Mapping the sources of mathematical controversy

A source-based typology of pre-service teachers’ reasoning on misleading media, procedures, and operations

Authors

  • Erry Hidayanto Universitas Negeri Malang
  • Subanji Universitas Negeri Malang
  • Rivan Gestiardi Universitas Negeri Malang

DOI:

https://doi.org/10.32674/ed2yma36

Keywords:

cognitive conflict, diagnostic framework, mathematical reasoning, pre-service mathematics teachers, qualitative content analysis, student errors, teacher education

Abstract

Research on counterintuitive mathematics tasks describes levels of resolution but rarely distinguishes where a contradiction originates. This qualitative study examines a provisional typology of misleading media, procedures, and operations. Fifty Indonesian pre-service mathematics teachers in a university teacher education programme completed four tasks on percentage growth, fraction representation, algebraic cancellation, and root–exponent rules; 16 joined follow-up interviews. Responses were coded through three cycles. Participants showed different item-level patterns, and combining source and level produced a two-axis diagnostic matrix. Because media and operation were each represented by one task, source cannot be separated from item content or difficulty. The matrix is therefore a heuristic for further validation, not a tested intervention. It may help teacher educators organise analysis of student reasoning.

Author Biographies

  • Erry Hidayanto, Universitas Negeri Malang

    ERRY HIDAYANTO is a faculty member of the Department of Mathematics, Faculty of Mathematics and Natural Sciences (FMIPA), Universitas Negeri Malang, Indonesia. His research interests include mathematical thinking and reasoning, mathematics teacher education, and the design of cognitively challenging tasks for pre-service mathematics teachers. He has long-standing experience teaching the Mathematical Thinking and Reasoning course (Berpikir dan Bernalar Matematis) and supervises undergraduate and graduate research in mathematics education. Email: erry.hidayanto.fmipa@um.ac.id

  • Subanji, Universitas Negeri Malang

    SUBANJI is a senior faculty member of the Department of Mathematics, Faculty of Mathematics and Natural Sciences (FMIPA), Universitas Negeri Malang, Indonesia. His research focuses on mathematical reasoning, problem-solving processes, covariational reasoning, controversial reasoning of pre-service mathematics teachers, and the development of mathematics teacher education in Indonesia. He has authored numerous publications in national and international journals on mathematics learning processes and serves as a doctoral supervisor in the Postgraduate Program of Universitas Negeri Malang. Email: subanji.fmipa@um.ac.id

  • Rivan Gestiardi, Universitas Negeri Malang

    RIVAN GESTIARDI is an independent researcher based in Wagir, Malang, Indonesia. He holds a doctoral degree from the Postgraduate Program of Universitas Negeri Malang and has published peer-reviewed articles on character education, technology readiness in learning, and quality management in elementary schools. His current research concerns pre-service teachers’ mathematical and pedagogical reasoning. Email: gestiardirr@gmail.com

References

Akkus, R., Yılmaz-Akkurt, Y., & Yüksel, M. E. (2026). Exploring self-reported experiences of pre-service mathematics teachers within a problem-to-prove task through a cognitive-affective lens. International Journal of Science and Mathematics Education, 24(5), Article 52. https://doi.org/10.1007/s10763-026-10678-8 DOI: https://doi.org/10.1007/s10763-026-10678-8

An, T., Clark, D., & Zimerle, I. (2026). Analyzing errors in preservice middle-grade mathematics teachers’ proof writing. School Science and Mathematics. Advance online publication. https://doi.org/10.1111/ssm.70017 DOI: https://doi.org/10.1111/ssm.70017

Ball, D. L., Thames, M. H., & Phelps, G. (2008). Content knowledge for teaching: What makes it special? Journal of Teacher Education, 59(5), 389–407. https://doi.org/10.1177/0022487108324554 DOI: https://doi.org/10.1177/0022487108324554

Barron, L. (2015). Preparing pre-service teachers for performance assessments. Journal of Interdisciplinary Studies in Education, 3(2), 68–75. https://ojed.org/jise/article/view/1475

Duval, R. (2017). Understanding the mathematical way of thinking — The registers of semiotic representations. Springer. https://doi.org/10.1007/978-3-319-56910-9 DOI: https://doi.org/10.1007/978-3-319-56910-9

Fischbein, E. (1987). Intuition in science and mathematics: An educational approach. D. Reidel.

Goldin, G. A. (2020). Mathematical representations. In S. Lerman (Ed.), Encyclopedia of mathematics education (2nd ed., pp. 566–572). Springer. https://doi.org/10.1007/978-3-030-15789-0_103 DOI: https://doi.org/10.1007/978-3-030-15789-0_103

Hidayah, I. N., Sa’dijah, C., Subanji, & Sudirman. (2020). Characteristics of students’ abductive reasoning in solving algebra problems. Journal on Mathematics Education, 11(3), 347–362. https://doi.org/10.22342/jme.11.3.11869.347-362 DOI: https://doi.org/10.22342/jme.11.3.11869.347-362

Hsieh, H.-F., & Shannon, S. E. (2005). Three approaches to qualitative content analysis. Qualitative Health Research, 15(9), 1277–1288. https://doi.org/10.1177/1049732305276687 DOI: https://doi.org/10.1177/1049732305276687

Jeannotte, D., & Kieran, C. (2017). A conceptual model of mathematical reasoning for school mathematics. Educational Studies in Mathematics, 96(1), 1–16. https://doi.org/10.1007/s10649-017-9761-8 DOI: https://doi.org/10.1007/s10649-017-9761-8

Koç, Y., & Bingölbali, E. (2026). Exploring pre-service teachers’ handling of student errors in fractions: A case-based study. Croatian Journal of Education, 28(3), 937–963. https://doi.org/10.15516/cje.v28i3.41363 DOI: https://doi.org/10.15516/cje.v28i3.41363

Lee, G. C.-Y. (2026). Conditions for change in pre-service teachers’ beliefs about proof and proof teaching. Mathematics Education Research Journal, 38(1), 187–218. https://doi.org/10.1007/s13394-025-00525-4 DOI: https://doi.org/10.1007/s13394-025-00525-4

Limón, M. (2001). On the cognitive conflict as an instructional strategy for conceptual change: A critical appraisal. Learning and Instruction, 11(4–5), 357–380. https://doi.org/10.1016/S0959-4752(00)00037-2 DOI: https://doi.org/10.1016/S0959-4752(00)00037-2

Lincoln, Y. S., & Guba, E. G. (1985). Naturalistic inquiry. Sage. DOI: https://doi.org/10.1016/0147-1767(85)90062-8

Movshovitz-Hadar, N., & Hadass, R. (1990). Preservice education of math teachers using paradoxes. Educational Studies in Mathematics, 21(3), 265–287. https://doi.org/10.1007/BF00305093 DOI: https://doi.org/10.1007/BF00305093

Movshovitz-Hadar, N., & Hadass, R. (1991). More about mathematical paradoxes in preservice teacher education. Teaching and Teacher Education, 7(1), 79–92. https://doi.org/10.1016/0742-051X(91)90059-X DOI: https://doi.org/10.1016/0742-051X(91)90059-X

Mueller, M., & Yankelewitz, D. (2014). Fallacious argumentation in student reasoning: Are there benefits? European Journal of Science and Mathematics Education, 2(1), 27–38. https://doi.org/10.30935/scimath/9398 DOI: https://doi.org/10.30935/scimath/9398

Mueller, M. F., Yankelewitz, D., & Maher, C. (2010). Promoting student reasoning through careful task design: A comparison of three studies. International Journal for Studies in Mathematics Education, 3(1), 87–107.

National Council of Teachers of Mathematics. (2000). Principles and standards for school mathematics. NCTM.

Rittle-Johnson, B. (2017). Developing mathematics knowledge. Child Development Perspectives, 11(3), 184–190. https://doi.org/10.1111/cdep.12229 DOI: https://doi.org/10.1111/cdep.12229

Rittle-Johnson, B., & Schneider, M. (2015). Developing conceptual and procedural knowledge of mathematics. In R. Cohen Kadosh & A. Dowker (Eds.), The Oxford handbook of numerical cognition (pp. 1118–1134). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199642342.013.014 DOI: https://doi.org/10.1093/oxfordhb/9780199642342.013.014

Rittle-Johnson, B., Schneider, M., & Star, J. R. (2015). Not a one-way street: Bidirectional relations between procedural and conceptual knowledge of mathematics. Educational Psychology Review, 27(4), 587–597. https://doi.org/10.1007/s10648-015-9302-x DOI: https://doi.org/10.1007/s10648-015-9302-x

Rodil, M. S. (2024). Gearing towards efficient problem solving: Exploring the determinants that influence success. Journal of Interdisciplinary Studies in Education, 13(2), 120–151. https://doi.org/10.32674/thv32d10 DOI: https://doi.org/10.32674/thv32d10

Schoenfeld, A. H. (2014). What makes for powerful classrooms, and how can we support teachers in creating them? A story of research and practice, productively intertwined. Educational Researcher, 43(8), 404–412. https://doi.org/10.3102/0013189X14554450 DOI: https://doi.org/10.3102/0013189X14554450

Schoenfeld, A. H. (2020). Mathematical practices, in theory and practice. ZDM Mathematics Education, 52(6), 1163–1175. https://doi.org/10.1007/s11858-020-01162-w DOI: https://doi.org/10.1007/s11858-020-01162-w

Segura, C., Ferrando, I., Gallart, C., & Barquero, B. (2026). Pre-service teachers posing modelling problems: Analysis of strategies and errors. Canadian Journal of Science, Mathematics and Technology Education, 26(3), Article 57. https://doi.org/10.1007/s42330-026-00487-0 DOI: https://doi.org/10.1007/s42330-026-00487-0

Stein, M. K., Engle, R. A., Smith, M. S., & Hughes, E. K. (2008). Orchestrating productive mathematical discussions: Five practices for helping teachers move beyond show and tell. Mathematical Thinking and Learning, 10(4), 313–340. https://doi.org/10.1080/10986060802229675 DOI: https://doi.org/10.1080/10986060802229675

Subanji, Rosyadi, A. A. P., & Emanuel, E. P. L. (2021). Levels of controversial reasoning of the pre-service teachers to solve mathematical problems. Journal of Southwest Jiaotong University, 56(4), 645–658. https://doi.org/10.35741/issn.0258-2724.56.4.55 DOI: https://doi.org/10.35741/issn.0258-2724.56.4.55

Tall, D., & Vinner, S. (1981). Concept image and concept definition in mathematics with particular reference to limits and continuity. Educational Studies in Mathematics, 12(2), 151–169. https://doi.org/10.1007/BF00305619 DOI: https://doi.org/10.1007/BF00305619

Zaslavsky, O. (2005). Seizing the opportunity to create uncertainty in learning mathematics. Educational Studies in Mathematics, 60(3), 297–321. https://doi.org/10.1007/s10649-005-0606-5 DOI: https://doi.org/10.1007/s10649-005-0606-5

Additional Files

Published

2026-10-30

Issue

Section

Education, Technology, and Scientific Innovation

How to Cite

Hidayanto, E., Subanji, & Gestiardi, R. (2026). Mapping the sources of mathematical controversy: A source-based typology of pre-service teachers’ reasoning on misleading media, procedures, and operations. Journal of Interdisciplinary Studies in Education, 15(8). https://doi.org/10.32674/ed2yma36