Assessing Students’ Higher Order Thinking Skills in Geometry: A Rasch Analysis
DOI:
https://doi.org/10.31980/plusminus.v3i3.1505Keywords:
Kemampuan berpikir tingkat tinggi, Geometri, Analisis Rasch, Higher order thinking skills, Geometry, Rasch AnalysisAbstract
Kemampuan Berpikir Tingkat Tinggi merupakan tantangan penting bagi siswa di abad ke-21. Dalam sepuluh tahun terakhir, banyak penelitian nasional dan internasional telah dilakukan untuk mengidentifikasi kesulitan dan meningkatkan HOTS siswa, khususnya dalam Geometri. Tujuan dari studi ini adalah untuk mempelajari lebih lanjut tentang HOTS Geometri di kalangan siswa SMA Palembang menggunakan analisis Rasch. Data untuk studi ini dikumpulkan melalui tes tertulis 18 pertanyaan Geometri HOTS yang diujikan pada 75 siswa kelas X salah satu SMA di Pelembang. Model Rasch digunakan untuk menganalisis data hasil tes secara deskriptif. Hasil analisis data menunjukkan bahwa kemampuan HOTS siswa dalam Geometri masih kurang. Skor logit rata-rata HOTS siswa adalah -0,18. Selain itu, beberapa respons siswa tidak sesuai dengan pola model Rasch. Akibatnya, penelitian lebih lanjut diperlukan untuk meningkatkan HOTS siswa dalam Geometri.
Higher Order Thinking Skills (HOTS) is an important challenge for students in the twenty-first century. In the last ten years, many national and international studies have been conducted to identify difficulties and improve students' HOTS, particularly in Geometry. The purpose of this study is to learn more about HOTS students' Geometry among Palembang senior high school students using Rasch analysis. The data for this study were gathered using a description test of 18 HOTS Geometry questions which was tested on 73 class X students at one of the high schools in Pelembang. The Rasch model was used to analyze the test result data descriptively. Data analysis results show that students' HOTS ability in Geometry is still lacking. Students' HOTS average logit score is -0.18. Furthermore, some students' responses did not match the pattern of the Rasch model. As a result, future research is required to improve students' HOTS in Geometry.
References
Afhami, A. H. (2022). Aplikasi Geogebra Classic terhadap Pemahaman Konsep Matematika Siswa pada Materi Transformasi Geometri. Plusminus: Jurnal Pendidikan Matematika, 2(3), 449-460.
Ali, N. N., Lestari, P., & Rahayu, D. V. (2023). Kesulitan Siswa SMP Pada Pembelajaran Geometri Materi Bangun Datar. Plusminus: Jurnal Pendidikan Matematika, 3(1), 139-146.
Antara, I. G. W. S., Sudarma, I. K., & Dibia, I. K. (2020). The Assessment Instrument of Mathematics Learning Outcomes Based on HOTS toward Two-Dimensional Geometry Topic. Indonesian Journal of Educational Research and Review, 3(2), 19–24.
Aziz, A. A., Zaharim, A., Fuaad, N. F. A., & Nopiah, Z. M. (2013). Students’ Performance on Engineering Mathematics: Applying rasch measurement model. 12th International Conference on Information Technology Based Higher Education and Training, ITHET 2013.
Azizah, & Wahyuningsih, S. (2020). Penggunaan Model Rasch untuk Analisis Instrumen Tes pada Mata Kuliah Matematika Aktuaria. J U P I T E K: Jurnal Pendidikan Matematika, 3(1), 45–50.
Chan, S. W., Ismail, Z., & Sumintono, B. (2014). A Rasch Model Analysis on Secondary Students’ Statistical Reasoning Ability in Descriptive Statistics. Procedia - Social and Behavioral Sciences, 129, 133–139.
Clements, D. H., & Battista, M. T. (1992). Geometry and spatial reasoning. In D. A. Drouws (Ed.), Handbook of research on mathematics teaching and learning (pp. 420–464).
Dwinata, A. (2019). Analisis Kemampuan Pemecahan Masalah Menggunakan Pemodelan Rasch pada Materi Permutasi dan Kombinasi. PRISMA: Prosiding Seminar Nasional Matematika, 2, 124–131.
Gagatsis, A., & Geitona, Z. (2021). A Multidimensional Approach to Students’ Creativity in Geometry: Spatial Ability, Geometrical Figure Apprehension, and Multiple Solutions in Geometrical Problems. Education, 18, 5–16.
Hamdu, G., Fuadi, F. N., Yulianto, A., & Akhirani, Y. S. (2020). Items Quality Analysis using Rasch Model to Measure Elementary School Students’ Critical Thinking Skill on Stem Learning. JPI: Jurnal Pendidikan Indonesia, 9(1), 61.
Herwin, H., Tenriawaru, A., & Fane, A. (2019). Math Elementary School Exam Analysis Based on the Rasch Model. Jurnal Prima Edukasia, 7(2), 106–113.
Kim, K. M., & Md-Ali, R. (2017). GeoGebra: Towards Realizing 21st Century Learning in Mathematics Education. Malaysian Journal of Learning and Instruction, 93–115.
Kristanto, P. D., & Setiawan, P. G. F. (2020). Pengembangan Soal HOTS (Higher Order Thinking Skills) Terkait dengan Konteks Pedesaan. PRISMA: Prosiding Seminar Nasional Matematika, 3, 370–376.
Lukitasari, M., Handika, J., Murtafiah, W., & Nurhikmawati, A. R. (2020). Examining Students’ Self-Assessment of Digital Argumentation (Sada) in E-Biology Class: A rasch analysis. JPBI: Jurnal Pendidikan Biologi Indonesia, 6(2), 209–216.
Maat, S. M., & Rosli, M. K. (2016). The Rasch Model Analysis for Statistical Anxiety Rating Scale (STARS). Creative Education, 07(18), 2820–2828.
Mahmud, Z., Ghani, N. A. M., & Rahim, R. A. (2013). Assessing Students’ Learning Ability in a Postgraduate Statistical Course: A Rasch Analysis. Procedia - Social and Behavioral Sciences, 89, 890–894.
Murwanto, A., Qohar, A., & Sa’dijah, C. (2022). Pengembangan LKPD daring pendekatan guided discovery berbasis HOTS materi persamaan dan fungsi kuadrat. Mosharafa: Jurnal Pendidikan Matematika, 11(3), 391-402.
Muslim, M., Ikhsan, M., & Fuadi, A. (2018). Student Difficulties in Solving High Order Thinking Skills (HOTS) Problem on Geometry Problems Viewed from the Cognitive Styles. Proceeding of The 8th Annual International Conference (AIC) on Social Sciences, 310–315.
Purnomo, S. (2015). Analisis Kemampuan Siswa SMP dalam Menyelesaikan Soal Pisa Konten Shape and Space Berdasarkan Model Rasch. Universitas Jember. https://repository.unej.ac.id/bitstream/handle/123456789/62571/Artikel Semnas Suryo %2B Sertifikat.pdf?sequence=1&isAllowed=y
Safrida, L. N., Susanto, Setiawan, T. B., Ambarwati, R., & Hussen, S. (2021). An Analysis of Undergraduate Students’ Higher Order Thinking Skills in Geometry. Journal of Physics: Conference Series, 1839(1).
Saidi, S. S., & Siew, N. M. (2019). Reliability and Validity Analysis of Statistical Reasoning Test Survey Instrument Using the Rasch Measurement Model. International Electronic Journal of Mathematics Education, 14(3), 535–546.
Septia, T., & Wahyu, R. (2023). Literasi Digital Peserta Didik Dalam Pembelajaran Geometri Terintegrasi Geogebra. Plusminus: Jurnal Pendidikan Matematika, 3(1), 51-60.
Siregar, B. H., & Siregar, N. H. (2020). Improvement of Students’ High Order Thinking Skills (Hots) Ability through the Application of Van Hiele Theory Assisted by Video Animation. Journal of Mathematical Pedagogy, 2(1), 32–39.
Sumintono, B. (2019). English language assessment and rasch model measurement: An introduction. PROCEEDING AISELT (Annual International Seminar on English Language Teaching), 3(3).
Sumintono, B., & Widhiarso, W. (2015). Aplikasi Pemodelan Rasch pada Assessment Pendidikan. Cimahi: Trim Komunikata.
Syadiah, A. N., & Hamdu, G. (2020). Analisis Rasch untuk Soal Tes Berpikir Kritis pada Pembelajaran Stem di Sekolah Dasar. Premiere Educandum: Jurnal Pendidikan Dasar Dan Pembelajaran, 10(2), 138. https://doi.org/10.25273/pe.v10i2.6524
Yurniwati, Y., & Utomo, E. (2020). Problem-based Learning Flipped Classroom Design for Developing Higher-Order Thinking Skills During the COVID-19 Pandemic in Geometry Domain. Journal of Physics: Conference Series, 1663(1), 12057.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Plusminus: Jurnal Pendidikan Matematika
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.