Journal of Mathematics Instruction, Social Research and Opinion
Vol. 5 No. 3 (2026): September

Spatial-Algebraic Cognitive Barriers in Solving Ellipse and Hyperbola Problems: An Analysis Using Polya’s Heuristics and Cognitive Load Theory

David Pratama (Universitas Singaperbangsa Karawang)
Aditya Prihandhika (Universitas Singaperbangsa Karawang)
Rafiq Zulkarnaen (Universitas Singaperbangsa Karawang)
Novia Nurlatifah (Universitas Singaperbangsa Karawang)
Putri Hoeriyah (Universitas Singaperbangsa Karawang)
Seli Mauludani (Universitas Singaperbangsa Karawang)



Article Info

Publish Date
30 Sep 2026

Abstract

Ellipse and hyperbola problems require students to coordinate geometric, spatial, and algebraic representations, which may generate cognitive barriers. This qualitative preliminary study aims to characterise students’ cognitive barriers when solving conic section tasks by integrating Polya’s heuristics with Cognitive Load Theory (CLT) as an analytical lens, without directly measuring empirical cognitive load states. Participants included 25 undergraduate students across two groups (4A and 4B). Data were collected from students’ written metacognitive reflections following a final examination alongside their problem-solving artefacts. Data were analysed using integrative coding across Polya’s four stages and qualitatively interpreted through intrinsic, extraneous, and germane cognitive load dimensions. Among the recurring patterns identified in hyperbola tasks, students frequently struggled to coordinate the centre, vertex, and focus to determine curve orientation and key parameters  and . In ellipse tasks, barriers were commonly observed during general-to-standard equation transformations, specifically in grouping terms and completing the square. Procedural complexity, time constraints, and schema retrieval difficulties further interrupted problem-solving trajectories. These findings suggest that conic-section problem-solving difficulties reflect complex interactions between spatial-algebraic coordination and cognitive demands. Consequently, this study conceptualises the spatial-algebraic cognitive barrier as a preliminary analytical concept rather than an established psychological construct, offering pedagogical insights for analytic geometry instruction.

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Journal Info

Abbrev

misro

Publisher

Subject

Humanities Education Languange, Linguistic, Communication & Media Mathematics Social Sciences

Description

The Journal of Mathematics Instruction, Social Research and Opinion (MISRO) is a peer-reviewed scholarly online journal. The MISRO is published in March, July, and November three times a year. The MISRO is a non-profit journal whose publication is free of charge. The articles should be original, ...