Enhancing Spatial Visualisation: The Role of Mental Rotation Training and Student Emotions
DOI:
https://doi.org/10.24191/idealogy.v11i1.906Keywords:
Spatial Visualization, 3D animation, Achievement Emotion, Achievement Emotions Questionnaire, Mental Rotation TrainingAbstract
This study examines the mediating role of learning emotions in the relationship between instructional intervention and spatial visualization performance within art and design education contexts. Grounded in the Control Value Theory of Achievement Emotions, the study addresses a persistent problem in art and design education, namely that instructional interventions targeting spatial visualization often emphasise cognitive skill development while insufficiently accounting for students’ emotional experiences during complex visual and spatial tasks. It therefore explores how students’ emotional experiences shape learning outcomes during cognitively demanding tasks. A quasi experimental design with control groups was implemented at the Hebei Academy of Fine Arts. Learning emotions were measured using the Achievement Emotion Questionnaire to capture changes in students’ emotional responses before and after the intervention. Results indicated that positive achievement emotions, such as enjoyment and confidence, were positively associated with spatial visualization performance, whereas negative emotions, particularly frustration, showed a negative association. Mediation analysis using structural equation modelling further demonstrated that learning emotions functioned as a significant mediating mechanism between the instructional intervention and spatial visualization performance. Structural equation modelling (SEM) was employed to ensure methodological rigor. Although the study is limited to undergraduate students within a single institutional context, the findings provide empirical evidence for the central role of achievement emotions in spatial learning. The study highlights the importance of emotion oriented instructional strategies in art and design education and contributes to a more nuanced understanding of how emotional and cognitive factors interact to influence spatial visualization development.
Keywords: Spatial Visualization, 3D animation, Achievement Emotion, Achievement Emotions Questionnaire, Mental Rotation Training.
References
Chen, H., Liu, C., Zhou, F., Chiang, C.-H., Chen, Y.-L., Wu, K., Huang, D.-H., Liu, C.-Y., & Chiou, W.-K. (2022). The Effect of Animation-Guided Mindfulness Meditation on the Promotion of Creativity, Flow and Affect. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.894337
Ebert, W. M., Jost, L., Jansen, P., Stevanovski, B., & Voyer, D. (2025). Visual working memory as the substrate for mental rotation: A replication. Psychonomic Bulletin & Review, 32(3), 1204–1216. https://doi.org/10.3758/s13423-024-02602-4
Guzsvinecz, T., Orban-Mihalyko, E., Sik-Lanyi, C., & Perge, E. (2022). An Overview of Received Results on MRT, MCT, and PSVT Spatial Ability Tests in Virtual Environments. 2022 IEEE 1st International Conference on Internet of Digital Reality (IoD), 000083–000088. https://doi.org/10.1109/IoD55468.2022.9987064
Hoemann, K., Nielson, C., Yuen, A., Gurera, J. W., Quigley, K. S., & Barrett, L. F. (2021). Expertise in emotion: A scoping review and unifying framework for individual differences in the mental representation of emotional experience. Psychological Bulletin, 147(11), 1159–1183. https://doi.org/10.1037/bul0000327
Lochhead, I., Hedley, N., Çöltekin, A., & Fisher, B. (2022). The Immersive Mental Rotations Test: Evaluating Spatial Ability in Virtual Reality. Frontiers in Virtual Reality, 3. https://doi.org/10.3389/frvir.2022.820237
Nolte, N., Schmitz, F., Fleischer, J., Bungart, M., & Leutner, D. (2022). Rotational complexity in mental rotation tests: Cognitive processes in tasks requiring mental rotation around cardinal and skewed rotation axes. Intelligence, 91, 101626. https://doi.org/10.1016/j.intell.2022.101626
Pekrun, R. (2024). Control-Value Theory: From Achievement Emotion to a General Theory of Human Emotions. Educational Psychology Review, 36(3), 83. https://doi.org/10.1007/s10648-024-09909-7
Pekrun, R., Marsh, H. W., Elliot, A. J., Stockinger, K., Perry, R. P., Vogl, E., Goetz, T., van Tilburg, W. A. P., Lüdtke, O., & Vispoel, W. P. (2023). A three-dimensional taxonomy of achievement emotions. Journal of Personality and Social Psychology, 124(1), 145–178. https://doi.org/10.1037/pspp0000448
Ramlie, M. K., Mohd Tahir, H., & Mohd Shuib, A. S. (2018). The Importance of Perception and Imagination in Designing 3D Image. Idealogy Journal, 3(2), 215–222. https://doi.org/10.24191/idealogy.v3i2.63
Wang, C., Chen, X., Yu, T., Liu, Y., & Jing, Y. (2024). Education reform and change driven by digital technology: a bibliometric study from a global perspective. Humanities and Social Sciences Communications, 11(1), 256. https://doi.org/10.1057/s41599-024-02717-y
Yi, Z., Ramlie, M. K., & Subri, S. (2024). A Conceptual Framework for Integrating Mental Rotation and 3D Animation Pedagogy. International Journal of Art and Design, 8(1), 146–159. https://doi.org/10.24191/ijad.v8i1.1525
Zhongyao, Y., Ramlie, M. K., & Subri, S. (2024). Exploring the Impact of Emotion on Future Sustainable Development Education :Leveraging Virtual Reality Technology. Idealogy Journal, 9(2). https://doi.org/10.24191/idealogy.v9i1.532
Downloads
Published
Issue
Section
License
Copyright (c) 2026 UiTM Press

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
UiTM Press (the Publisher) has agreed to publish the undersigned author’s paper in Idealogy Journal. The agreement is contingent upon the fulfilment of a number of requirements listed below.
1. The undersigned author warrants that the paper entitled below is original, that it is not in any way libellous or unlawful in Malaysia, that it does not infringe any copyright or other proprietary right. The undersigned hereby represents and warrants that he/she is the author of the paper, except for material that is clearly identified as to its original source, with permission notices from the copyright owners where required. The undersigned represents that he/she has the power and authority to sign and execute this agreement.
2. The undersigned author warrants that the paper entitled below has not been published elsewhere, and also it will not be submitted anywhere else for publication prior to acceptance/rejection by this Journal.
3. By submitting the paper entitled below, the undersigned author agrees to transfer the rights to publish and distribute the paper in an international e-journal (entitled above) to Publisher.
4. The undersigned author agrees to make a reasonable effort to conform to Publisher's submission guidelines and to liaise with the editor to ensure that the requirements of these guidelines are met to a reasonable degree.
5. The corresponding author signs for and accepts responsibility for releasing this material on behalf of any and all coauthors. This agreement is to be signed by at least one of the authors who has obtained the assent of the co-author(s) where applicable. After submission of this agreement signed by the corresponding author, changes of authorship or in the order of the authors listed will not be accepted.

