The Effect of Scratch-Assisted Problem-Based Learning on Students’ Mathematical Computational Thinking Skills
DOI:
https://doi.org/10.35706/radian.v5i1.13473Keywords:
Linear Equations and Inequalities, Mathematical Computational Thinking, Mathematics Learning, Problem-Based Learning, ScratchAbstract
Computational thinking in mathematics is important to develop through learning, but students are not accustomed to activities involving decomposition, pattern recognition, abstraction, and algorithmic thinking. This study aims to determine whether students' mathematical computational thinking abilities after learning through PBL assisted by Scratch are better than those of students who learn without it. This study uses a quantitative approach with a quasi-experimental method. The sample consists of class VIII D as the experimental class with 35 students, and VIII G as the control class with 33 students, at SMPN 4 Tasikmalaya. The instrument was a computational thinking ability test validated by expert lecturers and tried out on class IX J students. Data were analysed using descriptive statistics, the Shapiro-Wilk normality test, the Levene homogeneity test, and the one-tailed Independent Sample T-Test at a 5% significance level. Results showed that the experimental class obtained an average score of 75.51, while the control class obtained 69.55. The one-tailed p-value was 0.001 < 0.05, so H₀ was rejected. Thus, students taught through Scratch-assisted PBL had better mathematical computational thinking abilities than those taught through PBL without Scratch. These findings indicate that Scratch can support PBL as an interactive medium that helps students solve mathematical problems in a more systematic, logical, and structured manner.
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Agung, G. H., Amalia, I. R., Faizah, N. A., & Ardiansyah, A. S. (2023). Problem Based Learning Berbantuan Scratch Bernuansa Etnomatematika Cagar Budaya Kota Semarang Terhadap Kemampuan Berpikir Kritis Siswa. PRISMA, Prosiding Seminar Nasional Matematika, 6(2022), 670–675. https://journal.unnes.ac.id/sju/index.php/prisma/
Anwar, K., Kamid, Kurniawan, W., Sofidar, & Alrizal. (2025). Peningkatan Ketrampilan Berfikir Computational Thinking Dalam Pembelajaran Berbasis Programming-Matematika Menggunakan Menggunakan Scratch Jurnal Pengabdian Masyarakat ( JUPEMA ). Jurnal Pengabdian Masyarakat ( JUPEMA ), 04(01), 50–60.
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
Efwan, N. S., Afriansyah, E. A., Luritawaty, I. P., Arwadi, F., & Yadav, D. K. (2024). The Level of students' mathematical creative thinking skills as measured by their self-confidence. International Journal of Didactic Mathematics in Distance Education, 1(2), 125-136.
Gunawan, Y., Putra, Z. H., Antosa, Z., Dahnilsyah, D., & Tjoe, H. (2023). The effect of gender on fifth-grade students’ computational thinking skills. Mosharafa: Jurnal Pendidikan Matematika, 12(3), 465-476. https://doi.org/10.31980/mosharafa.v12i3.820
Gusteti, M. U., & Neviyarni. (2022). Pembelajaran Berderensiasi pada Pembelajaran Matematika di Kurikulum Merdeka. Lebesgue: Jurnal Ilmiah Pendidikan Matematika, Matematika Dan Statistika, 3(3), 170–184. https://doi.org/10.4324/9781003175735-15
Junaeti, E., Herman, T., Priatna, N., Dasari, D., & Juandi, D. (2023). Students' Computational Thinking Ability in Calculating an Area Using The Limit of Riemann Sum Approach. Mosharafa: Jurnal Pendidikan Matematika, 12(2), 215-228. https://doi.org/10.31980/mosharafa.v12i2.778
Kementerian Pendidikan dan Kebudayaan. (2019). Pedoman implementasi muatan/mata pelajaran Informatika Kurikulum 2013: Jenjang pendidikan dasar dan menengah. Badan Penelitian dan Pengembangan, Pusat Kurikulum dan Pembelajaran.
Kresnadi, H., Ghasya, D. A. V., & Pranata, R. (2023). Analisis Kemampuan Computational Thinking Berdasarkan Tahap Dekomposisi Dan Pengenalan Pola Siswa Di Kelas Iii Sdn 03 Toho. Jurnal Review Pendidikan Dan Pengajaran, Volume 6 N, 1281–1285.
Lestari, S. & Roesdiana, L. (2023). Analisis Kemampuan Berpikir Komputasional Matematis Siswa Pada Materi Program Linear. Range: Jurnal Pendidikan Matematika, 4 (2), 178-188.
Mukhibin, A., Herman, T., Aulia, L. S., & Firdaus, H. (2024). Integrating computational thinking in STEM learning: An effort to improve students’ problem-solving skills. Mosharafa: Jurnal Pendidikan Matematika, 13(1), 49-62. https://doi.org/10.31980/mosharafa.v13i1.1975
Muttaqin, S. (2024). Pengaruh game edukatif dalam menunjang kemampuan berpikir komputasional. Prosiding Seminar Nasional Pendidikan Biologi, 10(1), 165–170.
Nabilah, A. P., Alindra, A. L., Nurhikmah, I., Fauziyah, N. N., Herlina, P., Febriyanti, R., & Prayoga, R. (2024). Penggunaan media Scratch meningkatkan motivasi belajar dan kemampuan berpikir kreatif matematis siswa. Jurnal Pendidikan Tambusai, 8(1), 1975–1986. https://doi.org/10.31004/jptam.v8i1.12694.
Nalman, A. R., Susanta, A., & Hanifah, H. (2023). Pengaruh Model Pembelajaran Problem Based Learning (PBL) Terhadap Kemampuan Pemahaman Konsep dan Kemampuan Pemecahan Masalah Matematika Siswa Kelas VIII SMP Negeri 10 Kota Bengkulu. Journal on Education, 6(1), 12–24. https://doi.org/10.31004/joe.v6i1.2909
Nunut, I., Kadir, & Asrul, S. (2016). Pengaruh Pembelajaran Berbasis Masalah Terhadap Kemampuan Berpikir Kritis Matematis Siswa SMA. Pasundan Journal of Mathematics Education : Jurnal Pendidikan Matematika, Vol 6 No. 2, 37–45. https://doi.org/10.23969/pjme.v6i2.2650
Nurohman, S., Purnomo, Y. W., Munzil, M., Prabawa, H. W., Wardani, R., & Utomo, B. (2022). Computational thinking dalam pembelajaran. Direktorat Pendidikan Profesi Guru, Direktorat Jenderal Guru dan Tenaga Kependidikan, Kementerian Pendidikan, Kebudayaan, Riset dan Teknologi.
Papatga, E., & Ersoy, A. (2016). Improving reading comprehension skills through the SCRATCH program. International Electronic Journal of Elementary Education, 9(1), 124–150.
Putri, R. O., Nugroho, A. S., & Umam, N. K. (2023). Pengaruh Model Problem Based Learning Terhadap Kemampuan Berpikir Kritis Siswa Kelas V Sekolah Dasar Pada Pelajaran IPS Corresponding author : 4(2), 1–10.
Rinaldi, E., & Afriansyah, E. A. (2019). Perbandingan kemampuan pemecahan masalah matematis siswa antara problem centered learning dan problem based learning. NUMERICAL: Jurnal Matematika dan Pendidikan Matematika, 9-18.
Rosita, N. T., Putra, B. Y. G., & Suhendar, Y. (2026). Needs Analysis: Developing Scratch Media with Sumedang Local Wisdom to Enhance Students' Computational Thinking. Mosharafa: Jurnal Pendidikan Matematika, 15(1), 182-199. https://doi.org/10.31980/mosharafa.v15i1.3623
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
Supriatin, C., & Putra, H. D. (2023). Pengembangan Bahan Ajar Materi Garis Singgung Lingkaran Menggunakan Model Problem Based Learning berbantuan Scratch. JPMI (Jurnal Pembelajaran Matematika Inovatif), 6(5), 1851–1864. https://doi.org/10.22460/jpmi.v6i5.20811.
Suwanto, S., Siagian, M. D., Purba, B. P., Siahaan, C. K. M. S., Tambunan, C., Amanda, D., & Perangin-angin, T. D. (2025). Analisis computational thinking pada pembelajaran matematika dengan mengintegrasikan algoritma pemrograman. Jurnal Inovasi Pembelajaran Matematika: PowerMathEdu, 4(1), 175-186. https://doi.org/10.31980/pme.v4i1.2648
Veronica, A. R., Siswono, T. Y. E., & Wiryanto. (2022). Hubungan berpikir komputasi dan pemecahan masalah Polya pada pembelajaran matematika di sekolah dasar. ANARGYA: Jurnal Ilmiah Pendidikan Matematika, 5(1), 115–126. https://doi.org/10.24176/anargya.v5i1.7977
Widyastuti, R. T., & Airlanda, G. S. (2021). Efektivitas model Problem Based Learning terhadap kemampuan pemecahan masalah matematika siswa sekolah dasar. Jurnal Basicedu, 5(3), 1120–1129. https://doi.org/10.31004/basicedu.v5i3.896.
Ye, H., Liang, B., Ng, O.-L., & Chai, C. S. (2023). Integration of computational thinking in K-12 mathematics education: A systematic review on CT-based mathematics instruction and student learning. International Journal of STEM Education, 10, Article 3. https://doi.org/10.1186/s40594-023-00396-w
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