Students’ Proportional Reasoning in Solving Geometry Problems: A Qualitative Analysis Based on Van Hiele Levels
Main Article Content
Abstract
Purpose - Proportional reasoning is a fundamental component of mathematical thinking and plays an important role in students’ understanding of geometry. However, empirical evidence remains limited on how students’ proportional reasoning develops qualitatively across different levels of geometric thinking. This study aims to explore students’ proportional reasoning in solving geometry problems through the lens of Van Hiele’s theory.
Methodology - This study employed a qualitative descriptive design with undergraduate students. Data were collected from written responses to geometry tasks involving proportional relationships. The analysis used an integrated framework combining Van Hiele levels of geometric thinking and indicators of proportional reasoning, including multiplicative relationships, coordination of quantities, ratios, and logical justification.
Findings - The findings show a progressive development of proportional reasoning across Van Hiele levels, from perceptual and additive reasoning to coordinated multiplicative reasoning and formal proportional justification. However, persistent difficulties, such as additive bias and fixed-number reasoning, were observed across levels, indicating ongoing challenges in developing consistent proportional reasoning.
Novelty - This study conceptualises proportional reasoning as a developmental cognitive process shaped by levels of geometric thinking through an integrated analytical framework.
Significance - The findings are useful for educators, curriculum developers, and researchers in designing instruction that supports students’ proportional reasoning through level-appropriate, justification-focused activities.
Article Details
References
Abdullah, A. H., & Zakaria, E. (2013). Enhancing students’ level of geometric thinking through Van Hiele’s phase-based learning. Indian Journal of Science and Technology, 6(5), 1–15. https://doi.org/10.17485/ijst/2013/v6i5.13
Alex, J. K., & Mammen, J. K. (2016). Geometrical sense making: Findings of analysis based on the characteristics of the van Hiele theory among a sample of South African Grade 10 learners. Eurasia Journal of Mathematics, Science and Technology Education, 12(2), 173–188. https://doi.org/10.12973/eurasia.2016.1211a
Amador, J., Glassmeyer, D., & Brakoniecki, A. (2025). Teachers’ noticing of proportional reasoning. Journal of Mathematics Teacher Education, 28, 879–907. https://doi.org/10.1007/s10857-024-09625-7
Arslan, S., & Gursoy, K. (2023). An analysis of students’ reasoning processes in solving geometry problems involving proportional relationships. An analysis of students’ reasoning processes in solving geometry problems involving proportional relationships, 19(3).
Baxter, J. A., & Junker, B. W. (2021). Developing proportional reasoning through multiplicative structures. Journal for Research in Mathematics Education, 52(3), 250–286. https://doi.org/https://doi.org/10.5951/jresematheduc-2020-0173
Ben-Chaim, D., Fey, J. T., Fitzgerald, W. M., Benedetto, C., & Miller, J. (1998). Proportional reasoning among 7th grade students with different curricular experiences. Educational Studies in Mathematics, 36(3), 247–273. https://doi.org/10.1023/A:1003235712092
Bieda, K. N. (2010). Enacting proof-related tasks in middle school mathematics: Challenges and opportunities. Journal for Research in Mathematics Education, 41(4), 351–382.
Burger, W. F., & Shaughnessy, J. M. (1986). Characterizing the van Hiele levels of development in geometry. Journal for Research in Mathematics Education, 17(1), 31–48. https://doi.org/10.5951/jresematheduc.17.1.0031
Callingham, R., & Siemon, D. (2021). Connecting multiplicative thinking and mathematical reasoning in the middle years. The Journal of Mathematical Behavior, 61, 100837. https://doi.org/10.1016/j.jmathb.2020.100837
Clements, D. H., Lizcano, R., & Sarama, J. (2023). education sciences Research and Pedagogies for Early Math.
Copur-Gencturk, Y. (2025). Middle school mathematics teachers’ proportional reasoning and its relation to their content and pedagogical content knowledge. International Journal of Mathematical Education in Science and Technology. https://doi.org/10.1080/14794802.2025.2462930
Darmayanti, S., Shanty, Y. L., & Angraini, L. M. (2024). Analysis of high school students’ errors in solving story problems on systems of linear equations with three variables. International Journal of Mathematics and Mathematics Education, 2(2), 128–138. https://doi.org/10.56855/ijmme.v2i2.1023
De Bock, D., Van Dooren, W., Janssens, D., & Verschaffel, L. (2004). Students’ illusion of linearity: A teaching experiment aiming at conceptual change. Learning and Instruction, 14(5).
Fujita, T., & Jones, K. (2020). Reasoning-and-proving in geometry: A perspective from cognitive development. Educational Studies in Mathematics, 103(1), 1–21. https://doi.org/https://doi.org/10.1007/s10649-019-09919-4
Hamidah, I., Susilawati, S., Rahmasari, S. M., & Khalim, A. (2024). Design of mathematical proof-based logarithm teaching materials. International Journal of Mathematics and Mathematics Education, 2(1), 15–30. https://doi.org/10.56855/ijmme.v2i1.933
Im, S., & Jitendra, A. K. (2020). A synthesis of research on proportional reasoning and instruction. Educational Psychology Review, 32(2), 571–606.
Irpan, S. (2026). Process of proportional reasoning students’ errors in solving mathematical problems. JTAM (Jurnal Teori dan Aplikasi Matematika), 10(1). https://doi.org/10.31764/jtam.v10i1.33355
Knuth, E. J. (2002). Teachers’ conceptions of proof in the context of secondary school mathematics. Journal of Mathematics Teacher Education, 5, 61–88.
Lamon, S. J. (2020). Teaching fractions and ratios for understanding (3rd ed.) (3rd ed.). Routledge.
Lobato, J., Ellis, A. B., & Zbiek, R. M. (2021). Developing essential understanding of ratios, proportions, and proportional reasoning. Journal of Mathematical Behavior, 61, 100836, 61. https://doi.org/https://doi.org/10.1016/j.jmathb.2020.100836
Miles, M. B., Huberman, A. M., & Saldaña, J. (2020). Qualitative data analysis: A methods sourcebook (4 ed.). SAGE Publications.
Moore, R. C. (1994). Making the transition to formal proof. Educational Studies in Mathematics, 27(3), 249–266. https://doi.org/10.1007/BF01273731
Murazanty, T. A., Nofriani, R., Fitri, R., Angraini, L. M., & Kyaruzi, F. (2024). Analysis of high school students’ difficulties in solving mathematics story problems on opportunity material. International Journal of Mathematics and Mathematics Education, 2(2), 100–105. https://doi.org/10.56855/ijmme.v2i2.1016
Nopriana, T., Herman, T., & Martadiputra, B. A. P. (2023). Prospective mathematics teachers’ Van Hiele’s geometry thinking and habits of mind: A description of hard skill and soft skill by gender. International Journal of Mathematics and Mathematics Education, 1(1), 51–60. https://doi.org/10.56855/ijmme.v1i1.231
OECD. (2022). PISA 2022 results (Volume I): The state of learning and equity in education.
Restrepo-Ochoa, J. F., Gualdron-Pinto, E., & Avila-Ascanio, L. F. (2023). Improving the learning of geometric proportionality using van Hiele’s model, mathematical visualization, and GeoGebra. Eurasia Journal of Mathematics, Science and Technology Education, 19(9).
Santana-Ramírez, H. F., Salgado-Beltrán, G., García-García, J., & López-González, A. (2025). Alternative conceptions about proportional reasoning in high school students. Infinity Journal, 14(3), 781–796. https://doi.org/10.22460/infinity.v14i3.p781-796
Sari, R. N., Rosjanuardi, R., Isharyadi, R., & Nurhayati, A. (2024). Level of students’ proportional reasoning in solving mathematical problems. Journal on Mathematics Education, 15(4), 1095–1114. https://doi.org/10.22342/jme.v15i4.pp1095-1114
Schoenfeld, A. H. (2021). Learning to think mathematically: Problem solving, metacognition, and sense making in mathematics. Journal of Education, 201(2), 89–102. https://doi.org/https://doi.org/10.1177/00220574211000328
Selden, A., McKee, K., & Selden, J. (2010). Affect, behavioural schemas and the proving process. International Journal of Mathematical Education in Science and Technology, 41(2), 199–215.
Siegler, R. S., Thompson, C. A., & Schneider, M. (2022). An integrated theory of whole number and fraction development. Cognitive Psychology, 133. https://doi.org/https://doi.org/10.1016/j.cogpsych.2021.101463
Stylianides, G. J., & Stylianides, A. J. (2021). An integrated theory of whole number and fraction development. Educational Studies in Mathematics, 108(1), 1–18. https://doi.org/https://doi.org/10.1007/s10649-021-10028-9
Stylianides, G. J., Stylianides, A. J., & Moutsios-Rentzos, A. (2024). Proof and proving in school and university mathematics education research: A systematic review. ZDM Mathematics Education, 16(1), 47–59. https://doi.org/10.1007/s11858-023-01518-y
Tjoe, H., & de la Torre, J. (2014). On recognizing proportionality: Does the ability to solve missing value proportional problems presuppose the conception of proportional reasoning? Journal of Mathematical Behavior, 33(1), 1–7. https://doi.org/10.1016/j.jmathb.2013.09.002
Tourniaire, F., & Pulos, S. (1985). Proportional reasoning: A review of the literature. Educational Studies in Mathematics, 16(2), 181–204. https://doi.org/10.1007/BF02400937
Usiskin, Z., Griffin, J., Witonsky, D., & Willmore, E. (2021). The Van Hiele theory and its application in geometry education today. Mathematics Teacher Educator, 9(2), 123–145. https://doi.org/https://doi.org/10.5951/MTE.2020.0021
Van Dooren, W., De Bock, D., Depaepe, F., Janssens, D., & Verschaffel, L. (2003). The illusion of linearity: Expanding the evidence towards probabilistic reasoning. Educational Studies in Mathematics, 53(2), 113–138. https://doi.org/10.1023/A:1025516816886
Van Dooren, W., De Bock, D., Hessels, A., Janssens, D., & Verschaffel, L. (2008). The linear imperative: An inventory and conceptual analysis of students’ overuse of linearity. Journal for Research in Mathematics Education, 39(3), 311–342.
Weigand, H.-G., Hollebrands, K., & Maschietto, M. (2025). Geometry education at secondary level – a systematic literature review. ZDM – Mathematics Education, 57, 829–843. https://doi.org/10.1007/s11858-025-01703-1
Wibawa, F. S., & Kania, N. (2025). The Role of Ethnomathematical Context in Geometric Reasoning: A Van Hiele-Based Analysis of Indonesian Eighth-Graders. Jurnal Pendidikan Progresif, 15(4), 2400–2422. https://doi.org/10.23960/jpp.v15i4.pp2400-2422
Yilmaz, S., & Argun, Z. (2022). Investigation of students’ proportional reasoning skills in geometric contexts. International Journal of Mathematical Education in Science and Technology, 53(6), 1504–1520. https://doi.org/10.1080/0020739X.2020.1854175