Supporting Junior Secondary Students’ Geometric Visualisation Through Augmented Reality and a STAR Scaffold: An Exploratory Pre–Post Pilot Study
DOI:
https://doi.org/10.62951/ijamc.v3i2.385Keywords:
Augmented Reality, Geometric Visualization, Spatial Reasoning, Junior Secondary Education, STAR ScaffoldAbstract
Geometric visualisation is a fundamental yet challenging competency in mathematics education, particularly for junior secondary school students who struggle to interpret three-dimensional (3D) spatial structures using conventional two-dimensional instructional media. This study examines the effectiveness of Augmented Reality (AR) integrated with the STAR instructional strategy (Situation, Task, Action, Result) in enhancing students’ geometric visualisation skills. A quantitative pilot study employing a one-group pretest–posttest design was conducted with 9 eighth-grade students at SMP Muhammadiyah 3 Sukolilo, Indonesia, selected through purposive sampling. Data were collected using validated geometry visualisation tests administered before and after the intervention. The data were analysed using normalised gain (N-Gain) and paired sample t-test. The results indicate a significant improvement in students’ performance, with the mean score increasing from 20.00 (SD not reported due to small sample size) on the pretest to 88.89 on the posttest. The normalised gain score (g = 0.67) indicates a moderate-to-high improvement, while inferential analysis shows statistically significant differences (p < 0.05). The findings suggest that AR enhances spatial cognition by enabling interactive manipulation of 3D geometric objects, while the STAR strategy provides structured cognitive scaffolding that guides students through contextual problem understanding, task execution, and reflective learning. The novelty of this study lies in integrating STAR as a structured pedagogical scaffold within an AR-based spatial learning environment for geometry instruction in a low-resource classroom context. This study contributes to the growing body of evidence supporting immersive technologies in mathematics education, particularly for improving spatial reasoning in early secondary learners.
References
J. Schoenherr and S. Schukajlow, “Characterizing external visualization in mathematics education research : a scoping review,” ZDM – Math. Educ., vol. 56, no. 1, pp. 73–85, 2024, doi: 10.1007/s11858-023-01494-3.
A. Arcavi, “The role of visual representations in the learning of mathematics,” Educ. Stud. Math., vol. 52, no. 3, pp. 215–241, 2003, doi: 10.1023/A:1024312321077.
E. İbili, M. Çat, D. Resnyansky, S. Şahin, and M. Billinghurst, “An assessment of geometry teaching supported with augmented reality teaching materials to enhance students’ 3D geometry thinking skills,” Int. J. Math. Educ. Sci. Technol., vol. 51, no. 2, pp. 224–246, Feb. 2020, doi: 10.1080/0020739X.2019.1583382.
OECD, “PISA 2022 Results,” Paris, 2023. doi: https://doi.org/10.1787/53f23881-en.
H. Chang et al., “Computers & Education Ten years of augmented reality in education : A meta-analysis of ( quasi- ) experimental studies to investigate the impact,” Comput. Educ., vol. 191, no. August, p. 104641, 2022, doi: 10.1016/j.compedu.2022.104641.
H.-C. K. Lin, M.-C. Chen, and C.-K. Chang, “Assessing the effectiveness of learning solid geometry by using an augmented reality-assisted learning system,” Interact. Learn. Environ., vol. 23, no. 6, pp. 799–810, Nov. 2015, doi: 10.1080/10494820.2013.817435.
Y. Yang, W. Du, M. Mavrikis, and E. Geraniou, “Spatial Skill Development Through Augmented Reality in Mathematics Education: A Scoping Review,” Digit. Exp. Math. Educ., 2025, doi: 10.1007/s40751-025-00187-8.
D. H. Uttal et al., “The malleability of spatial skills: a meta-analysis of training studies.,” Psychol. Bull., vol. 139, no. 2, pp. 352–402, Mar. 2013, doi: 10.1037/a0028446.
J. M. Krüger, K. Palzer, and D. Bodemer, “Learning with augmented reality: Impact of dimensionality and spatial abilities,” Comput. Educ. Open, vol. 3, p. 100065, 2022, doi: https://doi.org/10.1016/j.caeo.2021.100065.
H. Annisa and I. Dwijayanti, “Impact of AR- s upported STEAM based project learning on students ’ numeracy skills : A meta analytic,” Al-Jabar J. Pendidik. Mat., vol. 17, no. 01, pp. 323–337, 2026, doi: https://doi.org/10.24042/10.24042/ajpm.v17i1.30143.
A. Uriarte-Portillo, R. Zatarain-Cabada, M. L. Barrón-Estrada, M. B. Ibáñez, and L.-M. González-Barrón, “Intelligent Augmented Reality for Learning Geometry,” 2023. doi: 10.3390/info14040245.
W. Tarng, J.-K. Huang, and K.-L. Ou, “Improving Elementary Students’ Geometric Understanding Through Augmented Reality and Its Performance Evaluation,” Systems, vol. 12, no. 11, p. 493, 2024, doi: 10.3390/systems12110493.
T. Lowrie and T. Logan, “Spatial Visualization Supports Students’ Math: Mechanisms for Spatial Transfer,” 2023. doi: 10.3390/jintelligence11060127.
D. Harris, “Spatial reasoning in context: bridging cognitive and educational perspectives of spatial-mathematics relations,” Front. Educ., vol. Volume 8, 2023, doi: 10.3389/feduc.2023.1302099.
Y. Yang, W. Du, M. Mavrikis, and E. Geraniou, “Spatial Skill Development Through Augmented Reality in Mathematics Education : A Scoping Review,” Digit. Exp. Math. Educ., no. 0123456789, 2025, doi: 10.1007/s40751-025-00187-8.
C. Volioti, C. Orovas, T. Sapounidis, G. Trachanas, and E. Keramopoulos, “Augmented Reality in Primary Education: An Active Learning Approach in Mathematics,” Computers, vol. 12, no. 10, p. 207, 2023, doi: 10.3390/computers12100207.
A. S. Mandala, L. Anwar, C. Sa, and H. Zulnaidi, “Development of mobile augmented reality-based geometry learning games to facilitate spatial reasoning,” Infin. J., vol. 14, no. 2, pp. 323–348, 2025, doi: https://doi.org/10.22460/infinity.v14i2.p323-348.
N. Voulgari, M. Panagopoulos, and V. Garneli, “A systematic review of augmented reality in mathematics education: Fostering learning through art integration,” Arts Commun., vol. 3, no. 2, p. 4446, 2024, doi: https://doi.org/10.36922/ac.4446.
M. U. Gusteti and W. Rahmalina, “GeoGebra Augmented Reality : An Innovation in Improving Students ’ Mathematical Problem-Solving Skills To cite this article : GeoGebra Augmented Reality : An Innovation in Improving Students ’ Mathematical Problem-Solving Skills,” Int. J. Educ. Math. Sci. Technol., vol. 13, no. 3, pp. 584–596, 2025, doi: https://doi.org/10.46328/ijemst.4872.
N. I. N. Ahmad, S. N. Junaini, and S. K. Jali, “Enhancing Mathematics Learners’ Experience using Mobile Augmented Reality: Conceptual Framework for the Design and Evaluation,” Int. J. Adv. Sci. Eng. Inf. Technol., vol. 13, no. 3 SE-Articles, pp. 1068–1079, Jun. 2023, doi: 10.18517/ijaseit.13.3.17112.
Orlando Iparraguirre-Villanueva, Cleoge Paulino-Moreno, and Henry Chero-Valdivieso, “Integration of GeoGebra Calculator 3D with Augmented Reality in Mathematics Education for an Immersive Learning Experience,” Int. J. Eng. Pedagog., vol. 14, no. 3, pp. 92–107, 2024, doi: https://doi.org/10.3991/ijep.v14i3.47323.
H. Rohendi, D., Ramadhan, M. O., Abdul Rahim, S. S., and Zulnaidi, “Enhancing student ’ s interactivity and responses in learning geometry by using augmented reality,” EURASIA J Math Sci Tech Ed, vol. 21, no. 1, 2025, doi: https://doi.org/10.29333/ejmste/15796.
R. Chonchaiya and N. Srithammee, “Augmented Reality as a Tool for Enhancing Geometry Learning and Improving Mathematical Understanding,” ECTI Trans. Comput. Inf. Technol., vol. 19, no. 2 SE-Research Article, pp. 350–363, Apr. 2025, doi: 10.37936/ecti-cit.2025192.260291.
E. Marsden and C. J. Torgerson, “Single group, pre- and post-test research designs: Some methodological concerns,” Oxford Rev. Educ., vol. 38, no. 5, pp. 583–616, Oct. 2012, doi: 10.1080/03054985.2012.731208.
C. Carroll, M. Patterson, S. Wood, A. Booth, J. Rick, and S. Balain, “A conceptual framework for implementation fidelity,” Implement. Sci., vol. 2, no. 1, p. 40, 2007, doi: 10.1186/1748-5908-2-40.
K. Lavidas, S. Papadakis, D. Manesis, A. S. Grigoriadou, and V. Gialamas, “The Effects of Social Desirability on Students’ Self-Reports in Two Social Contexts: Lectures vs. Lectures and Lab Classes,” Information, vol. 13, no. 10, p. 491, 2022, doi: 10.3390/info13100491.
S. M. Eldridge et al., “CONSORT 2010 statement: extension to randomised pilot and feasibility trials,” BMJ, vol. 355, p. i5239, Oct. 2016, doi: 10.1136/bmj.i5239.
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