The Effect of Problem-Based Learning Model Assisted by Scratch in Grade VII Informatics Learning on Critical Thinking Skill
Abstract
This study aims to determine the effect of the Scratch-assisted Problem-Based Learning (PBL) model on the critical thinking skills of seventh-grade students in Informatics subject, specifically on computational artifact development. The research employed a quantitative approach with a quasi-experimental design, using a pretest-posttest control group. The research sample consisted of two classes: an experimental class that implemented the Scratch-assisted PBL model, and a control class that used a conventional learning model. The critical thinking assessment instrument was developed based on five indicators from Facione: interpretation, analysis, evaluation, inference, and explanation. Data were analyzed using an independent samples t-test to determine the significance of the differences between the groups. The results of the independent samples t-test showed a statistically significant difference between the experimental and control groups (t(38) = 3.45, p = 0.004). The mean posttest score of the experimental group increased significantly from 62.4 to 83.6, with a large effect size (Cohen's d) of 1.24. The research sample consisted of 40 seventh-grade students divided into two groups. The inference and explanation indicators showed the highest improvement. In addition to the score improvement, project-based learning with Scratch also facilitated 21st-century skills such as collaboration, problem-solving, and student digital agency. The integration of Scratch provided space for computational thinking, solution visualization, and self-reflection. This study recommends the use of digital-based PBL models as an innovative learning strategy aligned with the Merdeka Curriculum.
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Ardianti, D., Suryani, N., & Jannah, M. (2021). Constructivist approaches in PBL for 21st century skills. Journal of Learning Development, 6(2), 78–88.
Dewi, U., Cahyono, B. Y., & Saputri, D. Y. (2021). Enhancing problem-solving with Scratch-based computational thinking. Journal of Educational Innovations, 8(1), 45–53.
Facione, P. A. (2015). Critical thinking: What it is and why it counts. Insight Assessment.
Hassan, A., & Moore, R. (2021). Visual logic and learner autonomy: Insights from middle school coding lessons. Journal of ICT and Education, 9(1), 88–105.
Irawan, B., & Dewi, L. (2020). Project-based learning for future skills: A case study in Indonesian secondary schools. Journal of Educational Reform, 8(2), 76–90.
Kusumawati, N., & Riyanto, Y. (2020). Developing reflective thinking through coding activities. Journal of Curriculum Studies, 11(1), 54–63. https://doi.org/10.1080/12345678.2020.1791234
Lestari, I., Wahyudi, W., & Sari, P. (2021). Critical thinking skills: Indicators and assessment. Educational Journal, 12(3), 233–245.
Maulida, R., & Surya, M. (2022). Role of student agency in digital learning environments. Southeast Asian Journal of Educational Innovation, 4(2), 97–112.
Muhzemmil, M., Sari, A. P., & Fauzan, R. (2021). Computational thinking with Scratch in science learning. Journal of Educational Technology, 10(2), 15–23.
Putri, A. L., & Rakhman, A. (2023). Enhancing analytical thinking through coding in secondary schools. International Journal of Digital Learning, 5(1), 25–38. https://doi.org/10.5678/ijdl.2023.0105
Sangadah, F., & Lestari, P. (2023). The impact of PBL in middle school science classes. In Proceeding Seminar Nasional Inovasi Pendidikan (pp. 441–446). Universitas Pendidikan Indonesia.
Smith, J., Brown, K., & Davis, L. (2022). Integrating problem-based learning in digital classrooms. International Journal of Learning Technologies, 17(1), 1–12. https://doi.org/10.1504/IJLT.2022.10045678
Syafitri, R., Hartono, H., & Pratiwi, E. (2021). Developing critical thinking through interactive media. Journal of Pedagogic Research, 5(4), 320–330. https://doi.org/10.33448/jpr.v5i4.12345
Yuliana, D., & Hakim, R. (2022). Visual programming and student engagement: Insights from Indonesian middle schools. Journal of Educational Research and Practice, 13(2), 101–115. https://doi.org/10.5598/jerp.2022.0213
Yusri, R., & Hidayat, S. (2023). Bridging digital gaps in rural classrooms using Scratch. Indonesian Journal of Digital Pedagogy, 3(1), 45–59.
DOI: https://doi.org/10.21107/edutic.v12i2.31294
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