The Effect of Mathematics Anxiety on Students' Learning Achievement: An Ex Post Facto Study

Authors

  • rofifah Qurrotu’ain Universitas Gadjah Mada
  • Muhammad Rijal Fadli Universitas Esa Unggul

Keywords:

Anxiety, , Mathematics, Achievement, Learning Outcomes, Learning

Abstract

Mathematics anxiety can reduce students' ability to understand and solve mathematical problems, thus affecting their overall attitude towards mathematics. Mathematics anxiety, a psychological factor that can affect students' learning achievement in mathematics learning in high school, makes it the most challenging subject in school. This study aimed to identify the effect of mathematics anxiety on students' learning achievement at the high school level and to analyze strategic factors that can help reduce mathematics anxiety for students. This study used a quantitative method with an ex post facto research type with a correlational design. The population was grade X high school students in South Tangerang, with a sample size of 84. The side technique used cluster random sampling. Data collection used an instrument in the form of a mathematics anxiety and learning achievement questionnaire. Data analysis was carried out through partial correlation and multiple correlation with a significance level of 0.05, and the prerequisite test analysis used normality, linearity, and multicollinearity tests. The results showed that mathematics anxiety influenced by self-efficacy factors, classroom climate, and academic support from parents and peers significantly affected students' learning achievement in high school. Schools can facilitate a more conducive learning environment to minimize mathematics anxiety and improve learning outcomes. Implementing a learning program that is psychologically responsive and adaptive to students' needs is expected to improve students' mathematics achievement significantly..

 

References

Ablian, J. D., & Parangat, K. B. (2022). Mathematics Anxiety and Mathematics Self Efficacy among Senior High School Students in Public Secondary Schools. International Journal of Computer Engineering in Research Trends, 9(2), 21–33. https://doi.org/10.22362/ijcert/2022/v9/i02/v9i0201

Ashcraft, M. H., Kirk, E. P., & Hopko, D. (2021). On the cognitive consequences of mathematics anxiety. In The Development of Mathematical Skills (pp. 174–196). Psychology Press. https://doi.org/10.4324/9781315784755-11

Barksdale, C., Peters, M. L., & Corrales, A. (2021). Middle school students’ perceptions of classroom climate and its relationship to achievement. Educational Studies, 47(1), 84–107. https://doi.org/10.1080/03055698.2019.1664411

Barroso, C., Ganley, C. M., McGraw, A. L., Geer, E. A., Hart, S. A., & Daucourt, M. C. (2021). A meta-analysis of the relation between math anxiety and math achievement. Psychological Bulletin, 147(2), 134–168. https://doi.org/10.1037/bul0000307

Bergqvist, E., Tossavainen, T., & Johansson, M. (2020). An Analysis of High and Low Intercorrelations between Mathematics Self-Efficacy, Anxiety, and Achievement Variables: A Prerequisite for a Reliable Factor Analysis. Education Research International, 2020, 1–11. https://doi.org/10.1155/2020/8878607

Bryan, R. R., Glynn, S. M., & Kittleson, J. M. (2011). Motivation, achievement, and advanced placement intent of high school students learning science. Science Education, 95(6), 1049–1065. https://doi.org/10.1002/sce.20462

Clements, D. H., & Sarama, J. (2020). Learning and Teaching Early Math. Routledge. https://doi.org/10.4324/9781003083528

Demirtaş, A. S., & Uygun-Eryurt, T. (2022). Attachment to parents and math anxiety in early adolescence: Hope and perceived school climate as mediators. Current Psychology, 41(7), 4722–4738. https://doi.org/10.1007/s12144-020-00964-1

Du, C., Qin, K., Wang, Y., & Xin, T. (2021). Mathematics interest, anxiety, self-efficacy and achievement: Examining reciprocal relations. Learning and Individual Differences, 91, 102060. https://doi.org/10.1016/j.lindif.2021.102060

Fadli, M. R., Rochmat, S., Sudrajat, A., Aman, A., Rohman, A., & Kuswono, K. (2022). Flipped classroom in history learning to improve students’ critical thinking. International Journal of Evaluation and Research in Education (IJERE), 11(3), 1416–1423. https://doi.org/10.11591/ijere.v11i3.22785

Fadli, M. R., Sudrajat, A., Aman, & Amboro, K. (2021). The influence of sorogan method in learning history to increase historical understanding and historical awareness. International Journal of Evaluation and Research in Education (IJERE), 10(1), 300–307.

Gabriel, F., Buckley, S., & Barthakur, A. (2020). The impact of mathematics anxiety on self-regulated learning and mathematical literacy. Australian Journal of Education, 64(3), 227–242. https://doi.org/10.1177/0004944120947881

Heale, R., & Twycross, A. (2015). Validity and reliability in quantitative studies. Evidence Based Nursing, 18(3), 66–67. https://doi.org/10.1136/eb-2015-102129

Herawati, M., Muhid, A., & Hamdani, A. S. (2021). Self-Efficacy, Social Support, Academic Flow, and Math Anxiety among Islamic Senior High School Students. Psympathic : Jurnal Ilmiah Psikologi, 7(2), 315–326. https://doi.org/10.15575/psy.v7i2.8474

Hiller, S. E., Kitsantas, A., Cheema, J. E., & Poulou, M. (2022). Mathematics anxiety and self-efficacy as predictors of mathematics literacy. International Journal of Mathematical Education in Science and Technology, 53(8), 2133–2151. https://doi.org/10.1080/0020739X.2020.1868589

Ihsan, I. A., . M., & Saputra, H. J. (2019). The effectiveness of the student teams achievement division learning model assisted by media puzzles on students’ speaking skills. Jurnal Ilmiah Sekolah Dasar, 3(4), 489. https://doi.org/10.23887/jisd.v3i4.21799

Johnson, R. B., & Christensen, L. B. (2022). Educational Research: Quantitative, Qualitative, and Mixed Approaches. Sage.

Karakose, T., Polat, H., Yirci, R., Tülübaş, T., Papadakis, S., Ozdemir, T. Y., & Demirkol, M. (2023). Assessment of the Relationships between Prospective Mathematics Teachers’ Classroom Management Anxiety, Academic Self-Efficacy Beliefs, Academic Amotivation and Attitudes toward the Teaching Profession Using Structural Equation Modelling. Mathematics, 11(2), 449. https://doi.org/10.3390/math11020449

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

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

Lau, N. T. T., Hawes, Z., Tremblay, P., & Ansari, D. (2022). Disentangling the individual and contextual effects of math anxiety: A global perspective. Proceedings of the National Academy of Sciences, 119(7). https://doi.org/10.1073/pnas.2115855119

Li, G., Li, Z., Wu, X., & Zhen, R. (2022). Relations Between Class Competition and Primary School Students’ Academic Achievement: Learning Anxiety and Learning Engagement as Mediators. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.775213

Li, Q., Cho, H., Cosso, J., & Maeda, Y. (2021). Relations Between Students’ Mathematics Anxiety and Motivation to Learn Mathematics: a Meta-Analysis. Educational Psychology Review, 33(3), 1017–1049. https://doi.org/10.1007/s10648-020-09589-z

Lin, C. (2023). Intellectual Development and Mathematics Learning. Springer Nature Singapore. https://doi.org/10.1007/978-981-19-8757-1

Maghfiroh, R., Setiawan, A., Saputra, A. A., Afifah, A., & Darmayanti, R. (2023). MOVEON: Motivation, anxiety, and their relationship to mathematics learning outcomes. AMCA Journal of Education and Behavioral Change, 3(2), 44–47. https://doi.org/10.51773/ajeb.v3i2.271

McMinn, M., Aldridge, J., & Henderson, D. (2021). Learning environment, self-efficacy for teaching mathematics, and beliefs about mathematics. Learning Environments Research, 24(3), 355–369. https://doi.org/10.1007/s10984-020-09326-x

Niss, M., & Blum, W. (2020). The Learning and Teaching of Mathematical Modelling. Routledge. https://doi.org/10.4324/9781315189314

Özben, 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

Özcan, B., & Kültür, Y. Z. (2021). The Relationship Between Sources of Mathematics Self-Efficacy and Mathematics Test and Course Achievement in High School Seniors. Sage Open, 11(3). https://doi.org/10.1177/21582440211040124

Passolunghi, M. C., De Vita, C., & Pellizzoni, S. (2020). Math anxiety and math achievement: The effects of emotional and math strategy training. Developmental Science, 23(6). https://doi.org/10.1111/desc.12964

Pérez-Fuentes, M. del C., Núñez, A., Molero, M. del M., Gázquez, J. J., Rosário, 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

Schaeffer, M. W., Rozek, C. S., Maloney, E. A., Berkowitz, T., Levine, S. C., & Beilock, S. L. (2021). Elementary school teachers’ math anxiety and students’ math learning: A large‐scale replication. Developmental Science, 24(4). https://doi.org/10.1111/desc.13080

Süren, N., & Kandemir, M. A. (2020). The Effects of Mathematics Anxiety and Motivation on Students’ Mathematics Achievement. International Journal of Education in Mathematics, Science and Technology, 8(3), 190. https://doi.org/10.46328/ijemst.v8i3.926

Szczygieł, M., & Pieronkiewicz, B. (2022). Exploring the nature of math anxiety in young children: Intensity, prevalence, reasons. Mathematical Thinking and Learning, 24(3), 248–266. https://doi.org/10.1080/10986065.2021.1882363

Teo, T. (2013). Handbook of quantitative methods for educational research. In Handbook of Quantitative Methods for Educational Research: Springer. Sense Publishers. https://doi.org/10.1007/978-94-6209-404-8

Tomasetto, C., Morsanyi, K., Guardabassi, V., & O’Connor, P. A. (2021). Math anxiety interferes with learning novel mathematics contents in early elementary school. Journal of Educational Psychology, 113(2), 315–329. https://doi.org/10.1037/edu0000602

Vale, I., & Barbosa, A. (2023). Active learning strategies for an effective mathematics teaching and learning. European Journal of Science and Mathematics Education, 11(3), 573–588. https://doi.org/10.30935/scimath/13135

Wang, C., Li, X., & Wang, H. (2023). The mediating effect of math self-efficacy on the relationship between parenting style and math anxiety. Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.1197170

Wang, M.-T., L. Degol, J., Amemiya, J., Parr, A., & Guo, J. (2020). Classroom climate and children’s academic and psychological wellbeing: A systematic review and meta-analysis. Developmental Review, 57, 100912. https://doi.org/10.1016/j.dr.2020.100912

Yang, Y., Li, G., Su, Z., & Yuan, Y. (2021). Teacher’s Emotional Support and Math Performance: The Chain Mediating Effect of Academic Self-Efficacy and Math Behavioral Engagement. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.651608

Zakariya, Y. F. (2022). Improving students’ mathematics self-efficacy: A systematic review of intervention studies. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.986622

Zanabazar, A., Deleg, A., & Ravdan, M. (2023). A study of factors causing math anxiety among undergraduate students. International Journal of Innovative Research and Scientific Studies, 6(3), 578–585. https://doi.org/10.53894/ijirss.v6i3.1609

Zhou, D., Du, X., Hau, K.-T., Luo, H., Feng, P., & Liu, J. (2020). Teacher-student relationship and mathematical problem-solving ability: mediating roles of self-efficacy and mathematical anxiety. Educational Psychology, 40(4), 473–489. https://doi.org/10.1080/01443410.2019.1696947

Zuo, S., Huang, Q., & Qi, C. (2024). The relationship between cognitive activation and mathematics achievement: mediating roles of self-efficacy and mathematics anxiety. Current Psychology, 43(39), 30794–30805. https://doi.org/10.1007/s12144-024-06700-3

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Published

2024-12-30