Mathematics Anxiety, Engagement, Burnout, and Parental Academic Pressure and Support: A Latent Profile Analysis of Adolescents
Abstract
Cognitive, emotional, motivational, and contextual factors shape mathematics-related difficulties during adolescence. Previous research has generally examined mathematics engagement, mathematics anxiety, school burnout, parental academic pressure and support, and 21st-century skills as separate constructs. Less is known about how these characteristics are organized within distinct student subgroups. The present utilized latent profile analysis (LPA) to identify distinct mathematics-related profiles among adolescents. Moreoveri it examined whether mathematics achievement, 21st-century skills, age, and gender predicted profile membership. 556 middle school students enrolled in the study using a convenience sample method (312 female; grades 5–8; Mage = 12.39, SD = 1.12).. Five instruments measured engagement, anxiety, burnout, parental academic pressure and support, and 21st-century skills. Multinomial logistic regression was used to examine the predictors of profile membership. Four distinct profiles emerged. The Engaged Profile (33.1%) showed high engagement and low emotional strain. The Burnout-Pressured Profile (16.9%) showed high anxiety, burnout, and parental pressure. The Anxious-Supported Profile (19.5%) combined elevated anxiety with relatively preserved engagement and support. The Disengaged Profile (30.5%) was mainly marked by low engagement and lower perceived support. Mathematics achievement and 21st-century skills significantly predicted profile membership, whereas age and gender did not. Stronger 21st-century skills were associated with a lower likelihood of membership in less-adaptive profiles, suggesting a protective role in adolescents' mathematics-related adjustment. These findings highlight the value of a person-centered approach for informing profile-sensitive support practices in mathematics education.
Keywords
- Mathematics engagement
- mathematics anxiety
- school burnout
- parental academic pressure and support
- 21st-century skills
- latent profile analysis
- adolescents
Ethical Statement
References
- Abdullatif, M. A. (2023). Constructivism learning theory: A paradigm for students’ critical thinking, creativity, and problem solving to affect academic performance in higher education. Cogent Education, 10(1), Article 2172929. https://doi.org/10.1080/2331186X.2023.2172929
- Ahmed, W., Minnaert, A., Kuyper, H., & van der Werf, G. (2012). Reciprocal relationships between math self-concept and math anxiety. Learning and Individual Differences, 22(3), 385–389. https://doi.org/10.1016/j.lindif.2011.12.004
- Ahmmed, S., Saha, J., Tamal, M. A., Mamun, K. A. A., & Islam, S. (2024). Factors predicting the mathematics anxiety of adolescents: A structural equation modeling approach. Frontiers in Psychiatry, 15, 1484381. https://doi.org/10.3389/fpsyt.2024.1484381
- Angelini, G., Buonomo, I., & Fiorilli, C. (2025). Parents who interfere with their children’s career choices: A path analysis model investigating risk and protective factors for students’ burnout and depression. International Journal of Adolescence and Youth, 30(1), Article 2458079. https://doi.org/10.1080/02673843.2025.2458079
- Antoniou, A. S., Charitaki, G., Pavlidou, K., & Alevriadou, A. (2026). Examining the relationships among burnout, mathematics self-efficacy, anxiety, and mathematical competence in primary and secondary students with dyscalculia. Education Sciences, 16(1), 48. https://doi.org/10.3390/educsci16010048
- Barlow, D. H. (2000). Unraveling the mysteries of anxiety and its disorders from the perspective of emotion theory. The American Psychologist, 55(11), 1247–1263. https://doi.org/10.1037//0003-066x.55.11.1247
- 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
- Boonk, L., Gijselaers, H. J. M., Ritzen, H., & Brand-Gruwel, S. (2018). A review of the relationship between parental involvement indicators and academic achievement. Educational Research Review, 24, 10–30. https://doi.org/10.1016/j.edurev.2018.02.001
Details
Primary Language
English
Subjects
Measurement and Evaluation in Education (Other)
Journal Section
Research Article
Authors
Early Pub Date
July 16, 2026
Publication Date
-
Submission Date
May 13, 2026
Acceptance Date
July 7, 2026
Published in Issue
Year 2026 Number: Advanced Online Publication