The Impact of Mathematics Anxiety and Self-Efficacy Towards Prospective Mathematics Teachers’ Performance

Liza Puspita Yanti(1,Mail), Sri Suryanti(2), Wannaporn Siripala(3) | CountryCountry:


(1) Department of Mathematics Education, Universitas Negeri Surabaya, Indonesia
(2) Department of Mathematics Education, Universitas Negeri Surabaya, Indonesia
(3) Department of Education and Society, Rajamangala University of Technology Krungthep, Thailand

MailCorresponding Author

Metrics Analysis (Dimensions & PlumX)

Indexing:
Integrity:
Similarity:
AI Score:

© 2025 Liza Puspita Yanti

Mathematics anxiety is one of the serious emotional aspects that may impair the academic performance and interest in mathematics in students. This paper presents a study of the correlation between mathematics anxiety, mathematics self-efficacy, and mathematics performance among 150 future mathematics teachers in Indonesia, who were identified through purposive sampling of an undergraduate teacher education program. The Mathematics Anxiety Rating Scale- Revised (MARS-R), Mathematics Self-Efficacy Scale- Revised (MSES-R), and a self-developed Mathematics Achievement Test (MAT) were used to collect data. Pearson correlation and multiple regression were used to address the relationship and the predictive attributes of these variables. Descriptive analysis indicated that participants had moderately high mathematics anxiety (M = 82.4, SD = 15.2), moderately high self-efficacy (M = 72.8, SD = 12.5), and good performance (M = 78.3, SD = 10.7). Pearson correlation analysis revealed a negative correlation between mathematics anxiety and performance (r = -0.62, p < 0.001). In contrast, self-efficacy had a positive correlation with performance (r = 0.6). Regression analysis showed that both anxiety (β = -0.45, p < 0.001) and self-efficacy (β = 0.49, p < 0.001) were significant predictors. The results of the multiple regressions showed that the model was significant, F(2, 147) = 68.24, p < 0.001, and accounted for 55.7% of the variance in performance (R² = 0.557). Anxiety (B =-0.45) and self-efficacy (B =0.49) were both significant predictors of performance (B = -0.45, t = -7.62 p = 0.001) and self-efficacy (B = 0.49, t = 8.15, p = 0.001) turned out to be the stronger predictors. The practical implications of these findings are most significant, as strategies aimed at diminishing mathematics anxiety and enhancing self-efficacy should be the primary focus of mathematics teacher education programs, as these aspects directly relate to the competency and confidence of future teachers in teaching mathematics.  

 

Keywords: mathematics anxiety, self-efficacy, academic performance, future mathematics teachers, mathematical confidence, mathematical teacher education. 


Ashcraft, M. H., & Moore, A. M. (2009). Mathematics anxiety and the affective drop in performance. Journal of Psychoeducational Assessment, 27(3), 197–205. https://doi.org/10.1177/0734282908330580

Bandura, A. (2014). Social-cognitive theory. In An introduction to theories of personality. Psychology Press.

Bormann, C. L., Thirumalaraju, P., Kanakasabapathy, M. K., Kandula, H., Souter, I., Dimitriadis, I., Gupta, R., Pooniwala, R., & Shafiee, H. (2020). Consistency and objectivity of automated embryo assessments using deep neural networks. Fertility and Sterility, 113(4), 781-787.e1. https://doi.org/10.1016/j.fertnstert.2019.12.004

Calik Kutukcu, E., Cakmak, A., Kinaci, E., Uyaroglu, O. A., Vardar Yagli, N., Sain Guven, G., Saglam, M., Ozisik, L., Calik Basaran, N., & Inal Ince, D. (2021). Reliability and validity of the Turkish version of Post-COVID-19 Functional Status Scale. Turkish Journal of Medical Sciences, 51(5), 2304–2310. https://doi.org/10.3906/sag-2105-125

Daker, R. J., Gattas, S. U., Sokolowski, H. M., Green, A. E., & Lyons, I. M. (2021). First-year students’ math anxiety predicts STEM avoidance and underperformance throughout university, independently of math ability. Npj Science of Learning, 6(1), 17. https://doi.org/10.1038/s41539-021-00095-7

Dowker, A., Cheriton, O., Horton, R., & Mark, W. (2019). Relationships between attitudes and performance in young children’s mathematics. Educational Studies in Mathematics, 100(3), 211–230. https://doi.org/10.1007/s10649-019-9880-5

Eysenck, M. W., Derakshan, N., Santos, R., & Calvo, M. G. (2007). Anxiety and cognitive performance: Attentional control theory. Emotion, 7(2), 336–353. https://doi.org/10.1037/1528-3542.7.2.336

Ganley, C. M., Schoen, R. C., LaVenia, M., & Tazaz, A. M. (2019). The construct validation of the math anxiety scale for teachers. AERA Open, 5(1). https://doi.org/10.1177/2332858419839702

Hinton, P. R. (2024). Statistics explained. Routledge. https://doi.org/10.4324/9780429353260

Hoffman, B. (2010). “I think I can, but I’m afraid to try”: The role of self-efficacy beliefs and mathematics anxiety in mathematics problem-solving efficiency. Learning and Individual Differences, 20(3), 276–283. https://doi.org/10.1016/j.lindif.2010.02.001

Honicke, T., & Broadbent, J. (2016). The influence of academic self-efficacy on academic performance: A systematic review. Educational Research Review, 17, 63–84. https://doi.org/10.1016/j.edurev.2015.11.002

Ibrahimoglu, Z. (2018). The challenging subjects to learn/teach in social studies, the reasons behind them and solution suggestions. International Online Journal of Educational Sciences, 10(3). https://doi.org/10.15345/iojes.2018.03.011

Jameson, M. M., Dierenfeld, C., & Ybarra, J. (2022). The mediating effects of specific types of self-efficacy on the relationship between math anxiety and performance. Education Sciences, 12(11), 789. https://doi.org/10.3390/educsci12110789

Kaskens, J., Segers, E., Goei, S. L., van Luit, J. E. H., & Verhoeven, L. (2020). Impact of children’s math self-concept, math self-efficacy, math anxiety, and teacher competencies on math development. Teaching and Teacher Education, 94, 103096. https://doi.org/10.1016/j.tate.2020.103096

Liu, X. (2023). Study on influencing factors and interventions of adolescent mathematics anxiety. Lecture Notes in Education Psychology and Public Media, 2(1), 684–697. https://doi.org/10.54254/2753-7048/2/2022419

Magnate, F. R. , & Sulatra, J. R. (2023). Mathematics performance as influenced by mathematics anxiety and self-efficacy: a modeling study. Journal for Educators, Teachers and Trainers, 14(5). https://doi.org/10.47750/jett.2023.14.05.028

Namkung, J. M., Peng, P., & Goodrich, M. J. (2025). The relation between mathematics anxiety and mathematics competence for students with versus without mathematics learning difficulties. Learning Disability Quarterly, 48(2), 143–153. https://doi.org/10.1177/07319487241301410

Octoria, D., Harahap, D. H., & Sari, P. R. (2024). The effect of teachers’ self-efficacy and teaching commitment on pre-service teachers’ performance. Multidisciplinary Science Journal, 7(4), 2025181. https://doi.org/10.31893/multiscience.2025181

Ongcoy, P. J. B., Jasmin, D. R. A., Guiamal, I. P., Guinita, S. S., & Iligan, A. M. M. (2023). Experiences and mathematics anxiety of STEM students. Journal of Mathematics and Science Teacher, 3(1), em028. https://doi.org/10.29333/mathsciteacher/12870

Pei, Y., Poon, K. K., & Suen, A. (2025). Influence of mathematics anxiety on mathematics performance: mediating effects of mathematical engagement. Mathematics Education Research Journal. https://doi.org/10.1007/s13394-025-00536-1

Pérez-Fuentes, M. del C., Núñez, A., Molero, M. del M., Gáquez, J. J., Rosario, P., & Núñez, J. C. (2020). The role of anxiety in the relationship between self-efficacy and math achievement. Psicología Educativa, 26(2), 137–143. https://doi.org/10.5093/psed2020a7

Ramirez, G., Gunderson, E. A., Levine, S. C., & Beilock, S. L. (2013). Math anxiety, working memory, and math achievement in early elementary school. Journal of Cognition and Development, 14(2), 187–202. https://doi.org/10.1080/15248372.2012.664593

Rozgonjuk, D., Kraav, T., Mikkor, K., Orav-Puurand, K., & Täht, K. (2020). Mathematics anxiety among STEM and social sciences students: the roles of mathematics self-efficacy, and deep and surface approach to learning. International Journal of STEM Education, 7(1), 46. https://doi.org/10.1186/s40594-020-00246-z

Siswanti, D. N., & Djalal, N. M. (2018). The effect of self-efficacy to mathematical anxiety on junior high school students of YDM learning guidance course makassar. Proceedings of the 3rd ASEAN Conference on Psychology, Counselling, and Humanities (ACPCH 2017). https://doi.org/10.2991/acpch-17.2018.3

Taherdoost, H. (2016). Validity and reliability of the research instrument; how to test the validation of a questionnaire/survey in a research. International Journal of Academic Research in Management, 5.

Usher, E. L., & Pajares, F. (2009). Sources of self-efficacy in mathematics: A validation study. Contemporary Educational Psychology, 34(1), 89–101. https://doi.org/10.1016/j.cedpsych.2008.09.002

Zakariya, Y. F. (2022). Cronbach’s alpha in mathematics education research: Its appropriateness, overuse, and alternatives in estimating scale reliability. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.1074430

Zivkovic, M., Pellizzoni, S., Doz, E., Cuder, A., Mammarella, I., & Passolunghi, M. C. (2023). Math self-efficacy or anxiety? The role of emotional and motivational contribution in math performance. Social Psychology of Education, 26(3), 579–601. https://doi.org/10.1007/s11218-023-09760-8


Refbacks

  • There are currently no refbacks.


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