Developing Students’ Critical Thinking Skills through Contextual Case-Based Learning: A Quasi-Experimental Study


(1) Department of Biology Education, University of Khairun, Indonesia, Indonesia
(2) Department of Mathematics Education, University of Khairun, Indonesia, Indonesia
(3) Department of Science Education, University of Khairun, Indonesia, Indonesia


Metrics→ |
Indexing Site→ | ![]() |
![]() |
![]() |
![]() |
Copyright (c) 2025 Nuraini Sirajudin, Joko Suratno, Sumarni Sahjat
Rarely was there a learning exercise that could reliably enhance critical thinking abilities in the classroom. Consequently, a different approach was required to address the issue. Contextual Case-Based Learning (CCBL) is an alternative learning activity that could be utilized as a tool to enhance the fundamental abilities required in this century. It was proposed that 21st-century learning incorporate CCBL. This study aimed to investigate the impact of the learning model in helping students develop their critical thinking skills. This study employed a posttest-only design with non-equivalent groups, utilizing a quasi-experimental approach. The total sample class is 44 pre-service biology teachers. There were 22 students in the traditional class and 22 students in the Contextual Case-Based Learning (CCBL) session. Students in the CCBL class had an average critical thinking score of 53.64, with a standard deviation of 19,160. However, in the conventional classroom, pupils' critical thinking scores averaged 36.82 with a standard deviation of 18,358. The standard deviation was 20,402, and the average for both groups was 45.23. Moreover, the learning approach factor has a p-value of less than 0.05, as determined by a two-way ANOVA. It suggests that learning strategies have a significant impact on students' ability to think critically. The p-value for the factor of students' prior critical thinking skill levels is less than 0.05. This suggests that students' earlier critical thinking abilities have a statistically significant impact of 5% on their subsequent critical thinking abilities. A p-value greater than 0.05 was found for the interaction between the model learning elements and the students' pre-existing critical thinking skills. Therefore, it follows that the two elements taken together do not affect pupils' capacity for critical thinking. Students' critical thinking skills ranged from poor to moderate, and their responses to the test's questions were generally below average.
Keywords: contextual case-based learning; critical thinking skills.
Akanmu, M. A., & Fajemidagba, M. O. (2012). Guided-discovery learning strategy and senior school students' performance in mathematics in Ejigbo, Nigeria. Journal of Education and Practice, 4(12), 82–90. https://www.iiste.org/Journals/ index.php/JEP/article/view/6515/6484
Allchin, D. (2017). Problem- and case-based learning in science: an introduction to distinctions, values, and outcomes. CBE—Life Sciences Education, 12(3). https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3763004/
Aziz, Z., & Hossain, M. A. (2010). A comparison of cooperative learning and conventional teaching on students’ achievement in secondary mathematics. Procedia Social and Behavioral Sciences, 9, 53–62. https://www.sciencedirect.com/science/article/pii/S1877042810022202
Baeten, M., Dochy, F., & Struyven, K. (2013). Enhancing students’ approaches to learning: the added value of gradually implementing case-based learning. European Journal of Psychology of Education, 28, 315–336. https://link.springer.com/article/10.1007/s10212-012-0116-7
Bi, M., Zhao, Z., Yang, J., & Wang, Y. (2019). Comparison of case-based learning and traditional methods in teaching postgraduate students of medical oncology. Medical Teacher, 41(10), 1124–1128. https://pubmed.ncbi.nlm.nih.gov/31215320/
Brodie, K. (2010). Teaching mathematical reasoning in secondary school classrooms. Springer.
Çam, A., & Geban, Ö. (2011). Effectiveness of case-based learning instruction on epistemological beliefs and attitudes toward chemistry. Journal of Science Education and Technology, 20, 26–32. https://link.springer.com/article/ 10.1007/s10956-010-9231-x
Chapko, M. A., & Buchko, M. (2004). Math instruction for inquiring minds: two principals explain why they turned from conventional math instruction to an approach that focuses on understanding and applying math concepts. Principal, 84(2), 30–33. https://eric.ed.gov/?id=EJ693872
Choi, I., & Lee, K. (2009). Designing and implementing a case-based learning environment for enhancing ill-structured problem solving: classroom management problems for prospective teachers. Educational Technology Research and Development, 57, 99–129. https://link.springer.com/article/10.1007/s11423-008-9089-2
Cotton, K. (1991). Computer-assisted instruction. School Improvement Research Series. http://educationnorthwest.org/sites/default/ files/Computer-AssistedInstruction.pdf
Damodharan, V. S., & Rengarajan, V. (2007). Innovative methods of teaching. http://math.arizona.edu/~atp-mena/conference/proceedings/ Damodharan_Innovative_Methods.pdf
Darr, C., & Fisher, J. (2004). Self-regulated learning in the mathematics class. NZARE Conference. https://www.nzcer.org.nz/system/files/journals/set/downloads/ set2005_2_044_0.pdf
Ertmer, P. A., & Russell, J. D. (1995). Using case studies to enhance instructional design. Educational Technology, 35(4), 23–31. https://www.jstor.org/stable/44428285
Fawcett, L. (2017). The CASE project: evaluation of case-based approaches to learning and teaching in statistics service courses. Journal of Statistics Education, 25(2), 79–89. https://www.tandfonline.com/doi/full/10.1080/10691898.2017.1341286
Hourigan, M., & Leavy, A. M. (2022). Elementary teachers’ experience of engaging with Teaching Through Problem Solving using Lesson Study. Mathematics Education Research Journal. https://link.springer.com/article/10.1007/s13394-022-00418-w
Koehler, A. A., & Vilarinho-Pereira, D. R. (2021). Using social media affordances to support Ill-structured problem-solving skills: Considering possibilities and challenges. Educational Technology Research and Development. https://link.springer.com/article/10.1007/s11423-021-10060-1
Kulak, V. (2014). A guide to using case-based learning in biochemistry education. Biochemistry and Molecular Biology Education, 42(6). https://pubmed.ncbi.nlm.nih.gov/25345695/
McLean, S. F. (2016). Case-based learning and its application in medical and health-care fields: a review of worldwide literature. Journal of Medical Education and Curricular Development, 3. https://pubmed.ncbi.nlm.nih.gov/29349306/
Morrison, T. (2001). Actionable learning: a handbook for capacity building through case-based learning. Asian Development Bank Institute.
Pintrich, P. R. (2000). The role of goal orientation in self-regulated learning. In M. Boekaerts, P. R. Pintrich, & M. Zeidner (Eds.), Handbook of Self-Regulation (pp. 451–502). Academic Press. https://www.sciencedirect.com/science/article/pii/ B9780121098902500433
Rong, H., & Choi, I. (2019). Integrating failure in case-based learning: A conceptual framework for failure classification and its instructional implications. Educational Technology Research and Development, 67, 617–637. https://link.springer.com/article/10.1007/s11423-018-9629-3
Rong, H., Choi, I., Schmiedt, C., & Clarke, K. (2020). Using failure cases to promote veterinary students’ problem-solving abilities: a qualitative study. Educational Technology Research and Development, 68, 2121–2146. https://link.springer.com/article/10.1007/s11423-020-09751-y
Santos-Meneses, L. F., & Drugova, E. A. (2023). Trends in critical thinking instruction in 21st-century research and practice: Upgrading instruction in digital environments. Thinking Skills and Creativity, 49(May 2022), 101383. https://doi.org/10.1016/j.tsc.2023.101383
Siradjudin, Nuraini, Joko Suratno, & Pamuti. (2020). “Pengembangan laboratorium virtual biologi berbasis science, technology, engineering, and mathematics (stem) untuk meningkatkan kemampuan komunikatif mahasiswa [development of virtual biology laboratory based on science, technology, engineering, and mathematics (stem) to improve students' communicative skills].” Saintifik@ Jurnal Pendidikan MIPA 5(2).
Sirajudin, N., Suratno, J., & Pamuti. (2021). “Developing creativity through STEM education,” in journal of physics: conference series. Vol. 1806. IOP Publishing Ltd.
Stanley, T. (2021). Project-Based Learning for Gifted Students: A Step-by-Step Guide to PBL and Inquiry in the Classroom. Routledge.
Suratno, J., Ardiana, & Tonra, W. S. (2018). Computer-assisted guided discovery learning of algebra. Journal of Physics: Conference Series, 1028(1). https://doi.org/10.1088/1742-6596/1028/1/012132
Tawfik, A. A., Fowlin, J., Kelley, K., Anderson, M., & Vann, S. W. (2019). Supporting case-based reasoning in pharmacy through case sequencing. Journal of Formative Design in Learning, 3, 111–122. https://link.springer.com/article/10.1007/s41686-019-00035-0
Valentine, K. D., & Kopcha, T. J. (2016). The embodiment of cases as an alternative perspective in a mathematics hypermedia learning environment. Educational Technology Research and Development, 64, 1183–1206. https://link.springer.com/article/10.1007/s11423-016-9443-8
Watson, W. R., Watson, S. L., Koehler, A. A., & Oh, K. H. (2022). Student profiles and attitudes towards case-based learning in an online graduate instructional design course. Journal of Computing in Higher Education. https://link.springer.com/article/10.1007/s12528-022-09339-w
Willems, P. P., Gonzalez-DeHass, A. R., Powers, J. R., & Musgrove, A. (2021). The role of authentic teaching cases and mastery approach goals in online pre-service teachers' self-regulated learning. Educational Technology Research and Development Volume, 69, 1003–1023. https://link.springer.com/ article/10.1007/s11423-021-09972-9
Refbacks
- There are currently no refbacks.

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.