Application of Gauss-Jordan in Fixed Pulley System Solving to Mathematical Thinking Abilities and Learning Outcomes
DOI: https://doi.org/10.26618/0jeqap46
fixed pulley, Gauss-Jordan elimination, learning outcomes, mathematical thinking, physics education
Abstract
Mathematical thinking ability is an essential component of physics learning because many physical phenomena are represented through mathematical models and systems of equations. However, students often have difficulty solving fixed-pulley system problems because they must simultaneously interpret physical concepts and solve systems of linear equations with multiple variables. This study aimed to analyze the application of the Gauss-Jordan elimination method in learning fixed pulley systems and to examine its effect on mathematical thinking ability, learning outcomes, and student responses. The study employed a quantitative approach with a posttest-only control-group quasi-experimental design. The participants comprised 130 respondents across two educational levels: 61 university students from the Physics Education Study Program at the University of Jember and 69 eleventh-grade students from SMAN 3 Jember. The experimental class was taught using the Gauss-Jordan elimination method, while the control class was taught using the substitution-elimination method. Data were collected through essay tests, learning outcome tests, and response questionnaires, and analyzed using the Independent Samples t-test and the Mann-Whitney U test, depending on the data distribution. The results showed that among school students, significant differences were found in the indicators of specializing (0.016), generalizing (0.001), and conjecturing (0.031), but not in convincing (0.468). Among university students, significant differences were found across all mathematical thinking indicators: specializing (0.007), generalizing (0.000), conjecturing (0.018), and convincing (0.004). Learning outcomes also differed significantly for both university students (0.000) and school students (0.010). In addition, student responses to the method's implementation were positive, averaging 71%. The novelty of this study lies in the integration of the Gauss-Jordan elimination method as a structured mathematical procedure in solving fixed pulley system problems in physics learning across two educational levels. In conclusion, the Gauss-Jordan elimination method can serve as an alternative instructional strategy that supports mathematical thinking, improves learning outcomes, and strengthens the connection between physical concepts and mathematical representations, thereby contributing to more systematic and meaningful physics education.
References
Alarabi, K., Tairab, H., Wardat, Y., Belbase, S., & Alabidi, S. (2022). Enhancing the learning of Newton’s second law of motion using computer simulations. Journal of Baltic Science Education, 21(6), 946–966. https://doi.org/10.33225/jbse/22.21.946
Arefin, M. N. E. (2021). A unique approach to solve the system of linear equations. International Journal of Innovative Technology and Interdisciplinary Sciences, 4(1), 623–633. https://doi.org/10.15157/IJITIS.2021.4.1.623-633
Armelia, M. N., & Ismail, I. (2021). Pengaruh self-regulated learning terhadap kemampuan berpikir reflektif matematis siswa. Jurnal Cendekia, 5(2), 1757–1768. https://doi.org/10.31004/cendekia.v5i2.687
Badmus, O. T., & Jita, L. C. (2024). Physics difficulty and problem-solving: Exploring the role of mathematics and mathematical symbols. Interdisciplinary Journal of Education Research, 6, 1–14. https://doi.org/10.38140/ijer-2024.vol6.08
Baran-Bulut, D., & Yüksel, T. (2023). Interdisciplinary teaching: Solving real-life physics problems through mathematical modelling. Electronic Journal for Research in Science & Mathematics Education, 27(4), 118–140. https://ejrsme.icrsme.com/article/view/22761
Batarius, P., & Samane, I. P. A. N. (2021). Analisis metode Gauss-Jordan dalam penentuan arus pada rangkaian listrik. Jurnal Ilmiah Matrik, 23(3), 279–290. https://doi.org/10.33557/jurnalmatrik.v23i3.1508
Bowers, J., Anderson, M., & Beckhard, K. (2024). A mathematics educator walks into a physics class: Identifying math skills in students’ physics problem-solving practices. Journal for STEM Education Research, 7(3), 335–361. https://doi.org/10.1007/s41979-023-00105-w
Delima, N., Kusumah, Y. S., & Fatimah, S. (2021). Students’ mathematical thinking and comprehensive mathematics instruction (CMI) model. Formatif: Jurnal Ilmiah Pendidikan MIPA, 11(2), 161-172. https://doi.org/10.30998/formatif.v11i2.7807
Devlin, K. (2021). Teaching mathematics as a way of thinking—not calculating. Eesti Haridusteaduste Ajakiri (Estonian Journal of Education), 9(1), 33-59. https://doi.org/10.12697/eha.2021.9.1.02b
Dharma, N. D., Supriadi, B., Subiki, S., Maryani, M., & Putri, U. A. (2025). Implementasi eliminasi Gauss-Jordan dalam materi katrol tetap fisika kelas XI SMA/MA. Eduproxima (Jurnal Ilmiah Pendidikan IPA), 7(4), 2030–2038. https://doi.org/10.29100/.v7i4.8188
Escalona, J. L., & Mohammadi, N. (2022). Advances in the modeling and dynamic simulation of reeving systems using the arbitrary Lagrangian–Eulerian modal method. Nonlinear Dynamics, 108(4), 3985–4003. https://doi.org/10.1007/s11071-022-07357-y
Fadhilah, R., Sujadi, I., & Siswanto, S. (2021). The critical thinking process of senior high school students in problem-solving of linear equations system. Journal of Physics: Conference Series, 1808(1), 1-7. https://doi.org/10.1088/1742-6596/1808/1/012063
Fitriyana, S., Farhan, A., Susanna, S., Hamid, A., & Mahzum, E. (2025). The effect of guided inquiry learning model on students’ science process skills and learning outcomes in physics science lessons. Jurnal Pendidikan Fisika, 13(3), 555–571. https://doi.org/10.26618/0m4ny850
Hamidah, K., & Suherman, S. (2016). Proses berpikir matematis siswa dalam menyelesaikanmasalah matematika ditinjau dari tipe kepribadian keirsey. Al-Jabar: Journal of Mathematics Education, 7(2), 231–248. https://doi.org/10.24042/ajpm.v7i2.38
Haratua, T. M. S., & Sirait, J. (2016). Representations based physics instruction to enhance students’ problem solving. American Journal of Educational Research, 4(1), 1–4. https://pubs.sciepub.com/education/4/1/1/index.html
Herliana, F., Mardila, R., Mahzum, E., Zainuddin, Z., Wahyuni, A., Elisa, E., & Muliyati, D. (2025). The effect of web-based inquiry physics problems on high school students’ physics learning outcomes. Jurnal Pendidikan Fisika, 13(2), 206–224. https://doi.org/10.26618/jpf.v13i2.17788
Ilyas, I., & Liu, A. N. A. L. (2019). Development of physics learning tools based on contextual teaching and learning in a remote island area. Jurnal Pendidikan Fisika, 7(1), 1–8. https://doi.org/10.26618/jpf.v7i1.1590
Indriati, K. (2019). Matriks, vektor, dan program linier. Unika Atma Jaya.
Kamil, F. (2023). Matematika sebagai fondasi kritis dalam menaklukkan tantangan soal fisika. Journal of Educational and Applied Science, 1(1), 1–6. https://doi.org/10.30739/jeas.v1i1.2486
Kartini, K. S., & Putra, I. N. T. A. (2020). Respon siswa terhadap pengembangan media pembelajaran interaktif berbasis android. Jurnal Pendidikan Kimia Indonesia, 4(1), 12–19. https://doi.org/10.23887/jpk.v4i1.24981
Kumari, K., & Poonia, R. K. (2021). A study of solving system of linear equation using different methods and its real life applications. Journal of University of Shanghai for Science and Technology, 23(7), 723–733. https://doi.org/10.51201/jusst/21/07197
Maries, A., & Singh, C. (2023). Helping students become proficient problem solvers part I: A brief review. Education Sciences, 13(2), 1-21. https://doi.org/10.3390/educsci13020156
Midgett, C. W., & Eddins, S. K. (2001). NCTM’s principles and standards for school mathematics: Implications for administrators. NASSP Bulletin, 85(623), 35-42. https://doi.org/10.1177/019263650108562305
Mulyastuti, H., Sutopo, S., & Taufiq, A. (2019). Identification of high school students’ problem-solving skills on rotational dynamics. Journal of Physics: Conference Series, 1171(1), 1-14. https://doi.org/10.1088/1742-6596/1171/1/012028
Musengimana, T., Yadav, L. L., Uwamahoro, J., & Nizeyimana, G. (2025). Effect of systematic physics problem-solving strategy on secondary school students’ learning achievement. Physics Education, 60(3). https://doi.org/10.1088/1361-6552/adc8ed
Ni’mah, S., Supriadi, B., & Nuraini, L. (2025). Teaching material design for solving 2 & 3 loop electrical circuits using the Gauss-Jordan elimination method. Journal of Teaching and Learning Physics, 10(2), 110–120. https://doi.org/10.15575/jotalp.v10i2.44536
Nugraha, A. M. (2019). Graphic user interface (GUI) untuk materi dinamika gerak sistem katrol berbasis MATLAB. Navigation Physics: Journal of Physics Education, 1(2), 51–58. https://doi.org/10.30998/npjpe.v1i2.200
Oliveira, T. R. de, & Lemos, N. A. (2018). Force and torque of a string on a pulley. American Journal of Physics, 86(4), 275–279. https://doi.org/10.1119/1.5016040
Patero, J. L. (2023). The art of mathematical modeling in college physics: Strategies for fostering student engagement. International Journal of Advanced Research in Science, Communication and Technology, 3(1), 774–779. https://doi.org/10.48175/IJARSCT-12369
Piramanayagam, P., Bhalla, Y., Venkanna, K., Kumar, V. V., Sudheesh, P., & Sivaraman, R. (2024). Mathematical physics approaches to nanotechnology and material science. Nanotechnology Perceptions, 20(S16), 85–97. https://doi.org/10.62441/nano-ntp.vi.3614
Puspitasari, L., In’am, A., & Syaifuddin, M. (2018). Analysis of students’ creative thinking in solving arithmetic problems. International Electronic Journal of Mathematics Education, 14(1), 49-60. https://doi.org/10.12973/iejme/3962
Rahayu, R., Bintoro, H. S., & Murti, A. C. (2022). The effect of self-confidence on the mathematical thinking ability of junior high school students. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 11(4), 3826–3833. http://dx.doi.org/10.24127/ajpm.v11i4.5892
Rahma, A. N., Rahmawati, R., & Wahyuni, W. (2020). Metode eliminasi Gauss untuk penyelesaian sistem kongruensi linier. Jurnal Sains Matematika dan Statistika, 6(1), 30-39. https://doi.org/10.24014/jsms.v6i1.9250
Rizki, L. M., & Priatna, N. (2019). Mathematical literacy as the 21st century skill. Journal of Physics: Conference Series, 1157(4), 1-5. https://doi.org/10.1088/1742-6596/1157/4/042088
Rohmawati, Q., Siswanto, J., & Roshayanti, F. (2023). Kepraktisan dan efektivitas pembelajaran konsep dinamika rotasi berorientasi education for sustainable development (ESD) untuk meningkatkan keterampilan berpikir kreatif. Jurnal Inovasi Pembelajaran di Sekolah, 4(1), 193–200. https://doi.org/10.51874/jips.v4i1.75
Saquin, C., & Ancog, E. (2025). System of linear equations: A comparative study between Cramer’s rule and Paravartya’s rule. Journal of Education and Learning Reviews, 2(3), 1–20. https://doi.org/10.60027/jelr.2025.1303
Saraswati, D. L., Lestari, I., Seruni, S., Andinny, Y., & Hikmah, N. (2020). The effect of basic mathematical abilities on learning outcomes of physics education students. Journal of Physics: Conference Series, 1464, 1-4. https://doi.org/10.1088/1742-6596/1464/1/012008
Shidqiya, A. I., & Sukestiyarno, S. (2022). Analysis of students’ mathematical thinking ability in terms of self-efficacy. Unnes Journal of Mathematics Education, 11(3), 272–281. https://doi.org/10.15294/ujme.v11i3.58772
Singh, A. (2021). Introduction to matrix theory. Springer. https://doi.org/10.1007/978-3-030-80481-7
Sirait, J., Oktavianty, E., Silitonga, H. T. M., & Ainley, J. (2025). Physics education students’ views about force diagrams while solving physics problems. Jurnal Pendidikan IPA Indonesia, 14(2), 267-281. https://doi.org/10.15294/jpii.v14i2.21457
Sirnoorkar, A., Bergeron, P. D. O., & Laverty, J. T. (2023). Sensemaking and scientific modeling: Intertwined processes analyzed in the context of physics problem solving. Physical Review Physics Education Research, 19(1), 1-19. https://doi.org/10.1103/PhysRevPhysEducRes.19.010118
Stacey, K. (2006). What is mathematical thinking and why is it important?. Proceedings of the APEC- Tsukuba International Conference 2007: Innovative Teaching Mathematics through Lesson Study, 39–48. https://www.criced.tsukuba.ac.jp/math/apec/apec2007/paper_pdf/Kaye%20Stacey.pdf
Supriadi, B., Anggraeni, S. N. H., Purwanti, N. Y. N., Pujiningtiyas, E. B., Mahartika, D., & Wardhany, M. K. K. (2025). Dinamika sistem katrol: Teori dan aplikasi matriks dalam gerak sistem katrol. UPA Penerbitan Universitas Jember.
Supriadi, B., Arsita, M., Ni’mah, S., Wardhany, M. K. K., Afidah, Z., & Kinanti, A. Z. L. (2025). The effectiveness of Cramer’s rule on the system of linear equations (LES) of 2-loop electrical circuits in improving mathematical thinking ability and learning outcomes. Unnes Science Education Journal, 14(1), 153–163. https://doi.org/10.15294/usej.v14i1.20515
Supriadi, B., Maryani, M., Putri, F. A., Zahro, R. F., Rohman, M. F., Sari, P. A. E., & Nafisah, N. (2026). The effect of algorithmic Gauss-Jordan method on mathematical reasoning and learning outcomes in dynamic electricity. Jurnal Ilmiah Ilmu Terapan Universitas Jambi, 10(1), 181–200. https://doi.org/10.22437/jiituj.v10i1.52626
Suryanti, S., Solikhah, B. M., Suliana, R., Pramesti, C., & Sari, A. S. L. (2024). Students’ ability to solve story problems on systems of linear equations using John Dewey’s approach. Journal of Education and Learning Mathematics Research (JELMaR), 5(1), 55–65. https://doi.org/10.37303/jelmar.v5i1.145
Syahputra, E. (2024). Pembelajaran abad 21 dan penerapannya di Indonesia. Journal of Information System and Education Development, 2(4), 10–13. https://doi.org/10.62386/jised.v2i4.104
Wahab, A. A., Kusuma, Y. S., Juandi, D., Turmudi, T., Buhaerah, B., & Syaiful, S. (2024). Understanding students’ struggles in solving mathematical problems: A systematic literature review using Polya’s framework. Jurnal Pendidikan Progresif, 14(3), 1728–1753. https://doi.org/10.23960/jpp.v14.i3.2024118
Yamin, Y., Napitupulu, E. E., & Harahap, F. (2022). Development of mathematical LKPD based on scientific approach to improve students’ mathematical problem solving at SD Negeri 1 Rimo. Sensei International Journal of Education and Linguistic, 2(1), 165–187. https://scispace.com/pdf/development-of-mathematical-lkpd-based-on-scientific-4hqie75gsa.pdf
Yenilmez, K., Özcan, H., Batu, A., & Mart, F. (2022). An analysis of LGS (transition to high school test) mathematics questions in terms of mathematical thinking components. Osmangazi Journal of Educational Research, 9(2), 1–21. https://dergipark.org.tr/en/pub/ojer/issue/74184/1136284
Zhao, F. F., & Schuchardt, A. (2021). Development of the sci-math sensemaking framework: Categorizing sensemaking of mathematical equations in science. International Journal of STEM Education, 8(10), 1–18. https://doi.org/10.1186/s40594-020-00264-x
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Maryani, Bambang Supriadi , Ummi Zahrotul Ainiyah , Aulia Wulansari Agustin , Lutfiah Hafifatul Jannah , Sakti Kalisa Sefanda , Shinta Nuriyah Mahbubiyah Royani

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Copyright:
Authors who publish with this journal agree to the following terms:
1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
Licence:
Authors are free to:
1. Share: Copy and redistribute the material in any medium or format
2. Adapt: Remix, transform, and build upon the material for any purpose, even commercially.
The licensor cannot revoke these freedoms as long as the authors follow the license terms, which include the following:
1. Attribution: You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
2. ShareAlike: If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.
3. No additional restrictions: You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Jurnal Pendidikan Fisika is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.



