Penerapan Model Problem Based Learning: Analisis Tingkat Kemampuan Kognitif Individual Siswa Menggunakan Pendekatan Rasch Model

Dewi Maulidah Nur Anjani, Moh. Irma Sukarelawan

Sari


Analyzing students' individual cognitive ability levels has significant urgency in the context of modern education. Therefore, this study aims to analyse students' cognitive abilities using Rasch modelling. This research is a one-shot case study model on 23 students of class XI MIPA who took Thermodynamics material. Students' cognitive abilities were measured using 10 multiple choice questions after going through the problem-based learning (PBL) process. Students' cognitive ability data were analysed using Rasch modelling approach with a combination of Logit Value of Person (LVP) and Wright map techniques. Cognitive ability was assessed based on gender demographics. The results showed that female students tend to have higher cognitive abilities than male students in the context of thermodynamic problem solving. The implication of this research show that the application of the problem-based Learning (PBL) model can increase the effectiveness of physics learning and facilitate the development of students' critical thinking and analytical skills more optimally.

Kata Kunci


Rasch Model; Wright Map; Person Measure

Teks Lengkap:

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Referensi


Amin, A. M., Suhandi, A., & Efendi, R. (2023). Development of Questionnaire to Evaluate Students’ Perception about Real and Virtual Refutational Laboratory: A Rasch Measurement Approach. Jurnal Pendidikan Fisika, 11(1), 59–72. https://doi.org/10.26618/jpf.v11i1.9228

Azura, A., Samsudin, A., & Utari, S. (2020). Analisis Peta Wright Keterampilan Berpikir Level LOTs dan HOTs Siswa Kelas XI pada Materi Miopi. WaPFi (Wahana Pendidikan Fisika), 5(1), 76–83. https://doi.org/10.17509/wapfi.v5i1.23447

Beede, D. N., Julian, T. A., Langdon, D., McKittrick, G., Khan, B., & Doms, M. E. (2011). Women in STEM: A Gender Gap to Innovation. SSRN Electronic Journal, August, 04–11. https://doi.org/10.2139/ssrn.1964782

Bohori, M., & Liliawati, W. (2019). Analisis penguasaan konsep siswa menggunakan Rasch Model pada materi usaha dan energi. Prosiding Seminar Nasional Fisika 5.0, 0, 138–143.

Bonsaksen, T., Kottorp, A., Gay, C., Fagermoen, M. S., & Lerdal, A. (2013). Rasch analysis of the General Self-Efficacy Scale in a sample of persons with morbid obesity. Health and Quality of Life Outcomes, 11(1), 202. https://doi.org/10.1186/1477-7525-11-202

Bouchée, T., de Putter - Smits, L., Thurlings, M., & Pepin, B. (2022). Towards a better understanding of conceptual difficulties in introductory quantum physics courses. Studies in Science Education, 58(2), 183–202. https://doi.org/10.1080/03057267.2021.1963579

Compton, R. M., Owilli, A. O., Norlin, E. E., & Hubbard Murdoch, N. L. (2020). Does problem-based learning in Nursing Education Empower Learning? Nurse Education in Practice, 44, 102752. https://doi.org/10.1016/j.nepr.2020.102752

Hernández-Ramos, J., Pernaa, J., Cáceres-Jensen, L., & Rodríguez-Becerra, J. (2021). The Effects of Using Socio-Scientific Issues and Technology in Problem-Based Learning: A Systematic Review. Education Sciences, 11(10), 640. https://doi.org/10.3390/educsci11100640

Hidayatullah, Z., Wilujeng, I., Nurhasanah, N., Gusemanto, T. G., & Makhrus, M. (2021). Synthesis of the 21st Century Skills (4C) Based Physics Education Research In Indonesia. JIPF (Jurnal Ilmu Pendidikan Fisika), 6(1), 88. https://doi.org/10.26737/jipf.v6i1.1889

Jimmy, J., Utama, F., Felix, F., & Laia, A. P. (2021). Aplikasi Pembelajaran Penyortiran Menggunakan Algoritma Super Sort Berbasis Mobile. Jurnal SIFO Mikroskil, 22(1), 19–32. https://doi.org/10.55601/jsm.v22i1.771

Jumadi, J., Sukarelawan, M. I., & Kuswanto, H. (2023). An investigation of item bias in the four-tier diagnostic test using Rasch model. International Journal of Evaluation and Research in Education (IJERE), 12(2), 622. https://doi.org/10.11591/ijere.v12i2.22845

Karoror, I., & Jalmo, T. (2022). Profile of Critical Thinking Ability in Ecosystem Materials using the Rasch Model. Jurnal Penelitian Pendidikan IPA, 8(3), 1599–1604. https://doi.org/10.29303/jppipa.v8i3.1394

Kusumatuty, A. J., Baedhowi, B., & Murwaningsih, T. (2018). The Implementation of Problem Based Learning (PBL) Based E-Book to Improve The Learning Outcome of Vocational High School (VHS) Students. International Journal of Educational Research Review, 3(4), 103–110. https://doi.org/10.24331/ijere.454794

Loyens, S. M. M., Jones, S. H., Mikkers, J., & van Gog, T. (2015). Problem-based learning as a facilitator of conceptual change. Learning and Instruction, 38, 34–42. https://doi.org/10.1016/j.learninstruc.2015.03.002

Monsang, P., Srikoon, S., & Wichaino, N. (2021). The effects of problem based learning for enhancing science problem solving skills. Journal of Physics: Conference Series, 1835(1), 012016. https://doi.org/10.1088/1742-6596/1835/1/012016

Park, M., Liu, X., & Waight, N. (2017). Development of the Connected Chemistry as Formative Assessment Pedagogy for High School Chemistry Teaching. Journal of Chemical Education, 94(3), 273–281. https://doi.org/10.1021/acs.jchemed.6b00299

Rosa, F. O., & Widiawati, T. (2022). Analysis of the Difficulty of Understanding the Concepts of Vibration and Waves of Students Junior High School. International Journal of Research and Review, 9(12), 687–693. https://doi.org/10.52403/ijrr.20221279

Ruffing, S., Wach, F.-S., Spinath, F. M., Brünken, R., & Karbach, J. (2015). Learning strategies and general cognitive ability as predictors of gender- specific academic achievement. Frontiers in Psychology, 6, 1–12. https://doi.org/10.3389/fpsyg.2015.01238

Sanjaya, W. (2021). Analisis Perubahan Sifat Karakter di Sepanjang Perjalanannya Berdasarkan Pola Kejadian dan Plot Segment dalam Film “Green Book.” Rekam, 17(1), 77–86. https://doi.org/10.24821/rekam.v17i1.4433

Sharma, M., & Ankit, D. P. (2023). Importance of Education in This Challenging World. Smart Moves Journal IJELLH, 11(3), 9–19. https://doi.org/10.24113/ijellh.v11i3.11408

Shavkidinova, D., Suyunova, F., & Kholdarova, J. (2023). Education is an Important Factor in Human and Country Development. Current Research Journal of Pedagogics, 04(01), 27–34. https://doi.org/10.37547/pedagogics-crjp-04-01-04

Shi, Y., & Qu, S. (2021). Cognitive Ability and Self-Control’s Influence on High School Students’ Comprehensive Academic Performance. Frontiers in Psychology, 12, 1–10. https://doi.org/10.3389/fpsyg.2021.783673

Sukarelawan, M. I., Indratno, T. K., & Ayu, S. M. (2024). N-gain vs stacking : analisis perubahan abilitas peserta didik dalam desain one group pretest-posttest. Suryacahya.

Sukarelawan, M. I., Indratno, T. K., Widodo, W., Dwijananti, P., Hikmah, F. N., & Abdullah, N. S. Y. (2024). What do my students need? Deep analysis of student’s individual cognitive ability using person diagnostic map. Momentum: Physics Education Journal, 8(2), in Press. https://doi.org/10.21067/mpej.v8i2.9900

Sukarelawan, M. I., Jumadi, J., Kuswanto, H., Soeharto, S., & Hikmah, F. N. (2021). Rasch Analysis to Evaluate the Psychometric Properties of Junior Metacognitive Awareness Inventory in the Indonesian Context. Jurnal Pendidikan IPA Indonesia, 10(4), 486–495. https://doi.org/10.15294/jpii.v10i4.27114

Sukarelawan, M. I., Jumadi, Kuswanto, H., Nurjannah, T., Hikmah, F. N., & Ramadhan, M. F. (2021). Implementation of Rasch Model for Mapping Students’ Metacognitive Awareness. Jurnal Pendidikan Fisika Indonesia, 17(2), 86–93. https://doi.org/10.15294/jpfi.v17i2.27172

Sukarelawan, M. I., Sriyanto, Sa’adah, M., Jupri, J., Hikmah, F. N., & Nursulistiyo, E. (2024). Is It True That My Students Don’t Understand the Static Fluid Concepts? Rasch Modeling Perspective. Jurnal Pendidikan Dan Pengajaran, 57(1), In press. https://ejournal.undiksha.ac.id/index.php/JPP/article/view/57883

Suprihadi, R. A. P., & Ma rifah, D. R. (2022). Literature study: various abilities of high school students obtained from the application of problem-based learning models in the field of natural science. Journal on Biology and Instruction, 2(2), 71–76. https://doi.org/10.26555/joubins.v2i2.6947

Thorndahl, K. L., & Stentoft, D. (2020). Thinking Critically About Critical Thinking and Problem-Based Learning in Higher Education: A Scoping Review. Interdisciplinary Journal of Problem-Based Learning, 14(1), 1–20. https://doi.org/10.14434/ijpbl.v14i1.28773

Tursynkulova, E., Madiyarov, N., Sultanbek, T., & Duysebayeva, P. (2023). The effect of problem-based learning on cognitive skills in solving geometric construction problems: a case study in Kazakhstan. Frontiers in Education, 8, 1–19. https://doi.org/10.3389/feduc.2023.1284305

Wei, S., Liu, X., Wang, Z., & Wang, X. (2012). Using Rasch Measurement To Develop a Computer Modeling-Based Instrument To Assess Students’ Conceptual Understanding of Matter. Journal of Chemical Education, 89(3), 335–345. https://doi.org/10.1021/ed100852t

Weiss, E. M., Kemmler, G., Deisenhammer, E. A., Fleischhacker, W. W., & Delazer, M. (2003). Sex differences in cognitive functions. Personality and Individual Differences, 35(4), 863–875. https://doi.org/10.1016/S0191-8869(02)00288-X

Wenno, I. H., Limba, A., & Silahoy, Y. G. M. (2022). The development of physics learning tools to improve critical thinking skills. International Journal of Evaluation and Research in Education (IJERE), 11(2), 862. https://doi.org/10.11591/ijere.v11i2.21621




DOI: https://doi.org/10.33387/j.edu.v22i1.7816

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