.v8i2.304
Subramaniam, S., Maat, S. M., & Mahmud, M. S. (2022). Computational Thinking in Mathematics Education: A Systematic Review. Cypriot Journal of Educational Sciences, 17(6), 2029–2044. https://doi.org/10.18844/cjes.v17i6.7494
Tang, X., Yin, Y., Lin, Q., Hadad, R., & Zhai, X. (2020). Assessing Computational Thinking: A Systematic Review of Empirical Studies.
Tsortanidou, X., Dagdilelis, V., & Evangelidis, G. (2023). Computational Thinking Skills in Primary Education: A Systematic Literature Review. Education and Information Technologies, 28(9), 11123–11149. https://doi.org/10.1007/s10639-023-11628-3
Turner, R. (2021). Computational Abstraction. Entropy, 23(2), 1–25. https://doi.org/10.3390/e23020213
Wing, J. M. (2017). Computational Thinking's Influence on Research and Education for All. Italian Journal of Educational Technology, 25(2), 7–14. https://doi.org/10.17471/2499-4324/922
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