Integrating Case-Based Reasoning and Coupled Inquiry to Foster Problem-Solving Skills in Direct Current Circuits
DOI:
https://doi.org/10.30998/agnnhv60Keywords:
active learning, coupled inquiry, direct current, instructional design, problem-solving skillsAbstract
This study seeks to evaluate the effectiveness of the Case-Based Reasoning Embedded Coupled Inquiry (CBRCI) learning model in enhancing students' problem-solving abilities in direct current (DC) topics. The main issue identified is students' difficulty in applying DC concepts to practical problem-solving, despite studying the theory. The research design employs a one-group pretest-post-test to evaluate changes in problem-solving skills across four aspects: conceptual analysis, strategy, quantitative, and meta-analysis. The research participants were 88 students from two universities of teacher education in Java, selected through stratification to ensure proportional representation. Results show significant improvement in all aspects of problem-solving skills following CBRCI implementation. Paired t-tests revealed significant differences between pre-test and post-test scores in all aspects. Effect size analysis indicated moderate to strong improvements, with the largest effects in meta-analysis and strategy analysis. The findings suggest that the CBRCI model is effective in integrating theory and practice, as well as enhancing students' problem-solving skills. The research results contribute to the development of more interactive learning models relevant to industry needs.
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Abrahamson, D., & Kapur, M. (2018). Reinventing discovery learning: a field-wide research program. Instructional Science, 46(1), 1–10. https://doi.org/10.1007/s11251-017-9444-y
Agbo, F. J., Olaleye, S. A., Bower, M., & Oyelere, S. S. (2023). Examining the relationships between students’ perceptions of technology, pedagogy, and cognition: the case of immersive virtual reality mini games to foster computational thinking in higher education. Smart Learning Environments, 10(1), 1–22. https://doi.org/10.1186/s40561-023-00233-1
Assiroj, P., Warnars, H. L. H. S., Heryadi, Y., Trisetyarso, A., Suparta, W., & Abbas, B. S. (2018). Adaptive game design using case-based reasoning method for high performance computing learning. 2018 Indonesian Association for Pattern Recognition International Conference (INAPR), 177–181.
Barrows, H., & Tamblyn, R. (1980). Problem-based learning and approach to medical education. Springer.
Bramwell-Lalor, S., & Rainford, M. (2014). The effects of using concept mapping for improving advanced level biology students’ lower-and higher-order cognitive skills. International Journal of Science Education, 36(5), 839–864.
Bybee, R. W., Taylor, J. A., Gardner, A., Van Scotter, P., Powell, J. C., Westbrook, A., & Landes, N. (2006). The BSCS 5E instructional model: Origins and effectiveness. Colorado Springs, Co: BSCS, 5(88–98).
Çalişkan, S., Selçuk, G. S., & Erol, M. (2010). Effects of the problem solving strategies instruction on the students’ physics problem solving performances and strategy usage. Procedia - Social and Behavioral Sciences, 2(2), 2239–2243. https://doi.org/10.1016/j.sbspro.2010.03.315
Chasiotis, I. D., & Karnavas, Y. L. (2018). A computer aided educational tool for design, modeling, and performance analysis of Brushless DC motor in post graduate degree courses. Computer Applications in Engineering Education, 26(4), 749–767. https://doi.org/10.1002/cae.21897
Chen, H.-L., & Wu, C.-T. (2023). A digital role-playing game for learning: Effects on critical thinking and motivation. Interactive Learning Environments, 31(5), 3018–3030.
Clements, D. H., & Joswick, C. (2018). Broadening the horizons of research on discovery-based learning. Instructional Science, 46(1), 155–167. https://doi.org/10.1007/s11251-018-9449-1
Dewati, M., Suparmi, A., Sunarno, W., Sukarmin, S., & Cari, C. (2019). Pre service teacher’s concept understanding profile about DC circuit based on multiple representation. AIP Conference Proceedings, 2202(1). https://doi.org/10.1063/1.5141674
Docktor, J. L., Dornfeld, J., Frodermann, E., Heller, K., Hsu, L., Jackson, K. A., Mason, A., Ryan, Q. X., & Yang, J. (2016). Assessing student written problem solutions: A problem-solving rubric with application to introductory physics. Physical Review Physics Education Research, 12(1), 10130. https://doi.org/10.1103/PhysRevPhysEducRes.12.010130
Docktor, J. L., Strand, N. E., Mestre, J. P., & Ross, B. H. (2015). Conceptual problem solving in high school physics. Physical Review Special Topics-Physics Education Research, 11(2), 20106.
Dunkhase, J. A. (2003). The coupled-inquiry cycle: A teacher concerns-based model for effective student inquiry. Science Educator, 12(1), 10.
Facione, P. A. (2000). The disposition toward critical thinking: Its character, measurement, and relationship to critical thinking skill. Informal Logic, 20(1).
Finkelstein, N. D., Adams, W. K., Keller, C. J., Kohl, P. B., Perkins, K. K., Podolefsky, N. S., Reid, S., & LeMaster, R. (2005). When learning about the real world is better done virtually: A study of substituting computer simulations for laboratory equipment. Physical Review Special Topics-Physics Education Research, 1(1), 10103. https://doi.org/10.1103/PhysRevSTPER.1.010103
Furtak, E. M., Seidel, T., Iverson, H., & Briggs, D. C. (2012). Experimental and quasi-experimental studies of inquiry-based science teaching: A meta-analysis. Review of Educational Research, 82(3), 300–329.
Garzón, I., De Cock, M., Zuza, K., van Kampen, P., & Guisasola, J. (2014). Probing university students’ understanding of electromotive force in electricity. American Journal of Physics, 82(1), 72–79. https://doi.org/10.1119/1.4833637
Gerace, W. J., & Beatty, I. D. (2005). Teaching vs. learning: Changing perspectives on problem solving in physics instruction. ArXiv Preprint Physics/0508131. https://doi.org/10.48550/arXiv.physics/0508131
Gick, M. L., & Gick, M. L. (2011). Problem-Solving Strategies Problem-Solving Strategies. June 2012, 37–41.
Heller, K., & Heller, P. (2010). Cooperative problem solving in physics a user’s manual. Tersedia: Http://Www. Aapt. Org/Conferences/Newfaculty/Upload/Coop-Problem-Solving-Guide. Pdf. https://www.aapt.org/conferences/newfaculty/upload/coop-problem-solving-guide.pdf
Hidaayatullaah, H. N., Suprapto, N., Mubarok, H., & Wulandari, D. (2020). Implementation of problem based learning to train physics students’ problem solving skills. Journal of Physics: Conference Series, 1491(1), 12053.
Hmelo-Silver, C. E., Duncan, R. G., & Chinn, C. A. (2007). Scaffolding and achievement in problem-based and inquiry learning: a response to Kirschner, Sweller, and. Educational Psychologist, 42(2), 99–107.
Ho, H.-C., Wang, C.-C., & Cheng, Y.-Y. (2013). Analysis of the scientific imagination process. Thinking Skills and Creativity, 10, 68–78.
Hunter, B. (2015). Teaching for engagement: Part 1--Constructivist principles, case-based teaching, and active learning. College Quarterly, 18(2), n2.
Jundu, R., Tuwa, P. H., & Seliman, R. (2020). Hasil belajar IPA Siswa SD di Daerah Tertinggal dengan penerapan model pembelajaran inkuiri terbimbing. Scholaria: Jurnal Pendidikan Dan Kebudayaan, 10(2), 103–111.
Kapon, S., & Schvartzer, M. (2023). Guided Inquiry into a Physics Equation. Cognition and Instruction, 0(0), 1–48. https://doi.org/10.1080/07370008.2023.2197232
Kock, Z. J., Taconis, R., Bolhuis, S., & Gravemeijer, K. (2015). Creating a Culture of Inquiry in the Classroom While Fostering an Understanding of Theoretical Concepts in Direct Current Electric Circuits: a Balanced Approach. International Journal of Science and Mathematics Education, 13(1), 45–69. https://doi.org/10.1007/s10763-014-9535-z
Kolodner, J. L. (1992). An Introduction to Case-Based Reasoning *.
Kolodner, J. L., Camp, P. J., Crismond, D., Fasse, B., Gray, J., Holbrook, J., Puntambekar, S., & Ryan, M. (2009). Journal of the Learning Problem-Based Learning Meets Case-Based Reasoning in the Middle-School Science Classroom : Putting Learning by Design ( tm ) Into Practice. June 2013, 37–41.
Leniz, A., Zuza, K., Sarriugarte, P., & Guisasola, J. (2019). University students’ explanations for electric current in transitory situations. European Journal of Physics, 41(1), 15702. https://doi.org/10.1088/1361-6404/ab4a1f
Leonard, W. H., & Penick, J. E. (2000). The Limits of Learning. The American Biology Teacher, 62(5), 359–361.
Leou, M., Abder, P., Riordan, M., & Zoller, U. (2006). Using “HOCS-centered learning” as a pathway to promote science teachers’ metacognitive development. Research in Science Education, 36(1–2), 69–84. https://doi.org/10.1007/s11165-005-3916-9
Li, J., & Mak, L. (2022). The effects of using an online collaboration tool on college students’ learning of academic writing skills. System, 105, 102712.
Martin-hansen, L. M. (2010). Science Activities: Classroom Projects and Curriculum Ideas. October 2014, 37–41. https://doi.org/10.3200/SATS.41.4.3-6
McLaughlin, J. A., & Bailey, J. M. (2023). Students need more practice with spatial thinking in geoscience education: a systematic review of the literature. Studies in Science Education, 59(2), 147–204. https://doi.org/10.1080/03057267.2022.2029305
Mejía-Villa, D. A., Torres-Guevara, D. L. E., Prieto-Sandoval, D. V., Cabra, D. J., & Jaca, D. C. (2023). Training for sustainability through biomimicry and creative problem-solving processes. Thinking Skills and Creativity, 49(June), 101359. https://doi.org/10.1016/j.tsc.2023.101359
Merl, C. (2023). Using Polyphonic Storytelling Techniques for Skills Development. The Learning Ideas Conference, 369–381.
Mogk, D. W. (2021). The intersection of geoethics and diversity in the geosciences. Geological Society, London, Special Publications, 508(1), 67–99. https://doi.org/10.1144/SP508-2020-66
Mohammed, M. A., Abd Ghani, M. K., Arunkumar, N. A., Obaid, O. I., Mostafa, S. A., Jaber, M. M., Burhanuddin, M. A., Matar, B. M., & Ibrahim, D. A. (2018). Genetic case-based reasoning for improved mobile phone faults diagnosis. Computers & Electrical Engineering, 71, 212–222.
Nadapdap, A. T. Y., & Istiyono, E. (2017). Developing physics problem-solving skill test for grade X students of senior high school. REiD (Research and Evaluation in Education), 3(2), 114–123. https://doi.org/10.21831/reid.v3i2.14982
Newman, R., Van Der Ventel, B., & Hanekom, C. (2017). First-year university Physics students’ knowledge about direct current circuits: Probing improvement in understanding as a function of teaching and learning interventions. Physics Education, 52(4). https://doi.org/10.1088/1361-6552/aa6c1d
Pérez, K. V. P., & Torelló, O. M. (2012). The digital competence as a cross-cutting axis of higher education teachers’ pedagogical competences in the european higher education area. Procedia-Social and Behavioral Sciences, 46, 1112–1116.
Polya, G. (2014). How to solve it: A new aspect of mathematical method. In How to solve it. Princeton university press.
Qian, M., & Clark, K. R. (2016). Game-based Learning and 21st century skills: A review of recent research. Computers in Human Behavior, 63, 50–58.
Riantoni, C., Yuliati, L., & Mufti, N. (2017). Jurnal Pendidikan IPA Indonesia POWER ON STUDENTS AS PHYSICS TEACHER CANDIDATES. 6(1), 55–62. https://doi.org/10.15294/jpii.v6i1.8293
Rodrigues, J., Costa e Silva, E., & Pereira, D. I. (2023). How Can Geoscience Communication Foster Public Engagement with Geoconservation? Geoheritage, 15(1). https://doi.org/10.1007/s12371-023-00800-5
Ropika, D., Suhandi, A., & Muslim, M. (2019). Enhancing vocation students physics problem-solving skills through modeling instruction applying on the direct current circuit. Journal of Physics: Conference Series, 1157(3). https://doi.org/10.1088/1742-6596/1157/3/032048
Rosengrant, D., Heuvelen, A. Van, & Etkina, E. (2006). Case Study : Students ’ Use of Multiple Representations in Problem Solving *. 49–53.
Rosengrant, D., Heuvelen, A. Van, Etkina, E., Planinic, M., Susac, A., Ivanjek, L., Šipuš, Ž. M., Prahani, B. K., Limatahu, I., Yuanita, L., Nur, M., Kohl, P. B., Finkelstein, N. D., Kohl, P. B., Finkelstein, N. D., Tms, H., Sirait, J., Opfermann, M., Schmeck, A., … Lee, Y. (2017). Case Study : Students ’ Use of Multiple Representations in Problem Solving *. 132(August), 49–53. https://doi.org/10.1063/1.2820914
Santos, S. C. dos. (2017). PBL-SEE: An Authentic Assessment Model for PBL-Based Software Engineering Education. IEEE Transactions on Education, 60(2), 120–126. https://doi.org/10.1109/TE.2016.2604227
Siew, N. M., KenChin, M., & Sombuling, A. (2017). The Effects of Problem Based Learning with Cooperative Learning on Preschoolers’ Scientific Creativity. Journal of Baltic Science Education, 16(1), 100–112.
Siong, L. C., Tyug, O. Y., Phang, F. A., & Pusppanathan, J. (2023). The Use of Concept Cartoons in Overcoming The Misconception in Electricity Concepts. Participatory Educational Research, 10(1), 310–329. https://doi.org/10.17275/per.23.17.10.1
Stenberg, M., Bengtsson, M., Mangrio, E., & Carlson, E. (2022). Collaboration between first year undergraduate nursing students–A focused ethnographic study. Nurse Education in Practice, 64, 103427.
Tawfik, A. A., & Kolodner, J. L. (2016). Systematizing scaffolding for problem-based learning: A view from case-based reasoning. Interdisciplinary Journal of Problem-Based Learning, 10(1), 6.
Van den Hurk, H. T. G., Houtveen, A. A. M., & Van de Grift, W. J. C. M. (2016). Fostering effective teaching behavior through the use of data-feedback. Teaching and Teacher Education, 60, 444–451.
Yakob, N., Kaliun, K., Ahmad, A. M., & Rashid, R. A. (2020). The effect of coupled inquiry-5E in enhancing the understanding of Meiosis concept The effect of coupled inquiry-5E in enhancing the understanding of Meiosis concept. May. https://doi.org/10.11591/ijere.v9i1.20393
Yilmaz-Na, E., & Sönmez, E. (2023). Unfolding the potential of computer-assisted argument mapping practices for promoting self-regulation of learning and problem-solving skills of pre-service teachers and their relationship. Computers & Education, 193, 104683.
Yuliati, L., Riantoni, C., & Mufti, N. (2018). Problem Solving Skills on Direct Current Electricity through Inquiry-Based Learning with PhET Simulations. International Journal of Instruction, 11(4), 123–138. https://doi.org/10.12973/iji.2018.1149a
ŽivkoviĿ, S. (2016). A model of critical thinking as an important attribute for success in the 21st century. Procedia-Social and Behavioral Sciences, 232, 102–108.
Zuza, K., De Cock, M., Van Kampen, P., Bollen, L., & Guisasola, J. (2016). University students’ understanding of the electromotive force concept in the context of electromagnetic induction. European Journal of Physics, 37(6), 1–13. https://doi.org/10.1088/0143-0807/37/6/065709
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