Deconstruction Cognitive Strategies: Are Students Truly Engaging in Connective Thinking or Merely Memorizing Patterns?

Authors

DOI:

https://doi.org/10.21831/jrpm.v12i2.85490

Keywords:

Cognitive strategies, Connective thinking, Pattern Memorization, Construction Hole, Student reflection, Mathematical problem solving

Abstract

Connective thinking skills are an essential aspect of mathematics learning in higher education. However, students tend to rely on memorising patterns rather than developing conceptual thinking strategies, which results in failure when faced with non-routine problems. This study aims to analyse the characteristics of students' cognitive strategies and identify the factors influencing their choice of strategies. Using a qualitative approach with think-aloud techniques, in-depth interviews, and analysis of written work from undergraduate mathematics education students. The results show that students begin problem-solving through visualisation and pattern exploration, but only a few are able to perform logical generalisation. Reflection was found to be the primary trigger for the transformation of strategies from memorisation to connectivity, although there were still construction holes in the conceptual network. These findings contribute theoretically to the application of Toshio's schema and have practical implications for learning design that emphasises reflection and conceptual connectivity.

Author Biographies

Nurfaida Tasni, Universitas Negeri Makassar

Dr. Nurfaida Tasni, S.Pd., M.Pd., is a lecturer at the Graduate Program of Universitas Negeri Makassar, Indonesia. Her research focuses on thinking processes and mathematical connections in learning. She is particularly interested in qualitative research related to students’ cognitive strategies in mathematics education.

Andi Syukriani

Her research interests include mathematics education, mathematical thinking processes, and teacher professional development.

Hamzah Upu

Hamzah has published more than 100 papers in both national and international journals, one of which is titled "The Direction of Education Quality Improvement in Indonesia."

References

Aras, I., Pratiwi, E., Nanna, A. W. I., & Barumbun, M. (2022). Role of Scaffolding for Reflective Thinking on the Mathematical Problem Solving. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 11(1), 718. https://doi.org/10.24127/ajpm.v11i1.4757

Athukorala, U., & Fernando, D. (2024). Assessing Metacognitive Skills in Mathematical Problem Solving: A Comparative Study of a Task-Specific Questionnaire and Think Aloud Protocol. September. https://doi.org/10.22492/issn.2188-1162.2024.39

Byrne, D. (2022). A worked example of Braun and Clarke’s approach to reflexive thematic analysis. Quality and Quantity, 56(3), 1391–1412. https://doi.org/10.1007/s11135-021-01182-y

Campbell, K. A., Orr, E., Durepos, P., Nguyen, L., Li, L., Whitmore, C., Gehrke, P., Graham, L., & Jack, S. M. (2021). Reflexive thematic analysis for applied qualitative health research. Qualitative Report, 26(6), 2011–2028. https://doi.org/10.46743/2160-3715/2021.5010

Cernasev, A., & Axon, D. R. (2023). Research and scholarly methods: Thematic analysis. JACCP: Journal Of The American College Of Clinical Pharmacy, 6(7), 751–755. https://doi.org/https://doi.org/10.1002/jac5.1817

Dewi, N., Nugraheni, E. A., & Matematika, P. (2023). Kemampuan Numerasi Siswa Bergaya Kognitif Reflektif dan Impulsif dalam Memecahkan Masalah SPLDV Numeracy Abilities of Reflective and Impulsive Cognitive Style Students in Solving SPLDV Problems. 13(02).

Diederich, A. (2024). A Dynamic Dual Process Model for Binary Choices: Serial Versus Parallel Architecture. Computational Brain & Behavior, 7(1), 37–64. https://doi.org/10.1007/s42113-023-00186-1

Dumestre, M. J. (2016). Financial sustainability in US higher education: Transformational strategy in troubled times. In Financial Sustainability in US Higher Education: Transformational Strategy in Troubled Times. https://doi.org/10.1057/978-1-349-94983-0

Exacta, A. P., Suswandari, M., Giyatmi, G., Hadiprasetyo, K., Kurniaji, B., Rosyid, A., & Ismail, I. (2024). Student misconceptions based on cognitive style. International Journal of Educational Studies in Social Sciences, 4(1), 1–15. https://doi.org/10.53402/ijesss.v4i1.398

Ikhwani, A. D., Subanji, S., & Susanto, H. (2023). Aktivitas Metakognitif Siswa dengan Gaya Kognitif Reflektif dalam Memecahkan Masalah Matematika. Jurnal Cendekia : Jurnal Pendidikan Matematika, 7(3), 2566–2580. https://doi.org/10.31004/cendekia.v7i3.2481

Jung, H., & Park, Y. (2024). Exploring the Novice Designers’ Use of Cognitive Strategies in the Process of Design Metacognition. Archives of Design Research, 37(5), 271–288. https://doi.org/10.15187/adr.2024.11.37.5.271

Kramer, O., & Baumann, J. (2024). Unlocking Structured Thinking in Language Models with Cognitive Prompting.

Lavy, I., & Shriki, A. (2023). On Reading Mathematical Texts, Question-Asking and Cognitive Load. Education Sciences, 13(7). https://doi.org/10.3390/educsci13070678

Marzuki, M., Saiman, S., & Wahyudin, W. (2022). Students’ Critical Thinking Ability in Solving the Application of the Derivative of Algebraic Function Problems. Jurnal Didaktik Matematika, 9(1), 78–92. https://doi.org/10.24815/jdm.v9i1.25220

Maulana, H. (2024). Students ’ Metacognition in Solving Numeracy Tasks Based on Adversity Quotient. 13(December), 198–206. https://doi.org/10.35194/jp.v13i2.4035

Maulyda, M. A., Sugiman, & Wuryandani, W. (2025). Mathematical Problem Solving, Representation, and Math Primary School Teachers. Revista Colombiana de Educacion, 96, 1–20. https://doi.org/10.17227/rce.num96-19787

Moreira-Párraga, J. A., & Alcívar-Castro, E. J. (2022). Cognitive development of students in solving mathematical problems. International journal of health sciences, 6(April), 12655–12665. https://doi.org/10.53730/ijhs.v6ns2.8415

Musodiqoh, U. A., & Jaelani, A. (2024). Profil Kemampuan Pemecahan Masalah Matematis Berdasarkan Level proficiency Matematis. 4(September), 557–570.

Nasution, S. H. (2018). Jurnal Kajian Pembelajaran Matematika. Jurnal Kajian Pembelajaran Matematika, 2(1), 10.

Putri, R. W., & Indrawatiningsih, N. (2023). Defragmenting Student Construction Holes in Solving System of Absolute Value Equations. Jurnal Riset Pendidikan dan Inovasi Pembelajaran Matematika (JRPIPM), 6(2), 131–142. https://doi.org/10.26740/jrpipm.v6n2.p131-142

Rahmi, N., Zubainur, C. M., & Marwan. (2020). Students’ mathematical reflective thinking ability through scaffolding strategies. Journal of Physics: Conference Series, 1460(1). https://doi.org/10.1088/1742-6596/1460/1/012022

Restini, I. L., Pathuddin, P., Bakri, B., & Sukayasa, S. (2023). Profile of Students’ Metacognitive Skills in Solving Math Problems in Terms of Mathematical Ability. JME (Journal of Mathematics Education), 8(2), 172–187. https://doi.org/10.31327/jme.v8i2.1970

Ria, T. (2021). Dinamika Pendidikan Pancasila. 19(1), 1–10. https://doi.org/10.15294/dp.v19i1.8010

Rosida, A., & Masduki, M. (2023). Exploring Student Algebraic Thinking in Solving Math Problems in Terms of Kolb’S Learning Style. Jurnal Pendidikan Matematika (JUPITEK), 6(1), 62–72. https://doi.org/10.30598/jupitekvol6iss1pp62-72

Salido, A., Suryadi, D., Dasari, D., & Muhafidin, I. (2020). Mathematical reflective thinking strategy in problem-solving viewed by cognitive style. Journal of Physics: Conference Series, 1469(1). https://doi.org/10.1088/1742-6596/1469/1/012150

Sari, A. A. I., & Lutfi, A. (2023). Kemampuan Berpikir Kritis Siswa dalam Pembelajaran Matematika melalui Pendekatan Inkuiri. Jurnal Simki Pedagogia, 6(1), 118–129. https://doi.org/10.29407/jsp.v6i1.225

Scheibe, D. A., Was, C. A., Dunlosky, J., & Thompson, C. A. (2023). Metacognitive Cues, Working Memory, and Math Anxiety: The Regulated Attention in Mathematical Problem Solving (RAMPS) Framework. Journal of Intelligence, 11(6). https://doi.org/10.3390/jintelligence11060117

Setiyani, Gunawan, Waluya, S. B., Sukestiyarno, Y. L., Cahyono, A. N., Mutia, & Yunianto, W. (2025). The role of scaffolding in shaping reflective mathematical thinking of dependent field students in numeracy problems. Infinity Journal, 14(2), 531–550. https://doi.org/10.22460/infinity.v14i2.p531-550

Setiyani, S., Karimah, N. I., Hapsari, T., Sumarwati, S., Erawati, T., & Suprayo, T. (2024). Analyzing Students’ Cognitive Process of Mathematical Problem Solving for Mathematical Literacy. EduMa: Mathematics education learning and teaching‏‏‎, 13(1), 63. https://doi.org/10.24235/eduma.v13i1.16272

Setiyani, Waluya, S. B., Sukestiyarno, Y. L., & Cahyono, A. N. (2024). Construction of reflective thinking: A field independent student in numerical problems. Journal on Mathematics Education, 15(1), 151–172. https://doi.org/10.22342/jme.v15i1.pp151-172

Setiyani, Waluya, S., Sukestiyarno, Y., & Cahyono, A. N. (2023). Construction of reflective thinking: A field independent student in numerical problems. Journal on Mathematics Education. https://doi.org/10.22342/jme.v15i1.pp151-172

Si, L. S., & Huan, C. (2024). Effectiveness of Visualisation Integrated Problem Solving Approach on Improving Grade Three Malaysian Students ’ Arithmetic Word Problem Solving Ability. 13(4), 3153–3162. https://doi.org/10.6007/IJARPED/v13-i4/22953

Sırmacı, N., & Uyar, Z. E. (2024). The Investigation of Problem Solving Strategies in Mathematical Modelling of Middle School Seventh-Grade Students. Kuram ve Uygulamada Sosyal Bilimler Dergisi. https://doi.org/10.48066/kusob.1509945

Susanti, E. (2021). Reflection Strategies on Students’ Thinking Structures in the Mathematical Problem Solving Steps. Mathematics Education Journal, 5(2), 145–158. https://doi.org/10.22219/mej.v5i2.17249

Sutarto, Toto Nusantara, Subanji, S. (2016). Local conjecturing process in the solving of pattern generalization problem. Educational Reserach and Review, 11(8), 732–742. https://doi.org/10.5897/ERR2016.2719

Syamsuddin, A., Juniati, D., & Siswono, T. Y. E. (2020). Understanding the Problem Solving Strategy Based on Cognitive Style as a Tool to Investigate Reflective Thinking Process of Prospective Teacher. Universal Journal of Educational Research, 8(6), 2614–2620. https://doi.org/10.13189/ujer.2020.080644

Tasni, N., Saputra, A., & Adohar, O. (2020). Students’ difficulties in productive connective thinking to solve mathematical problems. Beta: Jurnal Tadris Matematika, 13(1), 33–48. https://doi.org/10.20414/betajtm.v13i1.371

Tririnika, Y., Sujadi, I., & Slamet, I. (2024). In-depth Analysis of Students ’ Mathematical Problem-Solving Skills : Influence Factors Motivation and Effective Teaching Strategies. 16, 3752–3766. https://doi.org/10.35445/alishlah.v16i3.5474

Utama, D. P., & Budiarto, M. T. (2024). Students ’ Mathematical Literacy in Solving PISA Model Questions : A Case Study of Systematic and Intuitive Cognitive Style. 7(1), 39–47.

Viator, R. E., Nancy L., H., Shannon B., R., & and Marquardt, B. B. (2020). The mediating effect of reflective-analytic cognitive style on rational thought. Thinking & Reasoning, 26(3), 381–413. https://doi.org/10.1080/13546783.2019.1634151

Xu, P., & Salado, A. (2022). A Mathematical Approach to Design Verification Strategies That Incorporate Corrective Activities as Dedicated Decisions. IEEE Open Journal of Systems Engineering, 1(October 2022), 1–11. https://doi.org/10.1109/ojse.2022.3222731

Xu, W., & Zammit, K. (2020). Applying Thematic Analysis to Education: A Hybrid Approach to Interpreting Data in Practitioner Research. International Journal of Qualitative Methods, 19, 1–9. https://doi.org/10.1177/1609406920918810

Yu, L., & Zin, Z. M. (2023). The critical thinking-oriented adaptations of problem-based learning models: a systematic review. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1139987

Yusrina, S. L., Masriyah, M., & Wijayanti, P. (2023). Algebraic Thinking Profile of Junior High School Students with Reflective Cognitive Style in Solving Mathematics Problems. Jurnal Riset Pendidikan dan Inovasi Pembelajaran Matematika (JRPIPM), 7(1), 75–84. https://doi.org/10.26740/jrpipm.v7n1.p75-84

Zulkarnain, R., Kurniawan, A., & Lisarani, V. (2023). Fleksibilitas Kognitif dalam Pembelajaran Matematika Sekolah Menengah Atas Cognitive Flexibility in Learning Mathematics Senior High School. Jurnal Pendidikan Matematika Indonesia, 8(September), 81–89.

Published

2025-11-18

How to Cite

Tasni, N., Syukriani, A., & Upu, H. (2025). Deconstruction Cognitive Strategies: Are Students Truly Engaging in Connective Thinking or Merely Memorizing Patterns?. Jurnal Riset Pendidikan Matematika, 12(2). https://doi.org/10.21831/jrpm.v12i2.85490