Polyhedron International Journal in Mathematics Education
Vol. 4 No. 2 (2026): pijme

Mathematical critical thinking with GeoGebra-assisted CORE learning: Does students’ self-confidence matter?

Rabiatul Adawiyah (Universitas Terbuka)
Sudirman Sudirman (Universitas Terbuka)
Idah Noviyanti (Universitas Terbuka)
Javier García-García (Universidad Autónoma de Guerrero)



Article Info

Publish Date
07 Oct 2026

Abstract

Mathematical critical thinking is a central twenty-first-century competency, yet it remains underdeveloped in many mathematics classrooms, particularly in visually demanding topics such as geometric transformations. This study examined differences in students’ mathematical critical-thinking scores by instructional model and self-confidence level. A quasi-experimental, nonequivalent posttest-only design was used with 72 Grade 11 students (36 experimental and 36 control) at a public senior secondary school in Riau, Indonesia. The experimental group received four sessions using the Connecting, Organizing, Reflecting, and Extending (CORE) model integrated with GeoGebra, whereas the control group received expository instruction. Data were collected using a six-item essay test and an 18-item self-confidence questionnaire and analyzed using a two-way analysis of variance. Posttest scores differed significantly by instructional model, F(1, 66) = 68.25, p < .001, ηp² = .51, and self-confidence level, F(2, 66) = 26.94, p < .001, ηp² = .45. The interaction was not statistically significant, F(2, 66) = 0.94, p = .394, ηp² = .03. Within the limits of a short, single-school, posttest-only study, the findings indicate that the GeoGebra-assisted CORE model was associated with higher mathematical critical-thinking scores across the observed self-confidence levels.

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Journal Info

Abbrev

pijme

Publisher

Subject

Education Mathematics

Description

Polyhedron International Journal in Mathematics Education (PIJME) journal aims to stimulate discussions at all levels of mathematics education through disseminating significant and innovative scholarly studies that are of value to the international research communities. The journal welcomes articles ...