The Effect of Anxiety on Students’ Numeracy Score: A Case Study of PISA 2022

Katon Ramadhan, Muh Amin S

Abstract


PISA is a triennial international assessment administered to 15-year-old students from countries participating in the OECD. It measures students’ reading literacy, mathematics (numeracy), and science competencies. In addition to academic achievement, PISA also assesses various contextual factors at both the school and student levels that may influence student performance. One psychological factor measured in PISA that may affect students’ numeracy outcomes is anxiety. This study aims to analyze the effect of anxiety on Indonesian students’ numeracy achievement. A simple linear regression model was employed to explain the nature of this effect. The results indicate that anxiety has a statistically significant negative effect on numeracy achievement. However, this factor explains only a small proportion of the variance in students’ numeracy outcomes.

Keywords


Anxiety, Numeracy, PISA

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References


Canup, C. M. (2016). Learning format, satisfaction, and stress as predictors of undergraduate academic performance (Doctoral dissertation, Capella University.

Fauziah, N., & Pujiastuti, H. (2020). Analisis Tingkat Kecemasan Siswa Dalam Menghadapi Ujian Matematika. Transformasi : Jurnal Pendidikan Matematika Dan Matematika, 4(1), 179–188. https://doi.org/10.36526/tr.v4i1.872

Gao, X. (2023). Academic stress and academic burnout in adolescents: a moderated mediating model. Frontiers in Psychology, 14, 1–11. https://doi.org/10.3389/fpsyg.2023.1133706

Jiang, S., Ren, Q., Jiang, C., and Wang, L. (2021). Academic stress and depression of Chinese adolescents in junior high schools: moderated mediation model of school burnout and self-esteem. J. Affect. Disord. 295, 384–389. doi:10.1016/j.jad.2021.08.085

Kamour, M., & Altakhayneh, B. (2021). Impact of a counseling program based on social emotional learning toward reducing math anxiety in middle school students. International Journal of Curriculum and Instruction, 13(3), 2026–2038.

Li, J., Xue, E., & Guo, S. (2025). The effects of PISA on global basic education reform: a systematic literature review. Humanities and Social Sciences Communications, 12(106), 1–15. https://doi.org/10.1057/s41599-025-04403-z

Mofatteh, M. (2021). Risk factors associated with stress, anxiety, and depression among university undergraduate students. AIMS Public Health, 8(1), 36–65. https://doi.org/10.3934/publichealth.2021004

Niazov, Z., Hen, M., and Ferrari, J. R. (2022). Online and academic procrastination in students with learning disabilities: the impact of academic stress and self-efficacy. Psychol. Rep. 125, 890–912. doi: 10.1177/0033294120988113

Nuraini, N. L. S., Permata, S. D., Cholifah, P. S., Aurelia, D., Nafisah, N., & Afifah, R. (2024). Affective Factors in Numeracy: Exploring How Math Anxiety and Self-Efficacy Influence Numeracy Skills. Electronic Journal of Education, Social Economics and Technology, 5(2), 129–136. https://doi.org/10.33122/ejeset.v5i2.248

OECD. (2023). PISA 2022 Results (Volume I): The State of Learning and Equity in Education, PISA. OECD Publishing. https://doi.org/10.1787/53f23881-en

Putwain, D. W., Pekrun, R., Rainbird, E. C., & Roberts, C. M. (2022). Cognitive-Behavioural Intervention for Test Anxiety: Could Teachers Deliver the STEPS Program and What Training would they Require? In Handbook of Stress and Academic Anxiety (pp. 381–399). Springer, Cham. https://doi.org/https://doi.org/10.1007/978-3-031-12737-3_25

Rahmawati, E. M., Ahman, Setiawati, Rukman, Z. H., & Rahayu, D. D. (2024). Academic Anxiety Among College Students Reviewed From Gender, Age, and Academic Year Perspective. G-Couns: Jurnal Bimbingan Dan Konseling, 9(1), 603–618. https://doi.org/10.31316/gcouns.v9i1.6124

Ratna, & Yahya, A. (2022). Kecemasan Matematika terhadap Kemampuan Pemecahan Masalah Matematika Siswa Kelas XI. Plusminus: Jurnal Pendidikan Matematika, 2(3), 1–16. https://doi.org/10.31980/plusminus.v2i3.1908

Švecová, V. (2024). Math Anxiety and its Relation to the Success of Mathematical Problems. TEM Journal, 13(1), 207–212. https://doi.org/10.18421/TEM131-21




DOI: http://dx.doi.org/10.58258/jime.v12i1.10155

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