ANALISIS HUBUNGAN SELF-REGULATED LEARNING TERHADAP KEMAMPUAN BERPIKIR REFLEKTIF MATEMATIS SISWA SMP: SYSTEMATIC LITERATURE REVIEW
DOI:
https://doi.org/10.36277/defermat.v9i1.2531Keywords:
mathematical reflective thinking, self-regulated learning, junior high school students, systematic literature reviewAbstract
Mathematical reflective thinking ability is a higher-order skill vital in mathematics education. Yet, research on its link with self-regulated learning (SRL) among junior high school students is limited and unsystematically reviewed. This study examines the relationship between SRL and mathematical reflective thinking ability through a 10-year (2016–2026) systematic literature review, identifying patterns and implications for mathematics education at the junior high school level. Using Systematic Literature Review (SLR) per PRISMA guidelines, searches on Google Scholar, ERIC, and accredited national journals employed keywords: "self-regulated learning," "mathematical reflective thinking ability," and "junior high school students." Of 30 articles identified, 15 met the inclusion criteria and were analyzed using descriptive qualitative methods. Findings show a consistent positive correlation between SRL and mathematical reflective thinking ability. High-SRL students more comprehensively fulfill reflective thinking indicators (reacting, elaborating, contemplating) compared to medium/low-SRL peers. This relationship is mediated by the structural alignment between SRL phases (forethought, performance control, self-reflection) and the cognitive processes underlying reflective thinking. Problem-Based Learning (PBL) consistently optimizes the role of SRL in developing mathematical reflective thinking ability. The study strengthens the empirical basis for fostering SRL in junior high school mathematics learning and urges the integration of metacognitive strategies into the curriculum
References
Agustina, V. ., Masrukan, M., & Walid, W. (2022). Analysis Of Mathematical Creative Thinking Ability In Terms Of Self-Regulated Learning In The Creative Problem-Solving Learning Model. De Fermat : Jurnal Pendidikan Matematika, 5(2), 104–119. https://doi.org/10.36277/defermat.v5i2.288
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), 26–35. https://doi.org/10.62870/WJIRPM.V2I1.9574
Annisa, A., Isnaniah, I., Aprison, W., & Imamuddin, M. (2025). Kemampuan Berpikir Reflektif Matematis dalam Menyelesaikan Soal Pemecahan Masalah Matematika. Proximal: Jurnal Penelitian Matematika Dan Pendidikan Matematika, 8(1), 372–383. https://doi.org/10.30605/PROXIMAL.V8I1.5331
Anwar, S., Pujiastuti, H., & Mutaqin, A. (2019). Pengaruh Contextual Teaching and Learning dan Self Regulated Learning Terhadap Kemampuan Koneksi Matematis. Jurnal Pendidikan Matematika, 3(2), 116–133.
Apriliani, F., & Munandar, D. R. (2026). The Relationship Between Self-Regulated Learning and Student’s Mathematics Achievement. EMTEKA: Jurnal Pendidikan Matematika, 7(1), 123–132. https://doi.org/10.24127/EMTEKA.V7I1.8028
Armelia, M. N., & Ismail, I. (2021). Pengaruh Self-Regulated Learning terhadap Kemampuan Berpikir Reflektif Matematis Siswa. Jurnal Cendekia : Jurnal Pendidikan Matematika, 5(2), 1757–1768. https://doi.org/10.31004/cendekia.v5i2.687
Dai, W., Li, Z., & Jia, N. (2022). Self-regulated learning, online mathematics learning engagement, and perceived academic control among Chinese junior high school students during the COVID-19 pandemic: A latent profile analysis and mediation analysis. Frontiers in Psychology, 13, 1042843. https://doi.org/10.3389/FPSYG.2022.1042843/TEXT
Daniar, D. P., & Ardiyanti, Y. (2025). Analisis Berpikir Reflektif Siswa dalam Menyelesaikan Soal Ditinjau Dari Self Regulated Learning. Laplace : Jurnal Pendidikan Matematika, 8(1), 247–256. https://doi.org/10.31537/laplace.v8i1.2417
Elsayad, G. (2024). Drivers of undergraduate students’ learning perceptions in the blended learning environment: The mediation role of metacognitive self-regulation. 29, 15737–15760. https://doi.org/10.1007/s10639-024-12466-9
Fajariah, A. N., & Setiyorini, R. (2018). The Correlation Between Self Regulated Learning Toward Math With Mathematical Logical Thinking Skil. Journal of Innovative Mathematics Learning, 1(4).
Hasanah, N. R., Turmudi, T., & Juandi, D. (2024). Students’ Reflective Thinking Skills in Mathematics Learning: Systematic Literature Review. Journal of Didactic Studies, 2(1), 7–16. https://doi.org/10.17509/JDS.V2I1.71718
Herlina, S., Juandi, D., Saputri, V., & Anwar, V. N. (2022). Self-Regulated Learning berdasarkan Kemampuan Akademik Matematika: Literatur Review. PRISMA, 11(1), 113. https://doi.org/10.35194/jp.v11i1.1955
Kamelia, S., & Pujiastuti, H. (2020). Penerapan Strategi Pembelajaran Metakognitif-Scaffolding untuk Meningkatkan Kemampuan Pemecahan Masalah Matematis dan Self Regulated Learning Siswa. In Journal for Research in Mathematics Learning) p (Vol. 3, Number 4).
Kholid, M. N., Sa’Dijah, C., Hidayanto, E., & Permadi, H. (2022). Students’ reflective thinking pattern changes and characteristics of problem solving. Reflective Practice, 23(3), 319–341. https://doi.org/10.1080/14623943.2021.2025353
Khusna, H., & Miatun, A. (2023). Self Regulated Learning Sebagai Prediktor Kemampuan Pembuktian Matematis Calon Guru Matematika. FIBONACCI: Jurnal Pendidikan Matematika Dan Matematika, 9(2), 131. https://doi.org/10.24853/fbc.9.2.131-140
Kusuma, I. C., Noer, S. H., & Caswita, C. (2020). Pengembangan PBM dengan Tahapan TPS untuk Meningkatkan Kemampuan Berpikir Reflektif Matematis dan Self- Efficacy Siswa. Jurnal Cendekia : Jurnal Pendidikan Matematika, 4(2), 870–885. https://doi.org/10.31004/CENDEKIA.V4I2.321
Luma’ati Noor, N., Waluya, S. B., & Widodo, S. A. (2025). Self-Regulated Learning for Solving Mathematical Problems: A Systematic Literature Review. Jurnal Riset Pendidikan Matematika, 12(2), 2025–2236. https://doi.org/10.21831/jrpm.v12i2.89026
Ningrum, A. K. P., Novaliyosi, N., & Nindiasari, H. (2024). Systematic Literature Review: Model Problem Based Learning terhadap Kemampuan Berpikir Reflektif Matematis Siswa. Jurnal Educatio FKIP UNMA, 10(3). https://doi.org/10.31949/EDUCATIO.V10I3.9325
Nufus, H., Muhandaz, R., Hasanuddin, Nurdin, E., Ariawan, R., Fineldi, R. J., Hayati, I. R., & Situmorang, D. D. B. (2024). Analyzing the students’ mathematical creative thinking ability in terms of self-regulated learning: How do we find what we are looking for? Heliyon, 10(3), e24871. https://doi.org/10.1016/j.heliyon.2024.e24871
Nugrahani, R. P., Nurcahyo, A., & Kholid, M. N. (2024). Analisis Kemampuan Berpikir Reflektif Matematis Siswa pada Materi Statistika Ditinjau dari Self-Regulated Learning. Jurnal Lebesgue : Jurnal Ilmiah Pendidikan Matematika, Matematika Dan Statistika, 5(1), 232–243. https://doi.org/10.46306/LB.V5I1.550
Page, M. J., Mckenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., Mcdonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. Journal of Clinical Epidemiology, 134, 178–189. https://doi.org/10.1016/j.jclinepi.2021.03.001
Rachmasari, S., Aripin, A., & Wistama, S. T. M. (2021). Studi Berpikir Reflektif Siswa Dalam Memecahkan Masalah Matematis Ditinjau dari Kemandirian Belajar & Tipe Kepribadian (Guardian). PYTHAGORAS: JURNAL PROGRAM STUDI PENDIDIKAN MATEMATIKA, 10(1), 29–46. https://doi.org/10.33373/PYTHAGORAS.V10I1.3438
Rindiyanti, A., Anggoro, B. S., & Nabila, S. U. (2025). Implementasi Model Pembelajaran Ecirr Dengan Menggunakan Qsh Terhadap Scientific Reasoning Dan Kemampuan Berpikir Reflektif Pada Siswa. De Fermat : Jurnal Pendidikan Matematika, 7(2), 92–101. https://doi.org/10.36277/defermat.v7i2.2234
Rosyada, A., Sari, N., Sukmaningthias, N., & Nuraeni, Z. (2024). Mathematical reasoning and self-regulated learning differences by using mathematical literacy-based e-module. Jurnal Elemen, 10(2), 222–238. https://doi.org/10.29408/jel.v10i2.23989
Setya Hermawan, J., Asikin, M., Karomah Dwidayati, N., & Gayamsari Selatan, J. (2021). Students’ Mathematical Creative Thinking Ability Judging from Self-Regulated Learning in MiC Learning with an Open-Ended Approach. http://journal.unnes.ac.id/sju/index.php/ujmer
Sholeha, W. J., & Nufus, H. (2025). Analisis Berpikir Kreatif Matematis Siswa Ditinjau dari Self Regulated Learning dalam Problem Based Learning. Didactical Mathematics, 7(1), 151–165. https://doi.org/10.31949/DM.V7I1.13314
Suciati, N. (2023). The Influence of Self-Regulated Learning on Students’ Creative Thinking Skills. International Journal of Advance Research in Mathematics Education. https://doi.org/10.56916/ijarme.v1i1.xxx
Suhartina, R., Farhan, M. S., Kushendri, K., & Nurjaman, A. (2019). Analisis Kemampuan Berpikir Reflektif Siswa SMP di Kota Cimahi pada Materi Operasi Aljabar Ditinjau dari Self Regulated. Journal on Education, 1(3), 203–210. https://doi.org/10.31004/JOE.V1I3.138
Suhendra, Nindiasari, H., Yuhana, Y., & Mutaqin, A. (2025). Systematic Literature Review: Analisis Kesalahan Siswa Dalam Menyelesaikan Soal Matematika Berdasarkan Kriteria Whatson.
Werdiningsih, C. E., & Khoerunisa, L. (2021). Pengaruh Habits of Mind dan Kemandirian Belajar Siswa terhadap Kemampuan Berpikir Reflektif Matematis. JKPM (Jurnal Kajian Pendidikan Matematika), 7(1), 85–94. https://doi.org/10.30998/jkpm.v7i1.9942
