Jounal of Education and Teaching (JET)
Vol 7 No 2 (2026): Mei 2026

Which Habits of Mind Dimensions Uniquely Predict Mathematical Creative Thinking? A Hierarchical Regression Study of Integral Calculus Students

Hesty Marwani Siregar (Mathematics Education, Universitas Riau, Indonesia)
Rini Dian Anggraini (Mathematics Education, Universitas Riau, Indonesia)



Article Info

Publish Date
25 Jul 2026

Abstract

The ability for mathematical creative thinking is crucial to meet the demands of integral calculus learning, which emphasizes conceptual understanding and strategic flexibility. This study analyzed the relationship between Habits of Mind (HoM) and students' Mathematical Creative Thinking (MCT) and identified which HoM dimensions uniquely predict MCT. A correlational–predictive design involved 60 Mathematics Education students in an Integral Calculus course. Data were collected through an eight-dimensional HoM questionnaire and a three-indicator MCT test, analyzed using Spearman's rho, multiple linear regression, and hierarchical regression. Total HoM and MCT scores showed a strong positive relationship (rₛ = 0.775; p < 0.001). The eight-dimension regression model was significant, R² = 0.765, F(8, 51) = 20.75, p < 0.001. Because several HoM dimensions were highly intercorrelated (VIF up to 11.36), only applying past knowledge to new situations emerged as a significant unique predictor (B = 1.412, β = 0.324, p = 0.019), confirmed by hierarchical regression (ΔR² = 0.027, p = 0.019). Theoretically, the findings distinguish collective HoM effects from the unique contribution of knowledge transfer. Practically, calculus instruction should emphasize applying prior concepts to unfamiliar problems.

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Journal Info

Abbrev

jet

Publisher

Subject

Education

Description

Journal of Eduction and Teaching (JET) merupakan jurnal ilmiah Fakultas Keguruan dan Ilmu Pendidikan UM Kendari yang menitik-beratkan pada publikasi hasil penelitian ilmiah yang dilakukan oleh para civitas akademika, baik internal dan eksternal UM Kendari, khususnya dalam bidang pendidikan dan ...