Augmented reality versus two-dimensional media in problem-based learning: Effects on elementary students’ conceptual understanding of Earth and space

Authors

DOI:

https://doi.org/10.33387/j.edu.v24i2.13088

Keywords:

Augmented reality, Problem-based learning, Conceptual understanding, Earth and space, Elementary school

Abstract

Earth and space concepts are difficult for elementary students because the phenomena are abstract, spatial, and rarely observable. This study examined whether Assemblr Edu-based augmented reality (AR) embedded in problem-based learning (PBL) improves sixth graders’ conceptual understanding more than identical PBL using two-dimensional (2D) media. A quasi-experimental pretest–posttest nonequivalent control group design involved two intact classes at a public elementary school in Ternate, Indonesia (n = 25 each). A 10-item essay test measured six cognitive processes of understanding. Because some distributions were non-normal, normalized gain (N-Gain) was compared with the Mann–Whitney U test, supported by Wilcoxon tests, ANCOVA, and Quade’s rank ANCOVA. The experimental class improved from 62.00 to 91.20 (N-Gain = 0.78, high) and the control class from 54.80 to 74.80 (N-Gain = 0.43, moderate). N-Gain was significantly higher with AR (U = 4.5, p < .001, r = .85, Cliff’s δ = .99), and the pretest-adjusted posttest advantage persisted (F(1, 47) = 131.14, p < .001, ηp² = .74). AR was superior on five of six indicators, notably inferring and comparing, but not interpreting. AR thus adds value over 2D media within PBL when 3D models serve as evidence for spatial reasoning; the unusually large effect requires confirmation.

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Author Biographies

Said Hasan, Universitas Khairun

Master’s Biology Education Study Program

Zulkifli Ahmad, Universitas Khairun

Master’s Biology Education Study Program

References

Ahmad, Z., Ahmad, H., & Rahman, Z. A. (2022). Penggunaan media pembelajaran augmented reality berbantuan Assemblr Edu untuk meningkatkan hasil belajar siswa SMA Negeri 5 Kota Ternate. Jurnal Ilmiah Wahana Pendidikan, 8(3), 514–521. https://doi.org/10.5281/zenodo.7421774

Akçayır, M., & Akçayır, G. (2017). Advantages and challenges associated with augmented reality for education: A systematic review of the literature. Educational Research Review, 20, 1–11. https://doi.org/10.1016/j.edurev.2016.11.002

Amelia, F., Hasibuan, A. U. H., Simamora, E. C., Ermawan, M. H., Siregar, N. S., Mirzah, N., & Gaol, S. I. L. (2025). Miskonsepsi siswa sekolah dasar tentang konsep IPA: Studi kasus di kelas VI SDN 024755. Jurnal Bintang Pendidikan Indonesia, 3(2), 207–217. https://doi.org/10.55606/jubpi.v3i2.3825

Anderson, L. W., & Krathwohl, D. R. (Eds.). (2001). A taxonomy for learning, teaching, and assessing: A revision of Bloom’s taxonomy of educational objectives. Longman.

Arici, F., & Yilmaz, R. M. (2023). An examination of the effectiveness of problem-based learning method supported by augmented reality in science education. Journal of Computer Assisted Learning, 39(2), 446–476. https://doi.org/10.1111/jcal.12752

Azuma, R. T. (1997). A survey of augmented reality. Presence: Teleoperators and Virtual Environments, 6(4), 355–385. https://doi.org/10.1162/pres.1997.6.4.355

Cliff, N. (1993). Dominance statistics: Ordinal analyses to answer ordinal questions. Psychological Bulletin, 114(3), 494–509. https://doi.org/10.1037/0033-2909.114.3.494

Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates.

Faria, A. (2024). Augmented reality and teaching strategies in the study of volcanism in elementary and secondary schools. Journal of New Approaches in Educational Research, 13, Article 18. https://doi.org/10.1007/s44322-024-00018-5

Ferrari, E., Teijón, P. H., & Ruiz, C. (2024). Unlocking the cosmos: Evaluating the efficacy of augmented reality in secondary education astronomy instruction. Journal of New Approaches in Educational Research, 13, Article 8. https://doi.org/10.1007/s44322-024-00007-8

Fitriyani, F., Atmojo, I. R. W., & Yamtinah, S. (2025). Analysis of student misconceptions on the solar system material using the four-tier test instrument. EduHumaniora: Jurnal Pendidikan Dasar, 17(1), 11–22. https://doi.org/10.17509/eh.v17i1.69312

Fritz, C. O., Morris, P. E., & Richler, J. J. (2012). Effect size estimates: Current use, calculations, and interpretation. Journal of Experimental Psychology: General, 141(1), 2–18. https://doi.org/10.1037/a0024338

Garzón, J., & Acevedo, J. (2019). Meta-analysis of the impact of augmented reality on students’ learning gains. Educational Research Review, 27, 244–260. https://doi.org/10.1016/j.edurev.2019.04.001

Gibran, M. A., & Setyasto, N. (2025). Effectiveness of augmented reality-assisted problem-based learning model on science learning outcomes. Jurnal Penelitian Pendidikan IPA, 11(2), 1093–1102. https://doi.org/10.29303/jppipa.v11i2.10319

Hake, R. R. (1998). Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses. American Journal of Physics, 66(1), 64–74. https://doi.org/10.1119/1.18809

Holm, S. (1979). A simple sequentially rejective multiple test procedure. Scandinavian Journal of Statistics, 6(2), 65–70. https://www.jstor.org/stable/4615733

Ibáñez, M.-B., & Delgado-Kloos, C. (2018). Augmented reality for STEM learning: A systematic review. Computers & Education, 123, 109–123. https://doi.org/10.1016/j.compedu.2018.05.002

Limpinan, P., Pichetphon, W., Yuensook, T., & Jantakoon, T. (2026). An experimental comparative study of virtual reality and augmented reality for teaching solar system in primary education. Journal of Technology and Science Education, 16(1), 262–274. https://doi.org/10.3926/jotse.3684

Mayer, R. E. (2024). The past, present, and future of the cognitive theory of multimedia learning. Educational Psychology Review, 36(1), Article 8. https://doi.org/10.1007/s10648-023-09842-1

Putri, F. E., Hermita, N., Zufriady, Z., & Wijaya, T. T. (2021). Identifying sixth grade students’ misconceptions on solar system. Journal of Teaching and Learning in Elementary Education, 4(1), 65–76. https://doi.org/10.33578/jtlee.v4i1.7857

Quade, D. (1967). Rank analysis of covariance. Journal of the American Statistical Association, 62(320), 1187–1200. https://doi.org/10.1080/01621459.1967.10500925

Sweller, J., van Merriënboer, J. J. G., & Paas, F. (2019). Cognitive architecture and instructional design: 20 years later. Educational Psychology Review, 31(2), 261–292. https://doi.org/10.1007/s10648-019-09465-5

Tran, T. N. A. (2024). Enhancing astronomy skills: The role of mobile augmented reality in Vietnamese middle schools. International Journal of Interactive Mobile Technologies, 18(22), 174–189. https://doi.org/10.3991/ijim.v18i22.51997

Uluçınar, U. (2023). The effect of problem-based learning in science education on academic achievement: A meta-analytical study. Science Education International, 34(2), 72–85. https://doi.org/10.33828/sei.v34.i2.1

Wen, Y., Wu, L., He, S., Ng, N. H.-E., Teo, B. C., Looi, C. K., & Cai, Y. (2023). Integrating augmented reality into inquiry-based learning approach in primary science classrooms. Educational Technology Research and Development, 71(4), 1631–1651. https://doi.org/10.1007/s11423-023-10235-y

Zufahmi, Z. (2025). Augmented reality in science learning: A systematic literature review. Jurnal Pendidikan Biologi Indonesia, 11(1), 274–291. https://doi.org/10.22219/jpbi.v11i1.38570

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Published

2026-10-30

How to Cite

Ramadanaryanthi, R., Hasan, S., & Ahmad, Z. (2026). Augmented reality versus two-dimensional media in problem-based learning: Effects on elementary students’ conceptual understanding of Earth and space. EDUKASI, 24(2), 283–295. https://doi.org/10.33387/j.edu.v24i2.13088