Disparitas Keterampilan Berpikir Kritis Mahasiswa Calon Guru Biologi Ditinjau Melalui Pendekatan Rasch Model

Authors

DOI:

https://doi.org/10.32502/didaktikabiologi.v10i1.2267

Keywords:

keterampilan berpikir kritis, calon guru biologi, analisis Rasch

Abstract

Keterampilan berpikir kritis merupakan kompetensi penting bagi calon guru biologi dalam mendukung kemampuan analisis, evaluasi, dan pemecahan masalah ilmiah. Penelitian ini bertujuan mendeskripsikan profil dan disparitas keterampilan berpikir kritis calon guru biologi menggunakan analisis Rasch.  Penelitian menggunakan pendekatan kuantitatif deskriptif terhadap 69 mahasiswa dari dua perguruan tinggi di kota Palembang. Instrumen menggunakan tes berpikir kritis yang dikembangkan oleh Lauren B. Starkey, lalu dianalisis menggunakan model Rasch melalui Winsteps versi 3.73, dimana dari hasil penelitian menunjukkan instrumen memiliki reliabilitas aitem 0,88, reliabilitas responden 0,86, Cronbach’s Alpha 0,89, dan memenuhi  kriteria minimal unidimensionalitas (31,2%). Hasil penelitian pada 2 kampus menunjukkan bahwa sebanyak 52,17% berada pada kategori sangat rendah, 4,35 % kategori rendah, 21,74% kategori tinggi, dan 21,74% kategori sangat tinggi. Namun, pada kampus A didominasi kategori sangat rendah dan rendah 60,87% sedangkan kampus B didominasi 52,16% di kategori sangat tinggi dan tinggi. Meski demikian, berdasarkan hasil Differential Item Functioning (DIF) ditemukan bahwa kampus A ternyata memiliki kelebihan dalam mengevaluasi informasi, menilai kualitas argumen, serta memberikan pertimbangan terhadap alternatif solusi berdasarkan bukti yang tersedia. Temuan ini menunjukkan bahwa pendekatan Rasch dapat mengungkap profil dan disparitas keterampilan berpikir kritis calon guru biologi, sekaligus menjadi dasar penguatan pengembangan keterampilan berpikir kritis calon guru biologi.

References

Aflalo, E. (2026). Student Involvement in Digital Tool Selection: A Pedagogical Approach to Critical Thinking-Oriented Learning. Education Sciences, 16(4), 512. https://doi.org/10.3390/educsci16040512

Anderson, L. C., & Fernandez-Branson, C. (2024). Alignment of learning objectives, assessments, and active learning to promote critical thinking in a first-year medical physiology course: lessons learned. Advances in Physiology Education, 48(2), 385–394. https://doi.org/10.1152/advan.00096.2023

Anggrella, D. P., & Sudrajat, A. K. (2025). Profile and Views on Botanical Literacy: A Study From a Final Year Preservice Biology Teacher. JPBI (Jurnal Pendidikan Biologi Indonesia), 11(2), 548–561. https://doi.org/10.22219/jpbi.v11i2.40470

Apriliani, E. A., Afandi, Yuniarti, A., & Bilanti, E. (2022). Critical Thinking Appraisal Scale Profile of Prospective Biology Teachers in Tanjungpura University. The 3rd International Conference on Science Education, 070022. https://doi.org/10.1063/5.0113151

Bond, T., Yan, Z., & Heene, M. (2020). Applying the Rasch Model. Routledge. https://doi.org/10.4324/9780429030499

Comstock, G., & Grühn, D. (2026). Assessing critical thinking about argumentative essays: the Critical Reasoning and Inference Test (CRIT). Assessment & Evaluation in Higher Education, 1–14. https://doi.org/10.1080/02602938.2026.2653881

Darussyamsu, R., Lufri, L., Ahda, Y., Alberida, H., Ambiyar, A., & Samsudin, S. (2024). The Effectiveness of Project-Based Learning Model with RAHMA Syntax to Improve Prospective Biology Teachers’ Critical Thinking Skills. Jurnal Pendidikan IPA Indonesia, 13(4). https://doi.org/10.15294/xy8mr440

Dowd, J. E., Thompson, R. J., Schiff, L. A., & Reynolds, J. A. (2018). Understanding the Complex Relationship between Critical Thinking and Science Reasoning among Undergraduate Thesis Writers. CBE—Life Sciences Education, 17(1), ar4. https://doi.org/10.1187/cbe.17-03-0052

García-Carmona, A. (2025). Scientific Thinking and Critical Thinking in Science Education . Science & Education, 34(1), 227–245. https://doi.org/10.1007/s11191-023-00460-5

Gkintoni, E., Antonopoulou, H., Sortwell, A., & Halkiopoulos, C. (2025). Challenging Cognitive Load Theory: The Role of Educational Neuroscience and Artificial Intelligence in Redefining Learning Efficacy. Brain Sciences, 15(2), 203. https://doi.org/10.3390/brainsci15020203

Gu, L., Ling, G., Liu, O. L., Yang, Z., Li, G., Kardanova, E., & Loyalka, P. (2021). Examining mode effects for an adapted Chinese critical thinking assessment. Assessment & Evaluation in Higher Education, 46(6), 879–893. https://doi.org/10.1080/02602938.2020.1836121

Huber, C. R., & Kuncel, N. R. (2016). Does College Teach Critical Thinking? A Meta-Analysis. Review of Educational Research, 86(2), 431–468. https://doi.org/10.3102/0034654315605917

Hyytinen, H., Jämsä, M., Tuononen, T., & Kleemola, K. (2025). A systematic-narrative review of performance-based assessments of critical thinking in higher education. Assessment & Evaluation in Higher Education, 50(8), 1293–1310. https://doi.org/10.1080/02602938.2025.2553341

Kurnaz, F. B., & Yildiz, H. (2023). Investigating the sources of differential item functioning: A sample critical thinking motivation scale. International Journal of Assessment Tools in Education, 10(3), 434–453. https://doi.org/10.21449/ijate.1279152

Liu, Y., & Pásztor, A. (2022). Effects of problem-based learning instructional intervention on critical thinking in higher education: A meta-analysis. Thinking Skills and Creativity, 45, 101069. https://doi.org/10.1016/j.tsc.2022.101069

Lu, L., Mustakim, S. S., & Muhamad, M. M. (2025). A Meta-analysis of the Effectiveness of Problem-based Learning on Critical Thinking. European Journal of Educational Research, 14(3), 789–804. https://doi.org/10.12973/eu-jer.14.3.789

Madieva, A., Chaldanbaeva, A., Dzhaanbaeva, A., & Ckukun kyzy, N. (2025). Improving The Methodology for Training Future Biology Teachers in A Distance Learning Environment. Social Sciences & Humanities Open, 12, 102283. https://doi.org/10.1016/j.ssaho.2025.102283

Marangio, K., Carpendale, J., Cooper, R., & Mansfield, J. (2024). Supporting the Development of Science Pre-service Teachers’ Creativity and Critical Thinking in Secondary Science Initial Teacher Education. Research in Science Education, 54(1), 65–81. https://doi.org/10.1007/s11165-023-10104-x

Maryuningsih, Y., Hidayat, T., Riandi, R., & Rustaman, N. Y. (2020). The Critical Thinking Skills of Biology Teacher Candidates Toward The Ethical Issues. JPBI (Jurnal Pendidikan Biologi Indonesia), 6(1), 65–74. https://doi.org/10.22219/jpbi.v6i1.10779

Michalsky, T. (2024). Metacognitive Scaffolding for Preservice Teachers’ Self-Regulated Design of Higher Order Thinking Tasks. Heliyon, 10(2), e24280. https://doi.org/10.1016/j.heliyon.2024.e24280

Paulsen, V. H., & Kolstø, S. D. (2022). Students’ reasoning when faced with test items of challenging aspects of critical thinking. Thinking Skills and Creativity, 43, 100969. https://doi.org/10.1016/j.tsc.2021.100969

Rusch, T., Lowry, P. B., Mair, P., & Treiblmaier, H. (2017). Breaking free from the limitations of classical test theory: Developing and measuring information systems scales using item response theory. Information & Management, 54(2), 189–203. https://doi.org/10.1016/j.im.2016.06.005

Sari, T. N. I., & Rakhmawati, A. (2024). Analysis The Quality of Critical Thinking and Creativity Questions in High School Biology Subjects with The Rasch Model. Research and Development in Education (RaDEn), 4(1), 602–616. https://doi.org/10.22219/raden.v4i1.32758

Suwita, S., Saputro, S., Sajidan, S., & Sutarno, S. (2024). Assessing Lower-Secondary School Students’ Critical Thinking Skills in Photosynthesis: A Rasch Model Approach. Journal of Baltic Science Education, 23(6), 1278–1290. https://doi.org/10.33225/jbse/24.23.1278

Syahfitri, J. (2023). Analysis of The Critical Thinking Style of Prospective Biology Teachers Students. Jurnal Penelitian Pendidikan IPA, 9(10), 8146–8151. https://doi.org/10.29303/jppipa.v9i10.3704

Uminski, C., Burbach, S. M., & Couch, B. A. (2024). Undergraduate Biology Lecture Courses Predominantly Test Facts about Science Rather than Scientific Practices. CBE—Life Sciences Education, 23(2). https://doi.org/10.1187/cbe.23-12-0244

Vendrell, M., & Johnston, S.-K. (2026). Scaffolding Critical Thinking With Generative AI: Design Principles for Integrating Large Language Models in Higher Education. Computers and Education: Artificial Intelligence, 10, 100572. https://doi.org/10.1016/j.caeai.2026.100572

Yuan, R., & Liao, W. (2023). Critical Thinking in Teacher Education: Where Do We Stand And Where Can We Go? Teachers and Teaching, 29(6), 543–552. https://doi.org/10.1080/13540602.2023.2252688

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Published

2026-08-25

How to Cite

Nawawi, S., Johari, A., Asra, R., & Anggereini, E. (2026). Disparitas Keterampilan Berpikir Kritis Mahasiswa Calon Guru Biologi Ditinjau Melalui Pendekatan Rasch Model. Didaktika Biologi: Jurnal Penelitian Pendidikan Biologi , 10(1), 45–59. https://doi.org/10.32502/didaktikabiologi.v10i1.2267