Heterogeneity of the Effect of Affective Aspects on Students' Mathematical Problem-Solving Ability

Nadyati Putri(1,Mail), Al Jupri(2), Dadang Juandi(3), Cut Nadia Rachmi(4), Santy Bulubaan(5) | CountryCountry:


(1) Universitas Pendidikan Indonesia, Indonesia
(2) Universitas Pendidikan Indonesia, Indonesia
(3) Universitas Pendidikan Indonesia, Indonesia
(4) Universitas Pendidikan Indonesia, Indonesia
(5) Universitas Pendidikan Indonesia, Indonesia

MailCorresponding Author

DOI 10.23960/jpmipa.v26i2.pp924-940
Metrics→
              
Indexing Site→


Download Full Text: PDF

Copyright (c) 2025 Nadyati Putri, Al Jupri, Dadang Juandi, Cut Nadia Rachmi, Santy Bulubaan


Mathematical Problem-Solving Ability (MPSA) is a crucial skill in mathematics learning, as it plays a role in understanding mathematical concepts and preparing students to face challenges in everyday life. This study aims to examine the heterogeneous influence of affective aspects such as self-efficacy (SE), self-regulated learning (SRL), self-concept (SC), and mathematical disposition (MD) on students' mathematical problem-solving ability (MPSA) through a systematic literature review. Data were collected from research articles published between 2019 and 2024, indexed in SINTA and Scopus, following the PRISMA guidelines. The analysis results indicate that SE has the strongest correlation with MPSA, followed by MD. Variability in SC highlights a context-dependent influence. This study also provides a comprehensive mapping related to publication years, sample sizes, educational levels, and research locations, showing trends in the variation of publications each year. These findings emphasize that educational interventions should integrate affective aspects of MPSA holistically, with strategies tailored to different educational levels and regional disparities. Therefore, recommendations for future research include developing more holistic learning strategies that integrate all four affective aspects to achieve better learning outcomes.     

 

Keywords: mathematical problem-solving ability, self-efficacy, self-regulated learning, self-concept, mathematical disposition, systematic literature review.


Andianti, T., Sukirwan, S., & Rafianti, I. (2021). Analisis kemampuan berpikir kreatif matematis ditinjau dari self-regulated learning siswa smp. Wilangan: Jurnal Inovasi Dan Riset Pendidikan Matematika, 2(1), 26. https://doi.org/10.56704/jirpm.v2i1.9574

Bales, M. P., & Estomo, R. T. (2022). Mathematical creativity, mathematics self-efficacy, and mathematics problem-solving performance of high school students in different curricular programs. International Journal of Research Publication and Reviews, 3(9), 286–294. https://doi.org/10.55248/gengpi.2022.3.9.6

Boon, İ. E. T. (2024). Self-regulated learning skills in instrument education: a qualitative study. International Journal of Education and Literacy Studies, 12(1), 106–114. https://doi.org/10.7575/aiac.ijels.v.12n.1p.106

Doo, M. Y., Bonk, C. J., & Heo, H. (2020). A meta-analysis of scaffolding effects in online learning in higher education. International Review of Research in Open and Distributed Learning, 21(3), 60–80. https://doi.org/10.19173/irrodl.v21i3.4638

Fadilah, N. S., & Hakim, D. L. (2022). Siswa sma pada materi fungsi dengan tahapan polya. 7, 64–73.

Fadillah, S., Saputro, M., & Fajriah, F. (2018). Students’ academic self-concept and their ability in solving mathematical problems. Jurnal Pengajaran Matematika Dan Ilmu Pengetahuan Alam, 22(2), 96–101. https://doi.org/10.18269/jpmipa.v22i2.7927

Faozan, D., & Kusno, K. (2023). Systematic literatur review: pengaruh self-efficacy matematis terhadap kemampuan pemecahan masalah matematika. Indonesian Journal of Intellectual Publication, 4(1), 11–16. https://doi.org/10.51577/ijipublication.v4i1.454

Gambo, Y., & Shakir, M. Z. (2021). Review on self-regulated learning in smart learning environment. Smart Learning Environments, 8(1). https://doi.org/10.1186/s40561-021-00157-8

Guven, B., & Cabakcor, B. O. (2013). Factors influencing mathematical problem-solving achievement of seventh grade Turkish students. Learning and Individual Differences, 23(1), 131–137. https://doi.org/10.1016/j.lindif.2012.10.003

Hidayanti, N. (2023). Risalah : jurnal pendidikan dan studi islam implikasi self efficacy albert bandura dalam pendidikan agama islam. Risalah: Jurnal Pendidikan Dan Studi Islam, 9(4), 1626–1636.

Juandi, D. (2021). Heterogeneity of problem-based learning outcomes for improving mathematical competence: A systematic literature review. Journal of Physics: Conference Series, 1722(1). https://doi.org/10.1088/1742-6596/1722/1/012108

Julius, E. (2022). The relationship between self-concept and problem-solving skills on students’ attitude towards solving algebraic problems. Contemporary Mathematics and Science Education, 3(2), ep22020. https://doi.org/10.30935/conmaths/12509

Kadir, A., Rochmad, R., & Junaedi, I. (2020). Mathematical connection ability of grade 8th students’ in terms of self-concept in problem based learning. Journal of Primary Education, 9(3), 258–266. https://doi.org/10.15294/jpe.v9i3.37547

Kodden, B. (2020). Springer briefs in business the art of sustainable performance a model for recruiting, selection, and professional development. In The Art of Sustainable Performance: A Model for Recruiting, Selection, and Professional Development. https://doi.org/10.1007/978-3-030-46463-9_4

Kudsiyah, S. M., Novarina, E., & Lukman, H. S. (2017). Faktor - faktor yang mempengaruhi kemampuan pemecahan masalah matematika kelas X di SMA Negeri 2 Kota Sukabumi. Seminar Nasional Pendidikan, 110–117.

Leana, K. L., Luthfi, A. K., Studi, P., Matematika, P., & Makassar, U. M. (2024). Systematic literature review : pengaruh self-regulated learning terhadap kemampuan pemecahan masalah matematika siswa berdasarkan jenjang pendidikan belajar merupakan matematika sangat penting dalam kemampuan fundamental dalam pembelajaran matematika yang. 11(2), 21–30.

Lee, D., Watson, S. L., & Watson, W. R. (2019). Systematic literature review on self-regulated learning in massive open online courses. Australasian Journal of Educational Technology, 35(1), 28–41. https://doi.org/10.14742/ajet.3749

Nurochmah, Y., & Kharisudin, I. (2023). Mathematical modeling problem solving viewed from students’ mathematical self-concept on means-ends analysis based on blended learning. Unnes Journal of Mathematics Education, 12(2), 167–176. https://doi.org/10.15294/ujme.v12i2.74003

Özcan, Z. Ç. (2016). The relationship between mathematical problem-solving skills and self-regulated learning through homework behaviours, motivation, and metacognition. International Journal of Mathematical Education in Science and Technology, 47, 408–420. https://doi.org/https://doi.org/10.1080/0020739X.2015.1080313.

Pajares, F., & Kranzler, J. (1995). Self-efficacy beliefs and general mental ability in mathematical problem-solving. Contemporary Educational Psychology, 20(4), 426–443. https://doi.org/10.1006/ceps.1995.1029

Pambudi, D. S., Budayasa, I. K., & Lukito, A. (2020). The role of mathematical connections in mathematical problem solving. Mathematics Education Journal, 14(2), 129–144. https://doi.org/10.22342/jpm.14.2.10985.129-144

Panadero, E. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in Psychology, 8(APR), 1–28. https://doi.org/10.3389/fpsyg.2017.00422

Rifa Udin, M., & Noriza Munahefi, D. (2024). Prisma, prosiding seminar nasional matematika systematic literature review : kemampuan pemecahan masalah siswa ditinjau dari disposisi matematis siswa dengan model problem based learning. Prisma, 7, 603–609. https://proceeding.unnes.ac.id/prisma

Szabo, Z. K., Körtesi, P., Guncaga, J., Szabo, D., & Neag, R. (2020). Examples of problem-solving strategies in mathematics education supporting the sustainability of 21st-century skills. Sustainability (Switzerland), 12(23), 1–28. https://doi.org/10.3390/su122310113

Theresia, E. (2018). Studi deskriptif mengenai self concept dalam pelajaran matematika pada siswa kelas V SD ”X” di Kota Bandung. Humanitas (Jurnal Psikologi), 1(3), 161. https://doi.org/10.28932/humanitas.v1i3.754

Ummah, A. N., & Wahidin, W. (2022). Kemampuan pemecahan masalah siswa slow learner pada soal berbasis teori bruner ditinjau dari disposisi matematis. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 11(2), 1255. https://doi.org/10.24127/ajpm.v11i2.5068

Wulandari, E. Y., & Alyani, F. (2022). Self-regulated learning and problem-solving ability of elementary school students in fraction during online learning. Jurnal Elemen, 8(2), 645–658. https://doi.org/10.29408/jel.v8i2.5708

Yaseen, S., Aslam, S., Riaz, I., Shahzad, M., Peerzado, M. B., Manzoor, A., Amir, S. M., & Usman, M. (2023). Motivational determinants of self-regulated learning at The University Level in Punjab, Pakistan. Journal of Education and Social Studies, 4(3), 742–749. https://doi.org/10.52223/jess.2023.4334

Zimmerman, B. J. (2000). Self-efficacy: an essential motive to learn. Contemporary Educational Psychology, 25(1), 82–91. https://doi.org/10.1006/ceps.1999.1016


Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.