The Effect of the Problem-Based Learning (PBL) Model on Students' Critical Thinking Skills
https://doi.org/10.59110/aplikatif.944
Keywords:
Problem-Based Learning, Critical Thinking Skills, Mathematics Education, Statistics Learning, Quasi-Experimental StudyAbstract
Critical thinking skills are essential competencies in twenty-first-century education, yet conventional instruction often provides limited opportunities for students to develop higher-order thinking. Problem-Based Learning (PBL) offers a student-centered approach that engages learners in contextual problem-solving activities. This study aimed to examine the effect of PBL on the critical thinking skills of Grade X students at SMA Negeri 1 Sedayu. A quasi-experimental pretest-posttest control group design was employed involving 56 students, with 30 students in the experimental class and 26 in the control class. Data were collected using a validated and reliable critical thinking test and analyzed using paired and independent sample t-tests. The experimental class showed a 52.63% increase in critical thinking scores, compared with 17.22% in the control class. The posttest difference between the two groups was statistically significant (p < .001), with a large effect size. These findings indicate that PBL is more effective than conventional instruction in improving students’ critical thinking skills. The study suggests that PBL can be integrated into mathematics instruction to promote analytical reasoning, active problem-solving, and evidence-based decision-making.
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References
Aiken, L. R. (1985). Three coefficients for analyzing the reliability and validity of ratings. Educational and Psychological Measurement, 45(1), 131–142. https://doi.org/10.1177/0013164485451012
Bargagliotti, A., Franklin, C., Arnold, P., Gould, R., Johnson, S., Perez, L., & Spangler, D. A. (2020). Pre-K–12 guidelines for assessment and instruction in statistics education II: A framework for statistics and data science education. American Statistical Association.
Cahyani, V. F., & Setyaningsih, R. (2024). The implementation of problem-based learning to enhance critical thinking skills in solving contextual mathematics problems. DIDAKTIKA: Jurnal Penelitian Tindakan Kelas, 2(2), 51–56. https://doi.org/10.63757/jptk.v2i2.29
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.
Damayanti, S. P., Nindiasari, H., & Mustafa, A. N. (2025). Systematic literature review: Efektivitas problem-based learning terhadap peningkatan kemampuan berpikir kritis siswa. Pedagogy: Jurnal Pendidikan Matematika, 10(2), 819–833. https://doi.org/10.30605/pedagogy.v10i2.6195
Ennis, R. H. (1993). Critical thinking assessment. Theory Into Practice, 32(3), 179–186. https://doi.org/10.1080/00405849309543594
Facione, P. A. (1990). Critical thinking: A statement of expert consensus for purposes of educational assessment and instruction—The Delphi report. California Academic Press.
Hmelo-Silver, C. E. (2004). Problem-based learning: What and how do students learn? Educational Psychology Review, 16(3), 235–266. https://doi.org/10.1023/B:EDPR.0000034022.16470.F3
Hutagalung, M. T., Siagian, A. F., & Saragih, S. T. (2023). Pengaruh model pembelajaran problem-based learning terhadap kemampuan berpikir kritis siswa pada subtema sumber energi. Edu Cendikia: Jurnal Ilmiah Kependidikan, 3(2), 438–444. https://doi.org/10.47709/educendikia.v3i02.3058
Lakens, D. (2013). Calculating and reporting effect sizes to facilitate cumulative science: A practical primer for t-tests and ANOVAs. Frontiers in Psychology, 4, Article 863. https://doi.org/10.3389/fpsyg.2013.00863
Putri, A. N. L., Sutarto, S., & Wahyuni, D. (2024). Meta analisis kemampuan berpikir kritis siswa SMP dalam pembelajaran IPA. Jurnal Penelitian Pembelajaran Fisika, 15(1), 43–48. https://doi.org/10.26877/jp2f.v15i1.15580
Rahima DB, R., Majid, A. F., Salam, N., & Angriani, A. D. (2025). Mathematical literacy through problem-based learning: A systematic literature review of intervention effectiveness. Hipotenusa Journal of Research Mathematics Education, 8(2), 156–170. https://doi.org/10.36269/hjrme.v8i2.3664
Sari, A., Sari, Y. A., & Namira, D. (2023). Penerapan model pembelajaran problem-based learning terintegrasi culturally responsive teaching (CRT) untuk meningkatkan motivasi dan hasil belajar siswa kelas X IPA 2 SMA Negeri 7 Mataram pada mata pelajaran kimia tahun ajaran 2022/2023. Jurnal Asimilasi Pendidikan, 1(2), 110–118. https://doi.org/10.61924/jasmin.v1i2.18
Savery, J. R. (2006). Overview of problem-based learning: Definitions and distinctions. Interdisciplinary Journal of Problem-Based Learning, 1(1), 9–20. https://doi.org/10.7771/1541-5015.1002
Sihaloho, S. M., & Saragih, M. J. (2024). Penerapan model problem-based learning untuk meningkatkan kemampuan berpikir kritis siswa pada pembelajaran matematika [Implementation of the problem-based learning model to improve students’ critical thinking skills in mathematics learning]. JOHME: Journal of Holistic Mathematics Education, 8(1), 101–115. https://doi.org/10.19166/johme.v8i1.8270
Yew, E. H. J., & Goh, K. (2016). Problem-based learning: An overview of its process and impact on learning. Health Professions Education, 2(2), 75–79. https://doi.org/10.1016/j.hpe.2016.01.004
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