The Role of Self-Efficacy in Sharpening Students' Mathematical Reasoning Skills: A Bibliometric Literature Review

Authors

  • Zahra Mutia Sultan Syarif Kasim State Islamic University Riau, Pekanbaru, Indonesia
  • Hasanuddin Hasanudin Sultan Syarif Kasim State Islamic University Riau, Pekanbaru, Indonesia

Keywords:

Self Efficacy, Mathematical Reasoning Ability, Bibliometrik Analysis

Abstract

Self-efficacy has been shown to play an important role in influencing the success of mathematics, including improving students' mathematical reasoning abilities. This study uses a bibliometric approach assisted by VOSviewer software to analyze 100 articles from Google Scholar published between 2017-2023. Articles were purposively selected with specific criteria and filtered using the PRISMA approach. Network visualization shows that the keywords "self-efficacy" and "mathematical reasoning" have strong thematic relationships. Articles with high influence emphasize the importance of learning strategies such as PBL and scaffolding. This study emphasizes that attention to the affective aspect of students' cognitive development needs to be improved.

References

Aprisal, A., & Arifin, S. (2020). Mathematical Reasoning Ability and Self-Efficacy of Junior High School Students. Delta: Scientific Journal of Mathematics Education, 8(1), 31-40. https://doi.org/10.31941/delta.v8i1.1155

Bandura, A. (2009). Self-efficacy in changing societies. Cambridge University Pres. https://doi.org/10.1017/CBO9780511571283

Donthu, N, dkk. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research. https://doi.org/10.1016/j.jbusres.2021.04.070

Giraldo, P., et al. (2019). Worldwide research trends on wheat and barley. Agronomy. https://doi.org/10.3390/agronomy9070352

Hakim, L. (2020). Bibliometric analysis of business incubator research in Scopus indexed scientific publications. Scientific Journal of Management. https://doi.org/10.30656/jim.v10i2.2345

Hallinger, P. (2019). A bibliometrik review of research on higher education for sustainble development,1998-2018. Sustainability. https://doi.org/10.3390/su11010240

Hidayati, N., & Rofiki, A. (2021). Project- Based Learning in Improving Self-Efficacy and Mathematical Reasoning. Edumatika, 2. https://doi.org/10.32939/edumatika.v4i2.860

Hutabarat, W. R. (2020). Application of Problem-Based Learning Model to Improve Students' Self-Efficacy and Mathematical Reasoning. Journal of Mathematics Education, 1. https://doi.org/10.31941/jpm.v7i1.812

Lecture, M., & Unrika, T. (2017). Correlation of self efficacy to mathematical reasoning ability of short semester students in trigonometry course unrika. 6(20), 143-150.

Maulidia, L and Pratiwi, H. . (2021). Students' Self-Efficacy in Solving Math Problems Based on HOTS (Hinger Order Thinking Skills). Scientific Journal of Mathematics Education, 1. https://doi.org/10.26877/jipmat.v4i1.7743

NTCM. (2000). Principle and standards for school mathematics. NTCM. https://www.nctm.org/standards

Nurussalamah, A., & Marlina, R. (2022). Mathematical Reasoning Ability Of Students In Terms Of Self-Efficacy In Relation Material. 5(5), 1255–1268. https://doi.org/10.22460/jpmi.v5i5.1255-1268

Phan, T.T., et al. (2022). A bibliometric review on realistic mathematics education in Scopus database between 1972-2019. European Journal ofEducatonal. https://doi.org/10.12973/eu-jer.11.2.987

Rahmawati, E. (2020). The Relationship between Self-Efficacy and Mathematical Reasoning. Journal of Mathematics Didactics, 2. https://doi.org/10.24815/jdm.v7i1.16993

Rizqiyah, A and Sari, D. . (2022). Scaffolding-Based Learning Strategy to Improve Self-Efficacy and Mathematical Reasoning. Journal of Mathematics Education Innovation, 3. https://doi.org/10.21831/jipm.v3i1.39918

Umaroh, S., Yuhana, Y., & Hendrayana, A. (2020). The effect of self-efficacy and math anxiety on mathematical reasoning ability of junior high school students. Wilangan: Journal of Mathematics Education Innovation and Research, 1(1), 1-15. https://doi.org/10.30738/wj.v1i1.7685

Yanti, D., & Suryadi, D. (2018). Qualitative Study on Self-Efficacy and Mathematical Reasoning. Infiniti Juornal, 1. https://doi.org/10.22460/infinity.v7i2.p165-176

Zakiyah, S., Imania, S. H., Rahayu, G., & Hidayat, W. (2018). Analysis Of Problem Solving And Mathematical Reasoning Skills And Self-Efficacy Of Senior High School Students. 1(4), 647-656. https://doi.org/10.22460/jpmi.v1i4.p647-656

Published

2025-06-13

How to Cite

Mutia, Z., & Hasanudin, H. . (2025). The Role of Self-Efficacy in Sharpening Students’ Mathematical Reasoning Skills: A Bibliometric Literature Review. Journal of Curriculum and Learning Technologies (JCLT-Krisno), 1(1), 39-45. Retrieved from https://mail.journal.almaarif.ac.id/index.php/krisno/article/view/659