International Journal of Mathematics and Mathematics Education (IJMME)
Vol. 4 No. 3 (2026)

Critical thinking bottleneck in controversial geometry: A study of National Science Olympiad students

Shafira Meiria Rahmasari (Universitas Negeri Semarang)
Zaenuri Zaenuri (Universitas Negeri Semarang)
Iwan Junaedi (Universitas Negeri Semarang)
Adi Nur Cahyano (Universitas Negeri Semarang)



Article Info

Publish Date
23 Oct 2026

Abstract

Purpose - This study examined whether inference constitutes a critical-thinking performance bottleneck when National Science Olympiad (OSN) students solve controversial geometry problems requiring them to adjudicate between competing mathematical claims. Methods - A sequential explanatory mixed-methods design was used with 25 OSN students from a senior high school in Cirebon, Indonesia. Students solved three controversial geometry problems and were assessed on five indicators: interpretation, analysis, synthesis, evaluation, and inference, using an analytic 0–4 rubric. Written-response data were analysed descriptively across the three problems and across high-, moderate-, and low-performance groups. Nine students were purposively interviewed to explain the quantitative performance pattern, and quantitative and qualitative evidence were integrated at the interpretation stage. Findings - Interpretation had the highest achievement (84.00%), whereas inference had the lowest (50.00%). Inference remained the lowest-performing indicator across all three problems and across the high (71.67%), moderate (47.55%), and low (27.78%) performance groups. At the individual level, inference was the sole lowest-scoring indicator for 17 of 25 students (68%). Interview and written-response evidence showed that some students could identify, compare, and verify mathematical information but did not consistently convert that evidence into an explicitly warranted conclusion.  Novelty - The converging evidence supports interpreting inference as a critical-thinking performance bottleneck within this assessment context rather than as evidence of a general cognitive bottleneck. Significance - The findings provide implications for mathematics teachers and curriculum developers to integrate controversial mathematical problems into learning, assessment and explicitly strengthen students’ capacity to construct evidence-based and mathematically justified conclusions.

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Journal Info

Abbrev

IJMME

Publisher

Subject

Mathematics

Description

International Journal of Mathematics and Mathematics Education (IJMME) invites academics and researchers who do original research in the fields of Mathematics and Mathematics Education including but not limited to: Mathematics other relevant fields will also be considered: Pure Mathematics: Algebra, ...