Metacognitive Awareness as Mediating Variable in the Relationship Between Students' Mathematics Self-Efficacy and Mathematical Thinking Skills

Authors

Blanco, Gratze Judhel A

Department of Education, Senior High School Students (Philippines)

Antonio, James Nathaniel B

Department of Education, Senior High School Students (Philippines)

Cañete, Angel G

Department of Education, Senior High School Students (Philippines)

Garcia, Herbenz Mel N

Department of Education, Senior High School Students (Philippines)

Hinog, Diane Evanie Queen B

Department of Education, Senior High School Students (Philippines)

Matias, Michelle S

Department of Education, Senior High School Students (Philippines)

Pinabacdao, Jessica

Department of Education, Senior High School Students (Philippines)

Yabana, Jian M

Department of Education, Senior High School Students (Philippines)

Anna Marie O. Pelandas

Department of Education, Senior High School Teachers Division of Davao de Oro (Philippines)

Jocel T. Labadan

Department of Education, Senior High School Teachers Division of Davao de Oro (Philippines)

Article Information

DOI: 10.47772/IJRISS.2026.10200196

Subject Category: Mathematics

Volume/Issue: 10/2 | Page No: 2606-2618

Publication Timeline

Submitted: 2026-02-15

Accepted: 2026-02-20

Published: 2026-03-01

Abstract

This study examined the mediating role of metacognitive awareness in the relationship between mathematics self-efficacy and mathematical thinking skills. The primary goal of this study was to examine the level of mathematics self-efficacy, metacognitive awareness, and mathematical thinking skills, to find out the significant relationship between variables, to determine the significant influence of mathematics self-efficacy on mathematical thinking skills, and to test the mediating effect of metacognitive awareness on the relationship between mathematics self-efficacy and mathematical thinking skills. A quantitative, descriptive-correlational design was used in this study, involving 271 senior high school students. The statistical methods employed in this study included the mean, Spearman's rho, multiple linear regression, and mediation analysis. The study found that metacognitive awareness was high, while mathematics self-efficacy and mathematical thinking skills were moderate. Moreover, there was a significant relationship between the variables, and mathematics self-efficacy significantly influenced mathematical thinking skills. Mastery experience, vicarious learning, and social persuasion significantly predict mathematical thinking skills. Further, metacognitive awareness significantly mediates the relationship between mathematics self-efficacy and mathematical learning skills.

Keywords

General Academic Strand, Mathematics Self-efficacy, Metacognitive Awareness

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References

1. Abdelrahman, R. M. (2020). Metacognitive awareness and academic motivation and their impact on academic achievement of Ajman University students. Heliyon, 6(9), e04192. https://doi.org/10.1016/j.heliyon.2020.e04192 [Google Scholar] [Crossref]

2. Ahmed, S. K. (2024). How to choose a sampling technique and determine sample size for research: A simplified guide for researchers. Oral Oncology Reports, 12, 100662. https://doi.org/10.1016/j.oor.2024.100662 [Google Scholar] [Crossref]

3. Ajan, J. B., Luna, C. A. & Roble, D. B. (2021). Do Military Students’ Mathematical Self-Efficacy and Metacognitive Awareness Matter on Their Problem Solving Performance? American Journal of Educational Research, 9(6), 330-334. doi: 10.12691/education-9-6-1 [Google Scholar] [Crossref]

4. Akcaoğlu, M. O., Mor, E., & Külekçi, E. (2023). The mediating role of metacognitive awareness in the relationship between critical thinking and self-regulation. Thinking Skills and Creativity, 47, 101187. doi: 10.1016/j.tsc.2022.101187 [Google Scholar] [Crossref]

5. Albaqawi, H. M. (2023). Mathematical thinking skills level among intermediate school students. Palarch’s Journal of Archaeology of Egypt/Egyptology, 20(2). [Google Scholar] [Crossref]

6. Alimbon, A. A., & Edig, M. (2025). Influence of metacognitive skills and mathematical resilience on problem-solving skills of students in mathematics. International Journal of Multidisciplinary Research and Publications (IJMRAP), 7(7). [Google Scholar] [Crossref]

7. Amal, M. F., & Mahmudi, A. (2020). Enhancing students’ self-efficacy through metacognitive strategies in learning mathematics. Journal of Physics: Conference Series, 1613 (1), 012061. doi: 10.1088/1742-6596/1613/1/012061 [Google Scholar] [Crossref]

8. Angraini, L. M. & Wahyuni, A. (2021). The Effect of Concept Attainment Model on Mathematical Critical Thinking Ability. International Journal of Instruction, 14(1), 727-742. [Google Scholar] [Crossref]

9. Asare, B., Dissou, Y., & Obeng, B. (2025). Mathematics self-belief and mathematical creativity of university students: The role of problem-solving skills. Cogent Education, 12. https://www.researchgate.net/publication/388419183 [Google Scholar] [Crossref]

10. Awofala, A. O. (2023). Examining sources of mathematics self-efficacy beliefs of senior secondary school students. ASEAN Journal of Science and Engineering Education, 3(3). [Google Scholar] [Crossref]

11. Baguin, R., & Janiola, F. (2024). Students' level of metacognitive awareness as correlates of their mathematics achievement. Psychology and Education, 16(6). https://doi.org/10.5281/zenodo.10523794 [Google Scholar] [Crossref]

12. Baltazar, L. P. T. (2022). Emotional intelligence and analytical problem-solving skills of students in general mathematics. International Journal of Innovative Science and Research Technology, 7(4), 981–996. [Google Scholar] [Crossref]

13. Campanilla, N. (2025). Self-efficacy in mathematics: A predictor in the mathematics performance of Grade 8 learners. Journal of Social Humanity and Education, 5(2). https://doi.org/10.35912/jshe.v5i2.2228. [Google Scholar] [Crossref]

14. Dumaguit, J. I. C., Dagohoy, R. G., Casinillo, L. F., & Hungo, M. O. (2025). Mathematics performance and self-efficacy as correlates of statistics and probability achievement of students. Canadian Journal of Family and Youth, 17(1), 16–36. https://doi.org/10.29173/cjfy30090 [Google Scholar] [Crossref]

15. Er, Z. (2024). Examination of the relationship between mathematical and critical thinking skills and academic achievement. Pedagogical Research, 9(1), https://doi.org/10.29333/pr/140281 [Google Scholar] [Crossref]

16. Ghanad, A. (2023). An overview of quantitative research methods. International Journal of Multidisciplinary Research and Analysis, 6. https://doi.org/10.47191/ijmra/v6-i8-52 [Google Scholar] [Crossref]

17. Güner, L., & Erbay, M. (2021). The impact of classroom environment on mathematics self-efficacy in secondary schools. Journal of Educational Psychology Research, 14(3), 210–225. https://doi.org/10.46328/ijres.1594 [Google Scholar] [Crossref]

18. Ibrahim, H., Ahmad, T. B. T., & Isa, N. (2023). Exploring Malaysian student's mathematical thinking skill. Forum Paedagogik,14(2). https://doi.org/10.24952/paedagogik.v14i2.9518 [Google Scholar] [Crossref]

19. Jaafar, H., & Ayub, S. (2021). Teacher support and its influence on math self-efficacy. Middle East Journal of Educational Studies, 6(2), 200–212. https://doi.org/10.1002/sres.2819 [Google Scholar] [Crossref]

20. Kenjayeva, A. (2023). Enhancing learning through cognitive and metacognitive strategies. Special Education Journal, 1(1), 15–22. https://doi.org/10.1234/sepj.2023.0115 [Google Scholar] [Crossref]

21. Koyuncuoglu, D. (2023). The mediating role of general self-efficacy in the relationship between metacognition and academic success of university students. International Journal of Modern Education Studies, 7(1), 184-201. https://doi.org/10.51383/ijonmes.2023.302 [Google Scholar] [Crossref]

22. Lazarra, R. T. (2025). Mathematics self-efficacy and anxiety: Predictors of mathematics achievement among selected students in the College of Science, University of Eastern Philippines Main Campus. Asian Research Journal of Mathematics, 21(6). [Google Scholar] [Crossref]

23. Mahinay, S., Tukuran, B., Bautista, J., Pasagui, S., Sigua, L. D., Sumlay, B., Pandaupan, D. A., Florague, A., & Escote, A. (2022). Mathematical thinking skills of BSED-Math students: Its relationship to study habits and utilization of Schoology. Psychology and Education: A Multidisciplinary Journal, 5(11), 954–970. https://doi.org/10.5281/zenodo.7392524 [Google Scholar] [Crossref]

24. Mondal, D. (2023). Metacognitive awareness and its relation to academic performance among learners: A review paper. International Journal of Research and Review, 10, 742–748. https://doi.org/10.52403/ijrr.20230786 [Google Scholar] [Crossref]

25. Özcan, Z. C. & Gümüş, A. E. (2019). A modeling study to explain mathematical problem-solving performance through metacognition, self-efficacy, motivation, and anxiety. Australian Journal of Education, 63(2). doi: 10.1177/0004944119840073 [Google Scholar] [Crossref]

26. Pramasdyahsari A. S., Setyawati R. D., Aini S. N., Nusuki U., Arum J. P., Astutik I. D., Zuliah W. W. N., Salmah U. (2023) Fostering students’ mathematical critical thinking skills on number patterns through digital book STEM PjBL, EURASIA Journal of Mathematics, Science and Technology Education, 2023, 19(7). https://doi.org/10.29333/ejmste/13342. [Google Scholar] [Crossref]

27. Pratama, M. (2025). Mathematical critical thinking ability and students’ confidence in mathematical literacy. Journal of Physics: Conference Series, 1663, 012028. https://doi.org/10.1088/1742-6596/1663/1/012028 [Google Scholar] [Crossref]

28. Rana, J., Luna, G. P., & Oldroyd, J. (2021). Quantitative methods. In Encyclopedia of Social Network Analysis and Mining. https://doi.org/10.1007/978-3-319-31816-5_460-1 [Google Scholar] [Crossref]

29. Santosa, Y. T., Antara, S., Ismiyati, & Setyaningsih, N. (2025). The influence of metacognitive awareness, mathematical disposition, and self-efficacy on reflective thinking and mathematics achievement. Journal of Mathematics Education, 10. https://doi.org/10.31327/jme.v10i1.737 [Google Scholar] [Crossref]

30. Sari, L. M., Sumarmo, U., & Supriatna, T. (2025). The Relationship Between Mathematical Reasoning Ability and Self-Efficacy on Junior High School Students. Journal of Innovative Mathematics Learning, 8(3), 306-314 [Google Scholar] [Crossref]

31. Schraw, G., & Dennison, R. S. (1994). Assessing metacognitive awareness. Contemporary Educational Psychology, 19(4), 460–475. https://doi.org/10.1006/ceps.1994.1033 [Google Scholar] [Crossref]

32. Shidqiya, A., & Sukestiyarno, S. (2022). Analysis of Students’ Mathematical Thinking Ability in Terms of Self Efficacy. Unnes Journal of Mathematics. [Google Scholar] [Crossref]

33. Street, K. E., Malmberg, L. E., & Schukajlow, S. (2024). Students' mathematics self-efficacy: A scoping review. ZDM Mathematics Education, 56(2), 151–167. https://doi.org/10.1007/s11858-024-01548-0 [Google Scholar] [Crossref]

34. Suhartini, T., Hendriana, H., & Putra, H. D. (2025). How Students’ Self-Efficacy Can Affect Their Mathematical Critical Thinking Ability? Journal of Innovative Mathematics Learning, 8(3), 381-38 [Google Scholar] [Crossref]

35. Tabuyo, A. (2024). Metacognition and Mathematical Problem-solving Performance of Pre-service Teachers. Pegem Journal of Education and Instruction, 14(4), 474–480. https://doi.org/10.47750/pegegog.14.04.46 [Google Scholar] [Crossref]

36. Tak, C. C., Zulnaidi, H., & Eu, L. K. (2022). Measurement model testing: Adaption of metacognitive awareness toward mathematics reasoning among undergraduate education students. Contemporary Mathematics and Science Education, 3(2), https://doi.org/10.30935/conmaths/12510 [Google Scholar] [Crossref]

37. Tian, Y., Fang, Y., & Li, J. (2018). The effect of metacognitive knowledge on mathematics performance in self-regulated learning framework: Multiple mediation of self-efficacy and motivation. Frontiers in Psychology, 9, Article 2518. https://doi.org/10.3389/fpsyg.2018.02518 [Google Scholar] [Crossref]

38. Tuburan, D. M. P., Nakama, R., Balandra, C. B. & Miranda, A. T. (2025). The Relationship between Metacognitive Knowledge and Mathematics Performance of High School Students. Asian Journal of Education and Social Studies, 51(6), 462–470. https://doi.org/10.9734/ajess/2025/v51i62009s [Google Scholar] [Crossref]

39. Usher, E. L., & Pajares, F. (2009). Sources of self-efficacy in mathematics: A validation study. Contemporary Educational Psychology, 34(1), 89–101. https://doi.org/10.1016/j.cedpsych.2008.09.002 [Google Scholar] [Crossref]

40. Velez, A. J., & Abuzo, E. (2024). Mathematics self-efficacy and motivation as predictors of problem-solving skills of students. Twist, 19, 417–430. https://doi.org/10.5281/zenodo.10049652 [Google Scholar] [Crossref]

41. Wahyuningsih, A., Susiswo, S., Nasution, S., & Qohar, S. H. (2021). Development of Android-based mathematics learning on the topic of congruence and similarity. International Journal of Interactive Mobile Technologies (iJIM), 15(9), 52–69. https://doi.org/10.3991/ijim.v15i09.20723 [Google Scholar] [Crossref]

42. Yang, Y., Maeda, Y., & Gentry, M. (2024). The relationship between mathematics self-efficacy and mathematics achievement: Multilevel analysis with NAEP 2019. Large-scale Assessments in Education, 12. https://doi.org/10.1186/s40536-024-00204-z [Google Scholar] [Crossref]

43. Zhang, J., Zhou, Y., Jing, B., Pi, Z., & Ma, H. (2024). Metacognition and Mathematical Modeling Skills: The Mediating Roles of Computational Thinking in High School Students. Journal of Intelligence, 12(6), 55. https://doi.org/10.3390/jintelligence12060055 [Google Scholar] [Crossref]

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