Exploring the Growth of a Junior High School Student’s Mathematical Understanding and Higher-Order Thinking

Authors

DOI:

https://doi.org/10.38114/riemann.v8i1.164

Keywords:

mathematical understanding growth, Pirie–Kieren theory, higher-order thinking skills, folding back, SPLDV

Abstract

Mathematical understanding develops dynamically and plays an important role in fostering higher-order thinking skills (HOTS). However, studies using the Pirie–Kieren framework have not consistently examined the relationship between the growth of mathematical understanding and higher-order thinking. This study aims to explore the growth of a junior high school student’s mathematical understanding at Junior High School Number 8 Lubuklinggau, and higher-order thinking within the framework of Pirie-Kieren. This study employed a descriptive exploratory approach involving one eighth-grade student with high mathematical ability, selected purposively. The student completed a System of Linear Equations in Two Variables (SPLDV) task designed based on the Pirie–Kieren layers of understanding. Data were collected through observations, interviews, and documentation, and were analyzed thematically. The results show that the student’s mathematical understanding exhibited growth in a dynamic and nonlinear manner, progressing from primitive knowing to structuring, with recurring folding-back. Along this progression, the student demonstrated higher-order thinking, including recognizing concepts, applying prior knowledge in new contexts, constructing mathematical models, identifying properties, abstracting ideas, reflecting on processes, and connecting concepts. These findings indicate that the growth of mathematical understanding is closely associated with the development of higher-order thinking, suggesting that both evolve simultaneously during the learning process.

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References

Al-Wardat, H. A., Khasawneh, A. A., & Al-Sa'di, E. T. (2026). The effect of the Pirie and Kieren model of mathematical understanding on the enhancement of geometric thinking among seventh grade students. Jordanian Educational Journal, 11(1), 169–196. https://doi.org/10.46515/jaes.v11i1.1842 DOI: https://doi.org/10.46515/jaes.v11i1.1842

Alqhtani, M., Srivastava, R., Abdel-Gawad, H., Macías-Díaz, J., Saad, K., & Hamanah, W. (2023). Insight into Functional Boiti–Leon–Mana–Pempinelli Equation and Error Control: Approximate Similarity Solutions. Mathematics, 11(22), 4569. https://doi.org/10.3390/math11224569 DOI: https://doi.org/10.3390/math11224569

Anggraini Nur Siwi Suci, Ahmad Munir, & Purwati, O. (2023). The Implementation of CLIL at Primary School : Teacher’s Perspectives and Challenges. EDUKASIA: Jurnal Pendidikan Dan Pembelajaran, 4(2), 991–1000. https://doi.org/10.62775/edukasia.v4i2.381 DOI: https://doi.org/10.62775/edukasia.v4i2.381

Asih, F. (2018). Profil Kemampuan Berpikir Kritis Matematis Siswa dalam Pemecahan Masalah Soal SPLDV ditinjau dari Kemampuan Matematika. Jurnal Karya Pendidikan Matematika, 5(2), 9. https://doi.org/10.26714/jkpm.5.2.2018.9-19 DOI: https://doi.org/10.26714/jkpm.5.2.2018.9-19

Awantagusnik, A., & Prastyo, F. (2024). Pemahaman Konseptual Siswa Kelas VII dalam Menyelesaikan Soal SPLDV Menggunakan Metode Grafik. Jurnal Armada Pendidikan, 2(2), 61–69. https://doi.org/10.60041/jap.v2i2.90 DOI: https://doi.org/10.60041/jap.v2i2.90

Carpenter, T. P., & Lehrer, R. (1999). Teaching and Learning Mathematics with Understanding. In E. Fennema & T. A. Romberg (Eds.), Mathematics Classrooms that Promote Understanding (pp. 19–32). Lawrence Erlbaum Associates.

Chai, C. S., & Kong, S.-C. (2017). Professional Learning for 21st Century Education. Journal of Comput. Education, 4(1), 1–4. DOI: https://doi.org/10.1007/s40692-016-0069-y

Chuene, K., Mabotja, K., & Maoto, S. (2023). Talk that supports learners’ folding back for growth in understanding geometry. Pythagoras, 44(1). https://doi.org/10.4102/pythagoras.v44i1.711 DOI: https://doi.org/10.4102/pythagoras.v44i1.711

Codes, M., Astudillo, M. T. G., Martín, M. L. D., & Pérez, M. C. M. (2013). Growth in the Understanding of Infinite Numerical Series: a Glance through the Pirie and Kieren Theory. International Journal of Mathematical Education in Science and Technology, 44(5), 652–662. https://doi.org/10.1080/0020739X.2013.781690 DOI: https://doi.org/10.1080/0020739X.2013.781690

Creswell, J. W. (2014). Research design: Qualitative, quantitative, and mixed methods approaches (4th ed.). SAGE Publications.

Deciku, B., Musdi, E., Arnawa, I., & Suherman, S. (2022). Hypothetical Learning Trajectory Sistem Persamaan Linear Dua Variabel Dengan Pendekatan Realistic Mathematics Education. Jurnal Cendekia Jurnal Pendidikan Matematika, 7(1), 185–196. https://doi.org/10.31004/cendekia.v7i1.1781 DOI: https://doi.org/10.31004/cendekia.v7i1.1781

Dewi, A., & Machromah, I. (2022). Kemampuan Berpikir Kreatif Siswa dalam Menyelesaikan Soal HOTS Ditinjau dari Kemampuan Awal Matematika. Jurnal Math Educator Nusantara Wahana Publikasi Karya Tulis Ilmiah Di Bidang Pendidikan Matematika, 8(2), 168–188. https://doi.org/10.29407/jmen.v8i2.17779 DOI: https://doi.org/10.29407/jmen.v8i2.17779

Diananda, I., & Rahaju, E. (2023). Miskonsepsi Peserta Didik pada Materi Sistem Persamaan Linear Dua Variabel (SPLDV) Ditinjau dari Tingkat Kecerdasan Logis Matematis. MATHEdunesa, 12, 1–21. https://doi.org/10.26740/mathedunesa.v12n1 DOI: https://doi.org/10.26740/mathedunesa.v12n1.p1-21

Efuansyah, A., Lukito, A., & Wijayanti, P. (2024a). Mathematical Understanding: Systematic Mapping Study Based on Bibliometric Analysis. Journal of Higher Education Theory and Practice, 23(20), 216–228. DOI: https://doi.org/10.33423/jhetp.v23i20.6697

Efuansyah, A., Lukito, A., & Wijayanti, P. (2024b). Utilizing task with scaffolding: growth of students’ mathematical understanding from layers of image having to property noticing. Perspectives of Science and Education, 70(4), 382–395. https://doi.org/10.32744/pse.2024.4.24 DOI: https://doi.org/10.32744/pse.2024.4.24

Gokalp, N. D., & Bulut, S. (2018). A new form of understanding maps: Multiple representations with Pirie and Kieren model of understanding. International Journal of Innovation in Science and Mathematics Education, 26(6), 1–21. https://doi.org/https://openjournals.library.sydney.edu.au/index.php/CAL/article/view/12454

Grecu, V. (2023). Investigating Critical Thinking Among Engineering Students in Romania. Acta Universitatis Cibiniensis Technical Series, 75(1), 21–29. https://doi.org/10.2478/aucts-2023-0003 DOI: https://doi.org/10.2478/aucts-2023-0003

Gulkilik, H., Packenham, P. S. M., & Ugurlu, H. H. (2020). Characterizing the Growth of One Student’s Mathematical Understandingin a Multi-Representational Learning Environment. Journal of Mathematical Behavior, 58, 1–17. https://doi.org/10.1016/j.jmathb.2020.100756 DOI: https://doi.org/10.1016/j.jmathb.2020.100756

Hähkiöniemi, M., Francisco, J., Lehtinen, A., Nieminen, P., & Pehkonen, S. (2022). The interplay between the guidance from the digital learning environment and the teacher in supporting folding back. Educational Studies in Mathematics, 112(3), 461–479. https://doi.org/10.1007/s10649-022-10193-x DOI: https://doi.org/10.1007/s10649-022-10193-x

Larsson, K. (2017). Understanding and Teaching Critical Thinking: A New Approach. International Journal of Educational Research, 84, 32–42. DOI: https://doi.org/10.1016/j.ijer.2017.05.004

Lewis, A., & Smith, D. (1993). Defining Higher Order Thinking. Theory into Practice, 32(3), 131–137. https://doi.org/10.1080/00405849309543588 DOI: https://doi.org/10.1080/00405849309543588

Martin, L. C., & Towers, J. (2015). Growing Mathematical Understanding through Collective Image Making, Collective Image Having, and Collective Property Noticing. Educ Stud Math, 88, 3–18. https://doi.org/10.1007/s10649-014-9552-4 DOI: https://doi.org/10.1007/s10649-014-9552-4

Martin, L. C., & Towers, J. (2009). Improvisational Coactions and the Growth of Collective Mathematical Understanding. Research in Mathematics Education, 11(1), 1–19. https://doi.org/10.1080/14794800902732191 DOI: https://doi.org/10.1080/14794800902732191

Martin, L., & Towers, J. (2016). Folding back and growing mathematical understanding: a longitudinal study of learning. International Journal for Lesson and Learning Studies, 5(4), 281–294. https://doi.org/10.1108/IJLLS-04-2016-0010 DOI: https://doi.org/10.1108/IJLLS-04-2016-0010

Miterianifa, Ashadi, Saputro, S., & Suciati. (2021). Higher Order Thinking Skills in the 21st Century: Critical Thinking. https://doi.org/10.4108/eai.30-11-2020.2303766 DOI: https://doi.org/10.4108/eai.30-11-2020.2303766

Nari, N. (2023). Analisis Beban Kognitif Intrinsik Siswa pada Kemampuan Pemecahan Masalah Matematis. Jurnal Lemma, 10(1). https://doi.org/10.22202/jl.2023.v10i1.6869 DOI: https://doi.org/10.22202/jl.2023.v10i1.6869

Nurzannah, N., Muliana, M., Herizal, H., Fajriana, F., & Mursalin, M. (2021). The Effect of REACT Strategy Assisted by GeoGebra Software on Students’ Mathematical Representation Ability. Malikussaleh Journal of Mathematics Learning, 4(2), 90. https://doi.org/10.29103/mjml.v4i2.5709 DOI: https://doi.org/10.29103/mjml.v4i2.5709

Patmaniar, A., S.M., & Sulaiman, R. (2021). Students’ Growing Understanding in Solving Mathematics Problems based on Gender: Elaborating Folding Back. Journal on Mathematics Education, 12(3), 507–530. https://doi.org/10.22342/jme.12.3.14267.507-530 DOI: https://doi.org/10.22342/jme.12.3.14267.507-530

Pirie, S., & Martin, L. (2000). The Role of Collecting in the Growth of Mathematical Understanding. Mathematics Educational Research Journal, 12(2), 127–146. DOI: https://doi.org/10.1007/BF03217080

Rahmadiani, R., Alfisyahra, A., Lefrida, R., & Pathuddin, P. (2024). Concept Understanding Students on the Two-Variables Linear Equation System Material in Terms of Mathematics Ability. Prisma Sains, 12(1), 160. https://doi.org/10.33394/j-ps.v12i1.10532 DOI: https://doi.org/10.33394/j-ps.v12i1.10532

Rusadi, D., Pesik, A., & Monoarfa, J. (2022). Penerapan Pendekatan Matematika Realistik Indonesia dengan Model Kooperatif Tipe STAD pada Materi SPLDV. Pustaka Jurnal Bahasa Dan Pendidikan, 3(1), 80–89. https://doi.org/10.56910/pustaka.v3i1.293 DOI: https://doi.org/10.56910/pustaka.v3i1.293

Sengul, S., & Yıldız, S. (2016). An Examination of the Domain of Multivariable Functions Using the Pirie-Kieren Model. Universal Journal of Educational Research, 4(7), 1533–1544. https://doi.org/10.13189/ujer.2016.040706 DOI: https://doi.org/10.13189/ujer.2016.040706

Setiyani, S., Hapsari, T., Ferdianto, F., Sagita, L., & Irawanti, A. (2021). Pengembangan Media Interaktif Berbantuan Prezi terhadap Kemampuan Pemahaman Matematis Topik Sistem Persamaan Linier Dua Variabel. Jurnal Ilmiah Soulmath, 9(1), 11–24. https://doi.org/10.25139/smj.v9i1.3325 DOI: https://doi.org/10.25139/smj.v9i1.3325

Somasundram, P., Akmar, S., & Leong, K. (2019). Pattern Generalisation by Year Five Pupils. International Electronic Journal of Mathematics Education, 14(2). https://doi.org/10.29333/iejme/5719 DOI: https://doi.org/10.29333/iejme/5719

Talenti, G. (2011). Thoughts on the Busemann Equation. Milan Journal of Mathematics, 79(1), 145–180. https://doi.org/10.1007/s00032-011-0153-8 DOI: https://doi.org/10.1007/s00032-011-0153-8

Tani, K., Runtu, P., & Sumarauw, S. (2024). Pengaruh Model Team Assisted Individualization terhadap Hasil Belajar Siswa pada Materi Sistem Persamaan Linear Dua Variabel. Jurnal Riset Dan Inovasi Pembelajaran, 4(2), 726–739. https://doi.org/10.51574/jrip.v4i2.1455 DOI: https://doi.org/10.51574/jrip.v4i2.1455

Tanujaya, B., Prahmana, R., & Mumu, J. (2020). Mathematics Students’ HOTS Assessment. Aksioma Jurnal Program Studi Pendidikan Matematika, 9(4), 865. https://doi.org/10.24127/ajpm.v9i4.3107 DOI: https://doi.org/10.24127/ajpm.v9i4.3107

Thomas, A., & Thorne, G. (2009). How to Increase Higher Order Thinking. Center for Development and Learning.

Widyastuti, W., Juandi, D., & Hasanah, A. (2023). Proses Folding Back Siswa dengan Resiliensi Matematis Sangat Tinggi pada Masalah Open-ended. Jumlahku Jurnal Matematika Ilmiah, 9(1), 62–73. https://doi.org/10.33222/jumlahku.v9i1.2644 DOI: https://doi.org/10.33222/jumlahku.v9i1.2644

Yee, M. H., Lai, C. S., Tee, T. K., & Mohamad, M. M. (2016). The Role of Higher Order Thinking Skills in Green Skill Development. EDP Sciences, 70(5001), 1–5. https://doi.org/10.1051/matecconf/20 DOI: https://doi.org/10.1051/matecconf/20167005001

Zawawi, I., Huda, S., & Afriani, I. (2023). Analysis of Students’ Mathematical Understanding Using the Pirie-Kieren Lens. Jurnal Pendidikan MIPA, 24(2), 442–452. https://doi.org/10.23960/jpmipa/v23i2.pp442-452 DOI: https://doi.org/10.23960/jpmipa/v23i2.pp442-452

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04/19/2026

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Exploring the Growth of a Junior High School Student’s Mathematical Understanding and Higher-Order Thinking. (2026). Riemann: Research of Mathematics and Mathematics Education, 8(1), 172-192. https://doi.org/10.38114/riemann.v8i1.164

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