A Comparative Analysis of Mathematical Literacy among Mathematics Education Students Based on Mathematics Anxiety Profiles

Authors

  • Setiyani Universitas Swadaya Gunung Jati Cirebon, Indonesia
  • Yusfita Yusuf Universitas Sebelas April Sumedang, Indonesia
  • Sri Sumarwati Universitas Tun Hussein Onn Malaysia, Malaysia

Keywords:

mathematical literacy, mathematics anxiety, one-way ANOVA.

Abstract

Mathematical literacy is an essential competency for preservice mathematics teachers. One affective factor that may influence this competency is mathematics anxiety. This study aimed to examine differences in mathematical literacy among mathematics education students based on their levels of mathematics anxiety. The study employed a quantitative approach with a comparative design, involving 25 students selected through purposive sampling. The research instruments consisted of a mathematics anxiety questionnaire and a mathematical literacy test. Data were analyzed using descriptive statistics, the Shapiro–Wilk normality test, Levene’s test for homogeneity of variances, one-way analysis of variance (ANOVA), and Tukey’s honestly significant difference (HSD) post hoc test. The results indicated that the data met the assumptions of normality and homogeneity of variances. One-way ANOVA revealed no statistically significant differences in mathematical literacy across mathematics anxiety levels (F(2, 22) = 0.631; p = 0.541). Tukey’s HSD post hoc test also showed that all pairwise group comparisons yielded p-values greater than 0.05. Nevertheless, descriptive statistics indicated a tendency for mean mathematical literacy scores to decrease as mathematics anxiety levels increased. Thus, this study did not provide evidence of statistically significant differences in students’ mathematical literacy based on their mathematics anxiety levels. Future research should employ larger samples and consider other factors that may influence mathematical literacy.

Author Biographies

Setiyani, Universitas Swadaya Gunung Jati Cirebon

Pendidikan Matematika

Yusfita Yusuf, Universitas Sebelas April Sumedang

Pendidikan Matematika

Sri Sumarwati, Universitas Tun Hussein Onn Malaysia

Fakultas Vokasi

References

Abdullah, N., Zukki, A. Z. M., Husin, C. R. C., & Nawang, W. N. W. (2024). Factors Influencing Mathematics Anxiety Among Undergraduate Students using Regression Model. Journal of Mathematics and Computing Science, 10(2), 160–171. https://doi.org/10.24191/jmcs.v10i2.7395

Ahmmed, S., Saha, J., Tamal, M. A., Al Mamun, K. A., & Islam, S. (2024). Factors predicting the mathematics anxiety of adolescents: a structural equation modeling approach. Frontiers in Psychiatry, 15. https://doi.org/10.3389/fpsyt.2024.1484381

Austerberry, J., Mathew, T., Johnston, J., Murphy, M., Safari, K., Murray, C., & McKenna, L. (2024). Mathematics Anxiety and Undergraduate Nursing Students: A Mixed Methods Study. Nursing Open, 11(12). https://doi.org/10.1002/nop2.70082

Caviola, S., Toffalini, E., Giofrè, D., Ruiz, J. M., Szűcs, D., & Mammarella, I. C. (2022). Math Performance and Academic Anxiety Forms, from Sociodemographic to Cognitive Aspects: a Meta-analysis on 906,311 Participants. Educational Psychology Review, 34(1), 363–399. https://doi.org/10.1007/s10648-021-09618-5

Chen, X., Zhou, J., Wang, J., Wang, D., Liu, J., Shi, D., Yang, D., & Pan, Q. (2022). Visualizing Status, Hotspots, and Future Trends in Mathematical Literacy Research via Knowledge Graph. Sustainability, 14(21), 13842. https://doi.org/10.3390/su142113842

Commodari, E., & La Rosa, V. L. (2021). General academic anxiety and math anxiety in primary school. The impact of math anxiety on calculation skills. Acta Psychologica, 220, 103413. https://doi.org/10.1016/j.actpsy.2021.103413

Elisya, N., Afgani Dahlan, J., & Yulianti, K. (2024). Epistemological Obstacles of Secondary School Students in Solving PISA-Standard Mathematical Literacy Problems Related to Functions. Jurnal Pendidikan MIPA, 25(4), 1771–1786. https://doi.org/10.23960/jpmipa/v25i4.pp1771-1786

Goto, J. (2025). Basic research on the development of mathematics utilisation skills that contribute to problem solving in real-life situations. Impact, 2025(1), 33–35. https://doi.org/10.21820/23987073.2025.1.33

Häsä, J., Westlin, L., & Rämö, J. (2023). Undergraduate students’ attitudes towards mathematical proving in an introduction to proof course. Educational Studies in Mathematics, 114(3), 393–415. https://doi.org/10.1007/s10649-023-10239-8

Khasawneh, E., Gosling, C., & Williams, B. (2021). What impact does maths anxiety have on university students? BMC Psychology, 9(1), 37. https://doi.org/10.1186/s40359-021-00537-2

Kolar, V. M., & Hodnik, T. (2021). Mathematical Literacy from the Perspective of Solving Contextual Problems. European Journal of Educational Research, 10(1), 467–483. https://doi.org/10.12973/eu-jer.10.1.467

Muhaimin, L. H., Sholikhakh, R. A., Yulianti, S., Ardani, A., Hendriyanto, A., & Sahara, S. (2024). Unlocking the secrets of students’ mathematical literacy to solve mathematical problems: A systematic literature review. Eurasia Journal of Mathematics, Science and Technology Education, 20(4), em2428. https://doi.org/10.29333/ejmste/14404

Nakypbek, Z. Y., Kainbaeva, L. S., Yensebayeva, G. M., Yergalauova, Z. A., Menlikhozhayeva, S. K., & Ibraev, S. S. (2025). Analysis of mathematical literacy and assessment literacy of mathematics preservice teachers. Eurasia Journal of Mathematics, Science and Technology Education, 21(12), em2748. https://doi.org/10.29333/ejmste/17494

Ozben, A., & Kilicoglu, E. (2021). The Development Process of Classroom Teacher Candidates for Teaching Mathematics: Self-Efficacy, Anxiety and Professional Belief. Participatory Educational Research, 8(2), 129–146. https://doi.org/10.17275/per.21.33.8.2

Pizzie, R. G., & Kraemer, D. J. M. (2023). Strategies for remediating the impact of math anxiety on high school math performance. Npj Science of Learning, 8(1), 44. https://doi.org/10.1038/s41539-023-00188-5

Prafianti, R. A., Febriyanti, R., Anjarsari, E., & Silvia, I. A. (2025). Levels and Factors of Mathematics Anxiety in Prospective Teacher Students. Discovery : Jurnal Ilmu Pengetahuan, 10(2), 243–250. https://doi.org/10.33752/discovery.v10i2.10388

Prasetyo, A., & Kurniawati, E. (2025). An Analysis of Mathematics Anxiety Among Prospective Mathematics Teachers in Discrete Mathematics Courses. Jurnal Pendidikan Matematika Universitas Lampung, 13(3), 205–216. https://doi.org/10.23960/mtk/v13i3.pp205-216

Sehrawat, A. (2024). MATHEMATICS ANXIETY AND ITS IMPACT ON STUDENT PERFORMANCE AMONG COLLEGE STUDENTS. Universal Research Reports, 11(5), 87–96. https://doi.org/10.36676/urr.v11.i5.1553

Srikoon, S., Khamput, C., & Punsrigate, K. (2024). EFFECTS OF STEMEN TEACHING MODELS ON MATHEMATICAL LITERACY AND MATHEMATICAL PROBLEM-SOLVING. Malaysian Journal of Learning and Instruction, 21(2), 79–115. https://doi.org/10.32890/mjli2024.21.2.4

Wahyuni, A., Muhaimin, L. H., Hendriyanto, A., & Tririnika, Y. (2024). Exploring Middle School Students’ Challenges in Mathematical Literacy: A Study on AKM Problem-Solving. AL-ISHLAH: Jurnal Pendidikan, 16(3), 3335–3349. https://doi.org/10.35445/alishlah.v16i3.5729

Wijaya, T. T., Yu, Q., Cao, Y., He, Y., & Leung, F. K. S. (2024). Latent Profile Analysis of AI Literacy and Trust in Mathematics Teachers and Their Relations with AI Dependency and 21st-Century Skills. Behavioral Sciences, 14(11), 1008. https://doi.org/10.3390/bs14111008

Yani, I., Budiana, S., Rostikawati, T., Sundari, F. S., & Umam, M. A. K. (2025). Enhancing Students’ Pollution Problem-Solving Skills Through Problem-Based Learning: The Moderating Role of Mathematical Literacy. Journal of Mathematics Instruction, Social Research and Opinion, 4(2), 347–356. https://doi.org/10.58421/misro.v4i2.431

Yani T, A., Buyung, B., Rosmaiyadi, R., Marhayani, D. A., Nirawati, R., Triani, S. N., & Soeharto, S. (2025). Examining the relationship between mathematical literacy and digital literacy among pre-service mathematics teachers. Eurasia Journal of Mathematics, Science and Technology Education, 21(5), em2635. https://doi.org/10.29333/ejmste/16392

Published

2026-07-30

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