Levels and Dimensions of Mathematics Anxiety among Students Enrolled in the Linear Algebra and Matrices Course
DOI:
https://doi.org/10.33541/edumatsains.v11i1.8511Keywords:
Gender, Linear Algebra and Matrices, Mathematics anxiety, Cognitive dimension, Attitudinal dimensionAbstract
This study aimed to describe the dimensions of mathematics anxiety based on gender during the learning of Linear Algebra and Matrices. Mathematics anxiety is a psychological factor that influences students' thinking ability, self-confidence, and academic performance when dealing with mathematical problems. This study employed a quantitative descriptive approach involving 40 fourth-semester students at Universitas Indraprasta PGRI during the 2025/2026 academic year. Data were collected using a questionnaire consisting of 23 Likert-scale items measuring three dimensions of mathematics anxiety: somatic, cognitive, and attitudinal. The data were analyzed using descriptive statistics and classified according to the dimensions and measurement criteria of mathematics anxiety. The findings indicated that students' mathematics anxiety percentages ranged from 54.66% to 63.58%, suggesting that their mathematics anxiety levels were within the moderate to high categories. In the somatic dimension, the mathematics anxiety percentage was 55.00% for female students and 54.66% for male students. In the cognitive dimension, both male and female students exhibited the highest anxiety levels compared with the other two dimensions, with percentages of 62.91% and 63.58%, respectively. In contrast, in the attitudinal dimension, male students demonstrated a slightly higher percentage (56.69%) than female students (55.50%). Overall, students' mathematics anxiety was predominantly influenced by the cognitive and attitudinal dimensions. Therefore, efforts to reduce mathematics anxiety should focus on instructional strategies that enhance students' self-confidence, provide opportunities for gradual learning, foster a supportive and low-pressure classroom environment, and offer constructive support and positive feedback to help students overcome anxiety when solving mathematical problems.
References
Akmalia, R., & Ulfah, S. (2021). Kecemasan dan Motivasi Belajar Siswa SMP Terhadap Matematika Berdasarkan Gender di Masa Pandemi COVID-19. Jurnal Cendekia: Jurnal Pendidikan Matematika, 5(3), 2285-2293.
Cassady, J. C., & Johnson, R. E. (2002). Cognitive test anxiety and academic performance. Contemporary Educational Psychology, 27(2), 270–295. https://www.sciencedirect.com/science /article/abs/pii/S0361476X0191094X
Cavanagh, R., & Sparrow, L. (2010). Measuring mathematics anxiety: Paper 1 - Developing a construct model. Paper presented at the Australian Association for Research in Education (AARE) Annual Conference, Melbourne. https://www.aare.edu.au/publications/aare-conference-papers/show/6015/measuring-mathematics-anxiety-paper-1-developing-a-construct-model
Ellis, J., Fosdick, B. K., & Rasmussen, C. (2016). Women 1.5 times more likely to leave STEM pipeline after calculus compared to men: lack of mathematical confidence a potential culprit. PLoS One, 11(7), 1–14. https://journals.plos.org/plosone/article?id=10.1371/ journal.pone.0157447
Handayani, S. D. (2019). Pengaruh kecemasan matematika terhadap pemahaman konsep matematika. SAP (Susunan Artikel Pendidikan), 4(1), 59-65. https://journal.lppmunindra.ac.id/ index.php/SAP/article/view/3708
Hembree, R. (1988). Correlates, causes, effects, and treatment of test anxiety. Review of Educational Research, 58(1), 47–77. https://journals.sagepub.com/doi/10.3102/0034654 3058001047
https://j-cup.org/index.php/cendekia/article/view/846
Juniardi, M. A., Rahmi, D., Yuniati, S., & Kurniati, A. (2024). Tingkatan Math Anxiety Siswa SMP Berdasarkan Gender. SIGMA: Jurnal Pendidikan Matematika, 16(1), 1–10. https://garuda.kemdiktisaintek.go.id/documents/detail/3999089
Liana, J., Rahmatia, R., & Iriana, A. (2025). Pengaruh Kecemasan Matematika (Math Anxiety) dan Gender Terhadap Hasil Belajar Matematika Siswa SMP Negeri 12 Baubau. Jurnal Akademik Pendidikan Matematika, 11(1), 38-46. https://doi.org/10.55340/japm.v11i1.1819.
Mukti, N., Sridana, N., Triutami, T. W., & Sarjana, K. (2022). Pengaruh Kecemasan Matematika dan Motivasi Belajar Terhadap Prestasi Belajar Matematika Siswa. Jurnal Ilmiah Profesi Pendidikan, 7(4), 2324-2332. https://jipp.unram.ac.id/index.php/jipp/article/view/973
Onyeizugbo, E. U., (2010). Self-Efficacy and Test Anxiety as Correlates of Academic Performance. Journal of Educational Research. 1 (10), 477-485. https://www.interesjournals.org/ articles/selfefficacy-and-test-anxiety-as-correlates-of-academic-performance.pdf
Pelch, M. A. (2018). STEM students’ perceptions of their high school and university mathematics experiences. International Journal of STEM Education, 5(33). https://link.springer. com/article/10.1186/s40594-018-0130-7
Putra. A & Yulanda. Y. (2021). Kecemasan Matematika Siswa dan Pengaruhnya: Systematic Literature Review. Didaktika: Jurnal Kependidikan, 15(1), 1-14. https://jurnal.iain-bone.ac.id/ index.php/didaktika/article/view/1148/1442
Siti Imro’ah, dkk (2019). Analisis Gender Terhadap Kecemasan Matematika dan Self Efficacy Siswa. jurnal Kalamatika : Jurnal Pendidikan Matematika. 4 (1), 23-36. https://matematika-uhamka.com/kalamatika_old/index.php/kmk/article/view/251/69
Sugiyono. (2013). Metode penelitian pendidikan pendekatan kuantitatif, kualitatif dan R&D
Yakub, N. A., Taibe, P., & Musawwir, M. (2023). Pengaruh Kecemasan Matematika terhadap Efikasi Diri pada Pelajaran Matematika Ditinjau dari Perbedaan Gender pada Siswa SMA di Kota Makassar. Jurnal Psikologi Karakter, 3(1), 186–194. https://doi.org/10.56326/jpk.v3i1.1995
Zeidner, M., & Schleyer, E. J. (1998). The big-fish-little-pond effect for academic self-concept, test anxiety, and school grades in gifted children. Contemporary Educational Psychology, 24(4), 305–329. https://www.sciencedirect.com/science/article/abs/pii/S0361476X98909857
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Maimunah Maimunah, Laksita Nirmala Putri, Endang Sulistyaniningsih

This work is licensed under a Creative Commons Attribution 4.0 International License.


















_(1).png)