PROBLEM-BASED LEARNING IN SOLUTION CHEMISTRY: ITS IMPACT ON CRITICAL THINKING AND ACADEMIC ACHIEVEMENT OF AIR FORCE ACADEMY CADETS
Published:
2026-05-24Downloads
Abstract
This study aimed to analyze the effect of Problem-Based Learning (PBL) on critical thinking skills and academic achievement of Air Force Academy cadets in solution chemistry learning. The study employed a quasi-experimental design using a pretest–posttest control group design. The participants consisted of two classes, namely an experimental class taught using the PBL model and a control class taught using conventional learning. Data were collected using critical thinking questionnaires and chemistry achievement tests that have been validated and tested for reliability. The data were analyzed using descriptive statistics, normality and homogeneity tests, MANOVA, independent sample t-test, and N-Gain analysis. The results showed that the implementation of PBL had a significant simultaneous effect on critical thinking skills and academic achievement, as indicated by the multivariate test with p < 0.05. The univariate analysis also revealed significant differences between the experimental and control groups in critical thinking skills (p = 0.015) and academic achievement (p = 0.002). Furthermore, the N-Gain analysis indicated that the experimental class achieved higher improvement (0.2455) than the control class (0.1337), although both remained in the low category. These findings indicate that Problem-Based Learning contributes positively to improving cadets' critical thinking skills and academic achievement through active investigation, discussion, and contextual problem-solving activities. This study highlights the relevance of PBL implementation in military education, particularly in chemistry learning that requires conceptual understanding and analytical thinking skills.
Keywords:
Problem-Based Learning critical thinking academic achievement solution chemistry military educationReferences
Aini, D., Latifah, S., & Hamid, A. (2021). Problem based learning (pbl) model: its effect in improving students’ critical thinking skill. Indonesian Journal of Science and Mathematics Education, 02(2), 183–190. https://doi.org/10.24042/ijsme.v4i2.8660
Dharma, B. A., Tasrikah, N., & Churiyah, M. (2020). Effectiveness of Problem Based Learning ( PBL ) Towards Learning Outcomes Through Critical Thinking Skills. 7(2), 235–244.
Ennis, R. H. (1995). Critical thinking. Prentice Hall.
Facione, P. a. (2011). Critical Thinking : What It Is and Why It Counts. Insight Assessment, ISBN 13: 978-1-891557-07-1., 1–28. https://www.insightassessment.com/CT-Resources/Teaching-For-and-About-Critical-Thinking/Critical-Thinking-What-It-Is-and-Why-It-Counts/Critical-Thinking-What-It-Is-and-Why-It-Counts-PDF
Fareza, F. S., Hayus, E. S. Van, Shidiq, A. S., Yamtinah, S., Masykuri, M., Ulfa, M., Nugroho, A., & Saputro, C. (2024). Problem-Based Learning Model on Students ’ Chemical Literacy and Critical Thinking on Reaction Rate Material. 13(3), 426–435.
Fitriani, Nurhuda, & Ina, A. I. (2021). Improving students’ activeness and critical thinking skills through problem based learning. Journal of Science and Education (JSE), 2(1), 19–29. https://doi.org/https://doi.org/10.56003/jse.v2i1.60
Muradi. (2017). The Civil-Military Integration and the Development of Education System in Defense Institutions : Indonesia ’ s Case. Asian Social Science, 13(3), 36–41. https://doi.org/10.5539/ass.v13n3p36
Paul, R., & Elder, L. (2014). Critical Thinking: Concepts & Tools. Foundation for Critical Thinking. https://books.google.co.id/books?id=XifOwAEACAAJ
Permatasari, M. B., Rahayu, S., & Dasna, I. W. (2022). Chemistry Learning Using Multiple Representations : A Systematic Literature Review. 5(April). https://doi.org/10.17509/jsl.v5i2.42656
Pikoli, M. (2020). International Journal of Active Learning Using Guided Inquiry Learning with Multiple Representations to Reduce Misconceptions of Chemistry Teacher Candidates on Acid-Base Concept. International Journal of Active Learning, 5(1), 1–10.
Ralph, V. R., & Lewis, S. E. (2020). Impact of Representations in Assessments on Student Performance and Equity. Journal of Chemical Education, 97(3), 603–615. https://doi.org/10.1021/acs.jchemed.9b01058
Schwedler, S., & Kaldewey, M. (2020). Linking the submicroscopic and symbolic level in physical chemistry: How voluntary simulation-based learning activities foster first-year university students’ conceptual understanding. Chemistry Education Research and Practice, 21. https://doi.org/10.1039/C9RP00211A
Taber, K. S. (2020). Conceptual confusion in the chemistry curriculum: exemplifying the problematic nature of representing chemical concepts as target knowledge. Foundations of Chemistry, 22(2), 309–334. https://doi.org/10.1007/s10698-019-09346-3
Vegas, S. O., & Djukri. (2021). The Indonesian Journal of the Social Sciences The Effect of Problem-Based Learning on the Critical Thinking Skill of the Students. Jurnal Ilmiah Peuradeun, 9(1). https://doi.org/10.26811/peuradeun.v9i1.411
Wijanarko, H., Sudijono, & Sugiharto, D. Y. P. (2017). The Journal of Educational Development Military Academy Cadet Educational Model in Field Leadership Character. The Journal of Educational Development, 5(2), 269–283.
Yulfiani, R., & Muchlis. (2021). Implementation of problem based learning to train critical thinking skills students at basic acid materials. Journal of Chemistry Education Research, 5(2), 61–69.
Yusfiani, M., Lubis, A. R., & Siregar, M. S. (2022). The effectiveness of analytical chemistry problem based learning model on student learning outcomes. 14(3), 174–179. https://doi.org/10.24114/jpkim.v14i3.39935
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