Mathematical Reasoning Confidence and Problem-Solving Engagement among Grade 6 Learners

Authors

  • Alaiza L. Derraco Northeastern College Author
  • Severino T. Morales Jr. Northeastern College Author

DOI:

https://doi.org/10.5281/zenodo.21424764

Keywords:

Grade 6 learners, mathematical reasoning, mathematics confidence, problem-solving engagement, robust regression, self-efficacy

Abstract

This study investigated the relationship between mathematical reasoning confidence and problem-solving engagement among Grade 6 learners at Carikkikan Elementary School, City of Ilagan, Isabela. It employed a cross-sectional relational-predictive survey design using validated scales on mathematical reasoning confidence and problem-solving engagement. All eligible Grade 6 learners were invited through census sampling. Data were analyzed using the median, interquartile range, Spearman’s rank-order correlation with bias-corrected and accelerated bootstrap confidence intervals, and Theil-Sen robust regression. Results showed that learners generally demonstrated high mathematical reasoning confidence and problem-solving engagement. However, moderate levels were observed in explaining and justifying solutions, persisting during mathematical reasoning, communicating mathematical ideas, and continuing after an unsuccessful attempt. Mathematical reasoning confidence was significantly and positively related to problem-solving engagement, with persistence in reasoning showing the strongest association. Robust regression further indicated that mathematical reasoning confidence significantly predicted problem-solving engagement and accounted for a meaningful proportion of its variation. The findings suggest that learners who trusted their capacity to interpret problems, choose strategies, justify answers, and continue through difficulty were more likely to participate actively and persistently in mathematical tasks. Mathematics instruction should therefore provide sustained opportunities for explanation, strategy comparison, error analysis, solution revision, guided questioning, and collaborative problem solving. Strengthening both reasoning confidence and engagement may help Grade 6 learners approach challenging mathematical tasks with greater assurance, effort, and persistence.

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References

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

Department of Education. (2016, August). K to 12 curriculum guide: Mathematics, Grade 1 to Grade 10. https://www.deped.gov.ph/wp-content/uploads/2019/01/Math-CG_with-tagged-math-equipment.pdf

Department of Education, Southeast Asian Ministers of Education Organization, & United Nations Children’s Fund. (2021). Southeast Asia Primary Learning Metrics 2019 national report of the Philippines. https://www.unicef.org/philippines/reports/sea-plm-metrics-2019-national-report-philippines

Granello, F., Cuder, A., Doz, E., Pellizzoni, S., & Passolunghi, M. C. (2025). Improving math self-efficacy and math self-concept in middle school: A narrative systematic review. European Journal of Psychology of Education, 40, Article 42. https://doi.org/10.1007/s10212-025-00939-5

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

Herset, M., El Ghami, M., & Bjerke, A. H. (2023). The effect of level-marked mathematics tasks on students’ self-efficacy: An experimental study. Frontiers in Psychology, 14, Article 1116386. https://doi.org/10.3389/fpsyg.2023.1116386

Hidayatullah, A., Abidin, R., & Muqit, A. (2024). Motivation and behavioral engagement: The mediating role of mathematics self-efficacy in primary education. Journal on Efficiency and Responsibility in Education and Science, 17(3), 237–246. https://doi.org/10.7160/eriesj.2024.170306

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, Article 103096. https://doi.org/10.1016/j.tate.2020.103096

Koponen, T., Aro, T., Peura, P., Leskinen, M., Viholainen, H., & Aro, M. (2021). Benefits of integrating an explicit self-efficacy intervention with calculation strategy training for low-performing elementary students. Frontiers in Psychology, 12, Article 714379. https://doi.org/10.3389/fpsyg.2021.714379

Liu, R.-D., Zhen, R., Ding, Y., Liu, Y., Wang, J., Jiang, R., & Xu, L. (2018). Teacher support and math engagement: Roles of academic self-efficacy and positive emotions. Educational Psychology, 38(1), 3–16. https://doi.org/10.1080/01443410.2017.1359238

Middleton, J. A., Wiezel, A., Jansen, A., & Smith, E. P. (2023). Tracing mathematics engagement in the first year of high school: Relationships between prior experience, observed support, and task-level emotion and motivation. ZDM Mathematics Education, 55(2), 427–445. https://doi.org/10.1007/s11858-022-01432-9

Murphy, S., & Ingram, N. (2023). A scoping review of research into mathematics classroom practices and affect. Teaching and Teacher Education, 132, Article 104235. https://doi.org/10.1016/j.tate.2023.104235

Organisation for Economic Co-operation and Development. (2024). PISA 2022 results (Volume V): Learning strategies and attitudes for life. OECD Publishing. https://doi.org/10.1787/c2e44201-en

Reinhold, F., Hoch, S., Schiepe-Tiska, A., Strohmaier, A. R., & Reiss, K. (2021). Motivational and emotional orientation, engagement, and achievement in mathematics: A case study with one sixth-grade classroom working with an electronic textbook on fractions. Frontiers in Education, 6, Article 588472. https://doi.org/10.3389/feduc.2021.588472

Street, K. E. S., Malmberg, L.-E., & Schukajlow, S. (2024). Students’ mathematics self-efficacy: A scoping review. ZDM Mathematics Education, 56(2), 265–280. https://doi.org/10.1007/s11858-024-01548-0

Wang, C., Xu, Q., & Fei, W.-Q. (2024). The effect of student-perceived teacher support on math anxiety: Chain mediation of teacher-student relationship and math self-efficacy. Frontiers in Psychology, 15, Article 1333012. https://doi.org/10.3389/fpsyg.2024.1333012

Zakariya, Y. F. (2022). Improving students’ mathematics self-efficacy: A systematic review of intervention studies. Frontiers in Psychology, 13, Article 986622. https://doi.org/10.3389/fpsyg.2022.986622

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Published

2026-07-18

How to Cite

Derraco, A., & Morales, S. (2026). Mathematical Reasoning Confidence and Problem-Solving Engagement among Grade 6 Learners. International Journal of Education, Research, and Innovation Perspectives, 2(7), 1120-1133. https://doi.org/10.5281/zenodo.21424764

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