The Mediating Role of Math Anxiety in the Relationship Between Self-Concept and Resilience Among Elementary School Students
DOI:
https://doi.org/10.70152/leotech.v2i1.101Keywords:
Elementary school students, Mathematics anxiety, Mathematics learning, Resilience, Self-conceptArticle Metrics
Abstract
Learning mathematics in elementary school often causes anxiety in students, which has an impact on their low self-concept and resilience in solving problems. This study aims to examine the mediating role of anxiety on the relationship between self-concept and resilience in learning mathematics in elementary school students. This study used a quantitative research type of non-experimental design survey method. The research sample consisted of 260 elementary school students in grades 3 and 4 who were purposively selected. Data were collected through a scale questionnaire of self-concept, math anxiety, and student resilience. The data analysis technique used was path analysis with the help of SmartPLS 4 software. The results showed that there was a negative relationship between self-concept and anxiety, as well as a positive relationship between self-concept and resilience. Anxiety mediates the relationship between self-concept and student resilience. This study highlight the critical role on affective factors in mathematics learning at the primary school level. The findings are significant for the development of educational interventions that emphasize strengthening self-concept and reducing anxiety to enhance students' future learning resilience.
Downloads
References
Alfansuri, D. U., Rusilowati, A., & Ridlo, S. (2018). Development of instrument self-concept assessmen student on learning mathematics in junior high school smp nu al-amin Dukuhturi , Tegal , Indonesia. Jere, 7(10), 1–8. http://journal.unnes.ac.id/sju/index.php/jere
Amanathi, A., Setiawan, E., & Usman, M. (2023). Goodness of fit test in structural equation modeling with unweighted least square (ULS) estimation method. Sciencestatistics: Journal of Statistics, Probability, and Its Application, 1(2), 65–73. https://doi.org/10.24127/sciencestatistics.v1i2.5021
Antoniou, M., Fradelos, E. C., Roumeliotaki, T., Malli, F., Emmanouil, K. S., & Papagiannis, D. (2024). Assessing mental resilience with individual and lifestyle determinants among nursing students: an observational study from Greece. AIMS Public Health, 11(3), 946–961. https://doi.org/10.3934/publichealth.2024049
Arafah, S. M., Sumiati, N. T., Psikologi, F., & Hidayatullah, U. I. N. S. (2024). Uji validitas konstruk instrumen pengukuran school climate dengan metode confirmatory factor analysis ( CFA ). Jurnal Penelitian Dan Pengukuran Psikologi, 13(02), 111–117. https://doi.org/http://doi.org/10.21009/JPPP.132.04
Aza N.I, Atmoko A, & Hitipeuw I. (2019). Kontribusi dukungan sosial, self-esteem, dan resiliensi terhadap stres skademik siswa SMA. Jurnal Pendidikan: Teori, Penelitian, Dan Pengembangan, 4(4), 491–498.
Broda, M. D., Ross, E., Sorhagen, N., & Ekholm, E. (2023). Exploring control-value motivational profiles of mathematics anxiety, self-concept, and interest in adolescents. Frontiers in Psychology, 14(2023), 1–12. https://doi.org/10.3389/fpsyg.2023.1140924
Carey, E., Hill, F., Devine, A., & Szücs, D. (2016). The chicken or the egg? The direction of the relationship between mathematics anxiety and mathematics performance. Frontiers in Psychology, 6(JAN), 1–6. https://doi.org/10.3389/fpsyg.2015.01987
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. In Educational Psychology Review (Vol. 34, Issue 1). https://doi.org/10.1007/s10648-021-09618-5
Chasanah, M., & Bs, A. W. (2025). Gender equality in the implementation of the independent curriculum at madrasah elementary school : a case study at min 1 Banyumas. International Journal of Social Science and Human Research, 08(02), 924–937. https://doi.org/10.47191/ijsshr/v8-i2-16
Delima, N., & Cahyawati, D. (2021). Students’ mathematics self-concept, mathematics anxiety and mathematics self-regulated learning during the covid-19 pandemic. Jurnal Pendidikan Matematika, 15(2), 103–114. https://doi.org/10.22342/jpm.15.2.13200.103-114
Duru, D. C., Obasi, C. V., & Oguoma, C. (2024). Predictive analysis: academic resilience as a determinant of mathematics achievement among senior secondary school students in Nigeria. Brillo Journal, 3(2), 72–82. https://doi.org/10.56773/bj.v3i2.48
Fang, S., Barker, E., Arasaratnam, G., Lane, V., Rabinovich, D., Panaccio, A., O’Connor, R. M., Nguyen, C. T., & Doucerain, M. M. (2024). Resilience, stress, and mental health among university students: a test of the resilience portfolio model. Stress and Health, 2024, 1–12. https://doi.org/10.1002/smi.3508
Grigg, S., Perera, H. N., McIlveen, P., & Svetleff, Z. (2018). Relations among math self efficacy, interest, intentions, and achievement: A social cognitive perspective. Contemporary Educational Psychology, 53, 73–86. https://doi.org/10.1016/j.cedpsych.2018.01.007
Gulsen, T. I., & Bakir, N. S. (2024). The mediating role of mathematics anxiety in the relationship between high school students’ metacognitive awareness and mathematical resilience. HAYEF: Journal of Education, 21(2), 183–191. https://doi.org/10.5152/hayef.2024.23064
Hendral, H. N., & Hidayati, K. (2023). The relationship between students’ self-efficacy and mathematics anxiety: meta-analysis investigation. THE 3RD INTERNATIONAL CONFERENCE ON SCIENCE, MATHEMATICS, ENVIRONMENT, AND EDUCATION: Flexibility in Research and Innovation on Science, Mathematics, Environment, and Education for Sustainable Development, 2540(January), 070008. https://doi.org/10.1063/5.0105860
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Istiqomah, I., & Qudsyi, H. (2023). Building academic resilience: a key to overcoming stress during the covid-19 pandemic (Vol. 2). Atlantis Press SARL. https://doi.org/10.2991/978-2-38476-052-7_14
Jebb, A. T., Ng, V., & Tay, L. (2021). A review of key likert scale development advances: 1995–2019. Frontiers in Psychology, 12(May), 1–14. https://doi.org/10.3389/fpsyg.2021.637547
Kooken, J., Welsh, M., McCoach, D. B., Johnston-Wilder, S., & Lee, C. (2013). Mathematical resilience: an application and exploration of motivational constructs related to resilience in the study of mathematics. American Educational Research Association (AERA) 2013 Annual Meeting, 1–34.
Kotronoulas, G., & Papadopoulou, C. (2023). Seminars in Oncology Nursing A Primer to Experimental and Nonexperimental Quantitative Research : The Example Case of Tobacco-Related Mouth Cancer. Seminars in Oncology Nursing, 39(2023), 0–6. https://doi.org/10.1016/j.soncn.2023.151396
Lubis, A. P., & Nuriadin, I. (2022). Efektivitas aplikasi wordwall untuk meningkatkan hasil belajar siswa dalam pembelajaran matematika sekolah dasar. Jurnal Basicedu, 6(4), 6884–6892. https://doi.org/10.31004/basicedu.v6i4.3400
Mammarella, I. C., Donolato, E., Caviola, S., & Giofrè, D. (2018). Anxiety profiles and protective factors: a latent profile analysis in children. Personality and Individual Differences, 124(2018), 201–208. https://doi.org/10.1016/j.paid.2017.12.017
Morales-Navarro, L., Giang, M. T., Fields, D. A., & Kafai, Y. B. (2023). Connecting beliefs, mindsets, anxiety and self-efficacy in computer science learning: an instrument for capturing secondary school students’ self-beliefs. Computer Science Education, 1–29. https://doi.org/10.1080/08993408.2023.2201548
Okigbo, E. C., & Onoshakpokaiye, O. E. (2023). Relationship between academic self-concept and academic performance in mathematics of secondary school students in Delta State, Nigeria. Indonesian Journal of Mathematics Education, 6(2), 63–71. https://doi.org/10.31002/ijome.v6i2.991
Okpon Ekaette, S., Ameh, E., & Joseph Owan, V. (2020). Statistical trends of school size, location and enrolment: an evaluation of public junior secondary schools for sustainable development. World Journal of Vocational Education and Training, 2(2), 76–88. https://doi.org/10.18488/journal.119.2020.22.76.88
Ow-Yeong, Y. K., Yeter, I. H., & Ali, F. (2023). Learning data science in elementary school mathematics: a comparative curriculum analysis. International Journal of STEM Education, 10(1). https://doi.org/10.1186/s40594-023-00397-9
Pekrun, R. (2006). The control-value theory of achievement emotions: assumptions, corollaries, and implications for educational research and practice. Educational Psychology Review, 18(4), 315–341. https://doi.org/10.1007/s10648-006-9029-9
Putri, H. E., Wahyudy, M. A., Yuliyanto, A., & Nuraeni, F. (2020). Development of instruments to measure mathematical anxiety of elementary school students. International Journal of Learning, Teaching and Educational Research, 19(6), 282–302. https://doi.org/10.26803/IJLTER.19.6.17
Sabando-García, A. R., Jiménez-Bustillo, O. J., Llacsa-Puma, L. J., Castro-Castillo, G. J., Moreira-Choez, J. S., & Rengifo-Lozano, R. A. (2024). Measurement through structural equations of the self-concept instrument in high-school students. Frontiers in Education, 9(January), 1–14. https://doi.org/10.3389/feduc.2024.1507106
Saptono, A. (2017). Development instruments through confirmatory factor analysis (CFA) in appropriate intensity assessment. Dinamika Pendidikan, 12(1), 13–19. https://doi.org/10.15294/dp.v12i1.10578
Setiawan, A., Cendana, W., Ayres, M., Yuldashev, A. A., & Setyawati, S. P. (2023). Development and validation of a self-assessment-based instrument to measure elementary school students’ attitudes in online learning. REID (Research and Evaluation in Education), 9(2), 184–197. https://doi.org/10.21831/reid.v9i2.52083
Shi, D., & Maydeu-Olivares, A. (2020). The effect of estimation methods on SEM fit indices. Educational and Psychological Measurement, 80(3), 421–445. https://doi.org/10.1177/0013164419885164
Shimizu, Y. (2025). Learning engagement as moderator between self-efficacy , math anxiety , use of diagrams , and complex plane problem-solving. Eurasia Journal of Mathematics, Science and Technology Education, 21(2), 1–12. https://doi.org/https://doi.org/10.29333/ejmste/15956
Sujadi, E. (2022). Mindfulness, self-compassion, resilience, and academic anxiety among college students: a structural equation modeling approach. Tarbawi : Jurnal Ilmu Pendidikan, 18(2), 122–139. https://doi.org/10.32939/tarbawi.v18i2.2460
Tarkar, A., Matalka, B., Cartwright, M., & Kloos, H. (2022). Student-guided math practice in elementary school: eelation among math anxiety, emotional self-efficacy, and children’s choices when practicing math. Education Sciences, 12(9), 1–12. https://doi.org/10.3390/educsci12090611
Van der Beek, J. P. J., Van der Ven, S. H. G., Kroesbergen, E. H., & Leseman, P. P. M. (2017). Self-concept mediates the relation between achievement and emotions in mathematics. British Journal of Educational Psychology, 87(3), 478–495. https://doi.org/10.1111/bjep.12160
Wang, Y. (2023). Self-concept, learning anxiety, and performance in mathematics learning: the moderating effect of teacher cognitive activation. Eurasia Journal of Mathematics, Science and Technology Education, 19(9), 1–13. https://doi.org/10.29333/ejmste/13499
Yarkwah, C., Kpotosu, C. K., & Gbormittah, D. (2024). Effect of test anxiety on students’ academic performance in mathematics at the senior high school level. Discover Education, 3(1). https://doi.org/10.1007/s44217-024-00343-z
Zeng, B., Jeon, M., & Wen, H. (2024). How does item wording affect participants’ responses in likert scale? evidence from IRT analysis. Frontiers in Psychology, 15(October), 1–10. https://doi.org/10.3389/fpsyg.2024.1304870
Zhao, S., Zhang, K., Lin, Y., Han, L., Liao, C., Ye, R., Na, M., & Alam, S. S. (2024). Fostering resilience and post-traumatic growth in overseas Chinese left-behind children: The role of autonomy, competence, and relatedness. Brain and Behavior, 14(9), 1–17. https://doi.org/10.1002/brb3.70025
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Afra Munifah, Olivia Amelizky, Suci Nurhayati

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Copyright for this article is held by the journal LEOTECH: Journal of Learning Education and Technology and is licensed under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0). The article may be used, shared, and adapted for any purpose with proper attribution and distribution under the same license. Full license details: https://creativecommons.org/licenses/by-sa/4.0/








