Investigating Critical Thinking Indicators in the Context of Algebra Problem Solving: A Study in Indonesia

Authors

  • M. Taufik Qurohman Politeknik Harapan Bersama, Kota Tegal, Indonesia
  • Zainnur Wijayanto Universitas Sarjanawiyata Tamansiswa, Yogyakarta, Indonesia
  • Suwarto Suwarto SMK Negeri 2 Kabupaten Tangerang, Kota Tangerang, Indonesia

DOI:

https://doi.org/10.31849/3psjs798

Keywords:

Algebra Critical thinking Mathematics Metacognition Problem Solving Student thinking processes

Abstract

Developing students’ critical thinking in mathematics, particularly in algebra problem solving, is crucial for enhancing conceptual understanding and mathematical reasoning. Although critical thinking has been widely studied, limited research has specifically examined how Indonesian students demonstrate critical thinking in algebra tasks, especially in the evaluation stage. This study investigates how students engage with four key indicators of critical thinking: Analysis, Strategy, Inference, and Evaluation, during algebra problem solving. A qualitative descriptive approach was employed, involving six purposively selected eleventh-grade students from Senior High School 5 Tegal, categorized into high, medium, and low levels of critical thinking ability. Data were gathered through classroom tests, structured observations, and in-depth interviews, then analyzed using thematic coding with triangulation to ensure credibility. The results indicate that students with high critical thinking levels were able to perform all four indicators effectively, while those at the medium level showed inconsistent performance, particularly in the inference and evaluation stages. Students with low critical thinking levels struggled to identify mathematical structures, often applying procedures without conceptual clarity. These findings suggest that the quality of students’ critical thinking is closely related to their algebraic understanding and ability to apply reasoning strategies. This study highlights the underexplored evaluation dimension of critical thinking, offering new insights into how students validate and justify solutions in mathematics. The findings underscore the need for instructional practices that support reflective thinking, encourage reasoning, and promote deeper engagement with mathematical problems. Further research is recommended to explore how these skills develop across time and educational contexts.

References

Ahdhianto, E., Marsigit, Haryanto, & Santi, N. N. (2020). The effect of metacognitive-based contextual learning model on fifth-grade students’ problem-solving and mathematical communication skills. European Journal of Educational Research, 9(2), 753–764. https://doi.org/10.12973/eu-jer.9.2.753

Ambarwati, D., & Kurniasih, M. D. (2021). Pengaruh Problem Based Learning berbantuan media YouTube terhadap kemampuan literasi numerasi siswa. Jurnal Cendekia: Jurnal Pendidikan Matematika, 5(3), 2857–2868. https://doi.org/10.31004/cendekia.v5i3.829

Amram, M., Dagan, M., Levi, S., & Mouftakhov, A. (2019). Formalising the use of the centre of mass method in mathematical problems. Teaching of Mathematics, 22(1), 17–32.

Anggraini, R. S., & Fauzan, A. (2018, December). The influence of realistic mathematics education (RME) approach on students’ mathematical communication ability. Proceedings of the 2nd International Conference on Mathematics and Mathematics Education 2018 (ICM2E 2018) (pp. 208–210). Atlantis Press. https://doi.org/10.2991/icm2e-18.2018.48

Angraini, L. M. (2019). The influence of concept attainment model in mathematical communication ability at the university students. Infinity Journal, 8(2), 189–198. https://doi.org/10.22460/infinity.v8i2.p189-198

Anjarwati, D., Juandi, D., Nurlaelah, E., & Hasanah, A. (2022). Studi meta-analisis: Pengaruh model discovery learning berbantuan GeoGebra terhadap kemampuan berpikir kritis matematis siswa. Jurnal Cendekia: Jurnal Pendidikan Matematika, 6(3), 2417-2427.

Aprilianingrum, D., & Wardani, K. W. (2021). Meta analisis: Komparasi pengaruh model pembelajaran problem-based learning dan discovery learning dalam meningkatkan kemampuan berpikir kritis siswa SD. BasicEdu Journal, 5(2), 1006–1017.

Borg, G. (2014). Applying educational research: How to read, do, and use research to solve problems of practice. Longman Publishing Inc.

Brokate, M. (2020). Newton and Bouligand derivatives of the scalar play and stop operator. Mathematical Modelling of Natural Phenomena, 15, 51. https://doi.org/10.1051/mmnp/2020013

Chasanah, C., Riyadi, & Usodo, B. (2020). The effectiveness of learning models on written mathematical communication skills viewed from students’ cognitive styles. European Journal of Educational Research, 9(3), 979–994. https://doi.org/10.12973/EU-JER.9.3.979

Creswell, J. W. (2013). Steps in conducting a scholarly mixed methods study.

Darmawan, N., Tiatri, S., & Mularsih, H. (2019). Self-efficacy siswa SD yang menghadapi soal cerita matematika: Dampak pengajaran strategi metakognitif IDEA. Jurnal Muara Ilmu Sosial Humaniora dan Seni, 3(2), 549–558 https://doi.org/10.24912/jmishumsen.v3i2.3487.2019

Dewi Yuarna, A., Sutarto, J., & Suminar, T. (2020). The influence of parenting and peers on early childhood character. Journal of Primary Education, 9(4), 429–435. https://journal.unnes.ac.id/sju/index.php/jpe

Elliott, B., Oty, K., McArthur, J., & Clark, B. (2001). The effect of an interdisciplinary algebra/science course on students’ problem solving skills, critical thinking skills and attitudes towards mathematics. International Journal of Mathematical Education in Science and Technology, 32(6), 811–816. https://doi.org/10.1080/00207390110053784

Hendriana, H., & Kadarisma, G. (2019). Self-efficacy dan kemampuan komunikasi matematis siswa SMP. JNPM (Jurnal Nasional Pendidikan Matematika), 3(1), 153–? https://doi.org/10.33603/jnpm.v3i1.2033 (confirm end page)

Jin, F., Qian, Z. S., Chu, Y. M., & Rahman, M. U. (2022). On nonlinear evolution model for drinking behavior under Caputo–Fabrizio derivative. Journal of Applied Analysis and Computation, 12(2), 790–806. https://doi.org/10.11948/20210357

Jumaisyaroh, T., & Hasratuddin, E. E. N. (2016). Peningkatan kemampuan berpikir kritis matematis dan kemandirian belajar siswa SMP melalui pembelajaran berbasis masalah. Kreano, Jurnal Matematika Kreatif-Inovatif, 5(2), 157-169. https://doi.org/10.12928/admathedu.v5i1.4786

Jun On, N., Suparatulatorn, R., Kaewkongpan, D., & Suwanreung, C. (2022). Enhancing pre service mathematics teachers’ technology integrated competency: Cooperative initiation and open lesson observation. International Journal of Information and Education Technology, 12(12), 1363–1373. https://doi.org/10.18178/ijiet.2022.12.12.1760

Kadijevich, D. M. (2019). Influence of TIMSS research on the mathematics curriculum in Serbia: Educational standards in primary education. Teaching of Mathematics, 22(1), 33–41.

Kadijevich, D. M., & Stephens, M. (2020). Modern statistical literacy, data science, dashboards, and automated analytics and its applications. Teaching of Mathematics, 23(1), 71–80.

Kathayat, B. (2024). Metacognitive skills in mathematics learning: A systematic review of literature. J. Musikot Campus, 2(1), 41–57. https://doi.org/10.3126/jmc.v2i1.70785

Kaya, D., & Aydin, H. (2016). Elementary mathematics teachers’ perceptions and lived experiences on mathematical communication. Eurasia Journal of Mathematics, Science and Technology Education, 12(6), 1619–1629. https://doi.org/10.12973/eurasia.2014.1203a

Kilienė, I. (2023). P problem as a means to encourage students’ conceptualization of fractions. Teaching of Mathematics, 26(1), 29–45.

Kurniawan, D., Yusmin, E., & Hamdani. (2017). Deskripsi kemampuan komunikasi matematis siswa dalam menyelesaikan soal cerita kontekstual. Jurnal Pendidikan dan Pembelajaran, 6(2), 1–11.

Kurniawan, H., Purwoko, R. Y., & Setiana, D. S. (2024). Integrating cultural artifacts and tradition from remote regions in developing mathematics lesson plans to enhance mathematical literacy. Journal of Pedagogical Research, 8(1), 61–74. https://doi.org/10.33902/JPR.202423016

Kusumah, Y. S., Kustiawati, D., & Herman, T. (2020). The effect of GeoGebra in three-dimensional geometry learning on students’ mathematical communication ability. International Journal of Instruction, 13(2), 895–908. https://doi.org/10.29333/iji.2020.13260a

Liu, F. (2020). Addressing STEM in the context of teacher education. Journal of Research in Innovative Teaching & Learning, 13(1), 129–134. https://doi.org/10.1108/jrit-02-2020-0007

Madden, A. D., Webber, S., Ford, N., & Crowder, M. (2018). The relationship between students’ subject preferences and their information behaviour. Journal of Documentation, 74(4), 692–721. https://doi.org/10.1108/JD-07-2017-0097

Mas’ud, M., Arifin, A., & Arsyad, N. (2018). The development of metacognitive skills-based teaching materials. Journal of Education and Learning (Edulearn), 12(4), 731–738. https://doi.org/10.11591/edulearn.v12i4.8215

Miles, M. B., & Huberman, A. M. (1994). Qualitative data analysis: An expanded sourcebook. sage.

Murtiyasa, B., & Anggraini, O. (2022). Metacognitive identification in solving mathematics problems of junior high school students. Al Ishlah Jurnal Pendidikan, 14(4), 4987–4996. https://doi.org/10.35445/alishlah.v14i4.1808

NTCM. (2000). Principles and standards for school mathematics. National Council of Teachers of Mathematics, Inc.

Pennequin, V., Sorel, O., & Mainguy, M. (2010). Metacognition, executive functions and aging: the effect of training in the use of metacognitive skills to solve mathematical word problems. Journal of Adult Development, 17(3), 168–176. https://doi.org/10.1007/s10804-010-9098-3

Popović, B., Dimitrijević, S., Stanić, M., & Milenković, A. (2022). Students’ success in solving mathematical problems depending on different representations. Teaching of Mathematics, 25(2), 74–92. https://doi.org/10.57016/TM-BAPU1403

Poulos, A. (2020). A case study of a student who created problems for a mathematics competition. Teaching of Mathematics, 23(2), 109–116.

Pourdavood, B. R., McCarthy, K., & McCafferty, T. (2020). The impact of mental computation on children’s mathematical communication, problem solving, reasoning, and algebraic thinking. Athens Journal of Education, 7(3), 241–254. https://doi.org/10.30958/aje.7-3-1

Qurohman, M. T. (2025). Development of the learning model group investigations based academic culture (GIBAC). Philpapers

Rambe, K., & Asmin, B. (2019). Analysis of metacognitive skills in solving mathematical problems reviewed from students’ learning style. American Journal of Educational Research, 7(11), 780–793. https://doi.org/10.12691/education-7-11-5

Ramlah, R., Siswono, T., & Lukito, A. (2024). Revealing the uniqueness of variations in prospective teachers’ metacognitive activities in solving mathematical problems based on gender. Infinity Journal, 13(2), 477–500. https://doi.org/10.22460/infinity.v13i2.p477-500

Restini, I., Pathuddin, P., Bakri, B., & Sukayasa, S. (2023). Profile of students’ metacognitive skills in solving math problems in terms of mathematical ability. Journal of Mathematics Education, 8(2), 172–187. https://doi.org/10.31327/jme.v8i2.1970

Richardo, R., Wijaya, A., Rochmadi, T., Abdullah, A. A., Nurkhamid, Astuti, A. W., & Hidayah, K. N. (2023). Ethnomathematics augmented reality: Android based learning multimedia to improve creative thinking skills on geometry. International Journal of Information and Education Technology, 13(4), 731–737. https://doi.org/10.18178/ijiet.2023.13.4.1860

Rosikhoh, D., Abdussakir, A., & Mukmin, M. I. (2022, January). Investigation of metacognition level of secondary school students in solving Islamic based numerical literacy. Proceedings of the International Conference on Madrasah Reform 2021 (ICMR 2021) (Advances in Social Science, Education and Humanities Research, Vol. (A), pp. 18–24). Atlantis Press. https://doi.org/10.2991/assehr.k.220104.004 atlantis-press.com+7atlantis-press.com+7sinta.kemdikbud.go.id+7

Safitri, M., & Suryani, N. (2022). Analysis of Metacognitive Ability in Mathematics Problem Solving of SMA Students at Ngemplak Boyolali. Journal of Mathematics and Mathematics Education, 12(2), 72-82. https://doi.org/10.20961/jmme.v12i2.64432

Santoso, F., Napitupulu, E., & Amry, Z. (2019). Metacognitive level analysis of high school students in mathematical problem solving skill. American Journal of Educational Research, 7(12), 919–924. https://doi.org/10.12691/education-7-12-4

Setiyani, Putri, D. P., Ferdianto, F., & Fauji, S. H. (2020). Designing a digital teaching module based on mathematical communication in relation and function. Journal on Mathematics Education, 11(2), 223–236. https://doi.org/10.22342/jme.11.2.7320.223 236

Shannon, K. M., & Austin, H. W. (1992). A problem to foster critical thinking in mathematics. International Journal of Mathematical Education in Science and Technology, 23(4), 543–547. https://doi.org/10.1080/0020739X.1992.10715687

Shodikin, A., Nurkumala, S., & Sumarno, W. (2022). Student metacognition in mathematics problem solving on set materials. Mathline Jurnal Matematika dan Pendidikan Matematika, 7(2), 288–297. https://doi.org/10.31943/mathline.v7i2.297

Siahaan, M. M. L., & Napitupulu, E. E. (2018). The difference of students’ mathematical communication ability taught by cooperative learning model Think–Talk–Write type and Numbered Heads Together type. Scholaria: Jurnal Pendidikan dan Kebudayaan, 8(3), 231–242. https://doi.org/10.24246/j.js.2018.v8.i3.p231 242

Sumarmo, U. (2006). Pembelajaran keterampilan membaca matematika pada siswa sekolah menengah. Universitas Pendidikan Indonesia.

Tenenbaum, J., Kemp, C., Griffiths, T., & Goodman, N. (2011). How to grow a mind: Statistics, structure, and abstraction. Science, 331(6022), 1279–1285. https://doi.org/10.1126/science.1192788

Viseu, F., & Oliveira, I. B. (2012). Open ended tasks in the promotion of classroom communication in mathematics. International Electronic Journal of Elementary Education, 4(2), 287–300.

Warmi, A. (2019). Pemahaman konsep matematis siswa kelas VIII pada materi lingkaran. Mosharafa: Jurnal Pendidikan Matematika, 8, 297–306.

Wilkinson, L. C., Bailey, A. L., & Maher, C. A. (2018). Students’ mathematical reasoning, communication, and language representations: A video narrative analysis. ECNU Review of Education, 1(3), 1–22. https://doi.org/10.30926/ecnuroe2018010301

Zakiri, I. K., Pujiastuti, E., & Asih, T. S. N. (2018). The mathematical communication ability based on gender difference on students of 11th grade by using problem based learning model assisted by probing prompting technique. Unnes Journal of Mathematics Education, 7(2), 78–84. https://doi.org/10.15294/ujme.v7i2.20645

Downloads

Published

2025-07-05

How to Cite

Investigating Critical Thinking Indicators in the Context of Algebra Problem Solving: A Study in Indonesia. (2025). Utamax : Journal of Ultimate Research and Trends in Education, 7(2), 99-110. https://doi.org/10.31849/3psjs798