AN EXPLORATORY MIXED METHODS STUDY OF STUDENTS’ CRITICAL THINKING BASED ON SELF-REGULATED LEARNING IN NUMERACY LITERACY PROBLEM SOLVING

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Authors

  • Ayu Faiqoh Khoiri Universitas Muhammadiyah Metro
  • Nego Linuhung Universitas Muhammadiyah Metro
  • Dwi Rahmawati Universitas Muhammadiyah Metro

DOI:

https://doi.org/10.32665/james.v9i1.5759

Keywords:

Critical Thinking, self-regulated learning, metacognition, problem solving, numeracy literacy

Abstract

  This study aims to explore students’ critical thinking skills in solving numeracy literacy problems based on their levels of Self-Regulated Learning (SRL). The research employed a mixed-methods approach with an explanatory sequential design, involving 36 eleventh-grade students from a public senior high school in Bojonegoro. Quantitative data were collected through SRL questionnaires and numeracy literacy tests, while qualitative data were obtained from in-depth interviews with students representing high, medium, and low SRL categories. The results reveal a consistent relationship between SRL levels and critical thinking abilities. Students with high SRL demonstrated systematic and reflective critical thinking, encompassing interpretation, analysis, evaluation, and reflection. Students with medium SRL showed adequate analytical and evaluative abilities but were less consistent in reflection, while students with low SRL tended to rely on procedural thinking without re-evaluating their results. This study contributes by providing an exploratory mixed-methods profile of students’ critical thinking across different levels of self-regulated learning in numeracy literacy problem solving. The findings suggest that enhancing self-regulation plays a vital role in fostering students’ critical thinking, particularly in numeracy literacy tasks that require logical reasoning and metacognitive reflection.

 

References

Ansari, B., Research, M. S.-E. J. of E., & 2021, undefined. (2021). Exploring Students’ Learning Strategies and Self-Regulated Learning in Solving Mathematical Higher-Order Thinking Problems. ERICBI Ansari, M SalehEuropean Journal of Educational Research, 2021•ERIC. https://doi.org/10.12973/eu-jer.10.2.743

Arisoy, B., Research, B. A.-E. J. of E., & 2021, undefined. (2021). The Effects of Subject-Based Critical Thinking Education in Mathematics on Students’ Critical Thinking Skills and Virtues. ERICB Arisoy, B AybekEurasian Journal of Educational Research, 2021•ERIC, 92, 99–120. https://doi.org/10.14689/ejer.2021.92.6

Asmara, A., & Septiana, M. P. A. (2024). Model pembelajaran berkonteks masalah. Cv. Azka Pustaka.

Creswell, J. W. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage publications.

El-Adl, A., Sciences, H. A.-C. J. of E., & 2020, undefined. (2020). Relationships between self-regulated learning strategies, learning motivation and mathematics achievement. ERICA El-Adl, H AlkharusiCypriot Journal of Educational Sciences, 2020•ERIC, 15(1), 104–111. https://doi.org/10.18844/cjes.v15i1.4461

Fajriyah, E. (2022). Kemampuan literasi numerasi siswa pada pembelajaran matematika di Abad 21. Prosiding Seminar Nasional Pendidikan, 4, 403–409.

Fauziah, E., & Kuntoro, T. (2022). Modifikasi intelegensi dan berpikir kritis dalam memecahkan masalah. El-Athfal: Jurnal Kajian Ilmu Pendidikan Anak, 2(01), 49–63.

Ghimby, A. B. D. (2022). Pengaruh self regulated learning terhadap kemampuan berpikir kritis dan hasil belajar. JOEL: Journal of Educational and Language Research, 1(12), 2091–2104.

Herdianti, I. A. H., & Muntazhimah, M. (2023). Pembelajaran Era New Normal: Pengaruh Self Regulated Learning Terhadap Kemampuan Berpikir Kreatif Matematis Siswa SMP. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 12(1), 1263–1272.

Jannah, M., & Hayati, M. (2024). Pentingnya kemampuan literasi matematika dalam pembelajaran matematika. Griya Journal of Mathematics Education and Application, 4(1), 40–54.

Khakima, L. N., Marlina, L., & Zahra, S. F. A. (2021). Penerapan literasi numerasi dalam pembelajaran siswa MI/SD. Prosiding SEMAI: Seminar Nasional PGMI, 1, 775–792.

Marchy, F., Elmawati, E., Samosir, C. M., & Muhammad, I. (2023). Research on Self-Regulated Learning in Mathematics Learning (1980-2023): A Bibliometric Review. Kontinu: Jurnal Penelitian Didaktik Matematika, 7(2), 1–18.

Monteleone, C., Miller, J., Research, E. W.-M. E., & 2023, undefined. (2023). Conceptualising critical mathematical thinking in young students. SpringerC Monteleone, J Miller, E WarrenMathematics Education Research Journal, 2023•Springer, 35(2), 339–359. https://doi.org/10.1007/s13394-023-00445-1

Nasution, A. F. (2023). Metode penelitian kualitatif.

Navyola, V. (2022). Literature review: self regulated learning dalam pembelajaran matematika. J-PiMat: Jurnal Pendidikan Matematika, 4(2), 497–506.

OECD, P. (2022). Results (Volume I): The State of Learning and Equity in Education. 2023. URL Https://Doi. Org/10.1787/53f23881-En, 4.

Okolie, U. C., Igwe, P. A., Mong, I. K., Nwosu, H. E., Kanu, C., & Ojemuyide, C. C. (2022). Enhancing students’ critical thinking skills through engagement with innovative pedagogical practices in Global South. Higher Education Research & Development, 41(4), 1184–1198.

Pratiwi, U. M., Novaliyosi, N., & Pujiastuti, H. (2024). SYSTEMATIC LITERATURE REVIEW: KEMAMPUAN BERPIKIR KRITIS SISWA DITINJAU DARI PENYELESAIAN SOAL LITERASI NUMERASI. SIGMA: JURNAL PENDIDIKAN MATEMATIKA, 16(2), 347–356.

Rahmawati, E., & Alaydrus, F. M. (2021). Pengaruh self regulated learning terhadap kemampuan berpikir kritis dalam pembelajaran blended learning. AL-HIKMAH: Journal Of Education And Islamic Studies, 9(1), 122–129.

Rohim, A., & Rofiki, I. (2024). Profil Kemampuan Berpikir Kritis Siswa dalam Menyelesaikan Soal AKM Numerasi. Kognitif: Jurnal Riset HOTS Pendidikan Matematika, 4(1), 183–193.

Roslinda, F., Sulistyaningsih, D., & Suprapto, R. (2022). Pengaruh self-regulated learning terhadap kemampuan berpikir kritis matematis siswa. Prosiding Seminar Nasional UNIMUS, 5.

Sa’diyah, H., & Aini, S. (2022). Model pembelajaran inkuiri pada perkembangan berfikir kritis siswa: Literature review. Journal of Professional Elementary Education, 1(1), 73–80.

Saleh, S. (2023). Mengenal penelitian kualitatif: Panduan bagi peneliti pemula. Badan Penerbit UNM.

Satria, D., Kusasih, I. H., & Gusmaneli, G. (2025). Analisis rendahnya kualitas pendidikan di Indonesia saat ini: Suatu kajian literatur. Jurnal Bintang Pendidikan Indonesia, 3(2), 292–309.

Setiana, D., Purwoko, R., Educational, S. S.-E. J. of, & 2021, undefined. (2021). The application of mathematics learning model to stimulate mathematical critical thinking skills of senior high school students. Eu-Jer.ComDS Setiana, RY Purwoko, S SugimanEuropean Journal of Educational Research, 2021•eu-Jer.Com, 10(1), 509–523. https://doi.org/10.12973/eu-jer.10.1.509

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Published

2026-01-07
Abstract View: 22, PDF Download: 13