Effect of Graphica3d on students’ visualization and sketching of 3D graphs in multivariable calculus

Developing skills in visualizing, interpreting, and sketching three-dimensional (3D) graphs is essential for learning multiple integrals, a key topic in multivariable calculus. However, many students struggle with these skills, creating barriers to understanding and solving related problems. While dynamic mathematics software like GeoGebra can support visualization, existing teaching materials often lack structured integration of technology to strengthen 3D graph learning. To address this gap, an interactive module, Graphica3D, was developed. The module combines explanatory notes on 3D graphs with embedded GeoGebra applets that enable interactive visualization. This study evaluated the effectiveness of the Graphica3D module using a pre–post test design. Participants were 44 engineering students enrolled in Further Calculus for Engineers at UiTM Cawangan Pulau Pinang. Data were analyzed using a non-parametric test, namely ANOVA-type statistics and results showed significant improvements in students’ ability to visualize and sketch 3D graphs. Moreover, no interaction between test performance (pre vs. post) and gender was observed, suggesting that the module benefits students equitably. These findings demonstrate that Graphica3D is a valuable supplementary tool for enhancing spatial visualization in multivariable calculus and for supporting inclusive teaching practices in higher education mathematics.

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Publication Details

Journal
UiTM Institutional Repositories (Universiti Teknologi MARA)
Published
2025-09-01
Primary Topic
Spatial Cognition and Navigation
Type
article
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article

Effect of Graphica3d on students’ visualization and sketching of 3D graphs in multivariable calculus

Siti Mariam Saad, Siti Nurleena Abu Mansor, Ahmad Rashidi Azudin
UiTM Institutional Repositories (Universiti Teknologi MARA)
Spatial Cognition and Navigation
article

Effect of Graphica3d on students’ visualization and sketching of 3D graphs in multivariable calculus

Siti Mariam Saad, Siti Nurleena Abu Mansor, Ahmad Rashidi Azudin
article en

Abstract

Developing skills in visualizing, interpreting, and sketching three-dimensional (3D) graphs is essential for learning multiple integrals, a key topic in multivariable calculus. However, many students struggle with these skills, creating barriers to understanding and solving related problems. While dynamic mathematics software like GeoGebra can support visualization, existing teaching materials often lack structured integration of technology to strengthen 3D graph learning. To address this gap, an interactive module, Graphica3D, was developed. The module combines explanatory notes on 3D graphs with embedded GeoGebra applets that enable interactive visualization. This study evaluated the effectiveness of the Graphica3D module using a pre–post test design. Participants were 44 engineering students enrolled in Further Calculus for Engineers at UiTM Cawangan Pulau Pinang. Data were analyzed using a non-parametric test, namely ANOVA-type statistics and results showed significant improvements in students’ ability to visualize and sketch 3D graphs. Moreover, no interaction between test performance (pre vs. post) and gender was observed, suggesting that the module benefits students equitably. These findings demonstrate that Graphica3D is a valuable supplementary tool for enhancing spatial visualization in multivariable calculus and for supporting inclusive teaching practices in higher education mathematics.

UiTM Institutional Repositories (Universiti Teknologi MARA)
Quality Education
Openalex Percentile: Top 36%
Spatial Cognition and Navigation
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