The Development of Augmented Reality-Based Learning to Improve Students’ Mathematical Communication Skills and Self-Efficacy
DOI:
https://doi.org/10.22460/jiml.v9i3.31191Keywords:
Mathematical Communication Skills , Self-Efficacy , Augmented RealityAbstract
This study aims to develop Ruang GIRA (Geometry Interactive Reality Augmented), an Augmented Reality (AR)-based learning medium for polyhedra at the junior high school level, and to examine its feasibility and effectiveness in improving students’ mathematical communication skills and self-efficacy through the Discovery Learning model. The study was prompted by students' difficulties in visualising three-dimensional objects, which result in poor communication skills and reduced confidence when solving geometry problems. Ruang GIRA addresses this issue by providing an immersive learning experience that allows students to interact with virtual geometric objects, thereby bridging the gap between abstract concepts and visual representation. The research employed a Research and Development (R&D) method based on the ADDIE model, consisting of the following stages: Analysis, Design, Development, Implementation, and Evaluation. The subjects were Year 9 students. The media's feasibility was validated by material and media experts, indicating its high feasibility. Students responded very positively, giving an average score of 3.43 out of 4, and the media's effectiveness was demonstrated by an N-Gain score of 0.68, categorised as moderate, indicating improvement in mathematical communication skills. Additionally, self-efficacy increased more significantly among students in the experimental class than in the control class. These findings suggest that Ruang GIRA is a feasible and effective innovative learning medium for teaching polyhedra. It supports students' conceptual understanding while enhancing communication skills and self-efficacy. Future research should focus on improving its features by integrating surface area and volume calculations and expanding its implementation to broader contexts and different educational levels.
References
Aldin, Syahruddin, Mandalina, V., & Abdilah. (2024). Inovasi Media Pembelajaran Interaktif untuk Pengajaran Matematika di Era Digital. SEMNAPTIKA IV : “PemanfaatanArtificialIntelligence” Dalam Pembelajaran 2.1 Berbasis Etnomatematika, 134–149.
Anggo, A. Y., Sahidi, & Syamsulrizal. (2022). Analisis Kemampuan Persepsi dan Visual Spasial Peserta Didik Dalam Menyelesaikan Soal Geometri Berbasis Open Ended. 3(Juli), 1–11.
Anwari, T., Shodiqin, A., & Priyolistiyanto, A. (2020). Pengembangan Media Pembelajaran Berbasis Android Pada Pemrograman Dasar Pascal. Jurnal Penelitian Dan Pengembangan Pendidikan, 4(1), 123–134. https://doi.org/10.24114/jh.v11i2.21949
Aulia, I. M., Prayitno, S., Luilmaknun, U. L., & Sridana, N. (2023). Analysis of students spatial ability in solving problems of flat side space subjects based on van hieles level of thinking. Jurnal Pijar Mipa. https://doi.org/10.29303/jpm.v18i1.3186
Azuma, R. T. (1997). A survey of augmented reality. In Presence: Teleoperators and Virtual Environments, 355–385. https://doi.org/10.1561/1100000049
Badjeber, R., & Purwaningrum, J. P. (2018). Pengembangan Higher Order Thinking Skills Dalam Pembelajaran Matematika di SMP. Guru Tua : Jurnal Pendidikan Dan Pembelajaran, 1(1), 36–43. https://doi.org/10.31970/gurutua.v1i1.9
Bandura, A. (1997). Self-efficacy: the exercise of control. In Choice Reviews Online (Vol. 35, Issue 03). https://doi.org/10.5860/choice.35-1826
Battista, M. T., Frazee, L. M., & Winer, M. L. (2018). Analyzing the Relation Between Spatial and Geometric Reasoning for Elementary and Middle School Students. https://api.semanticscholar.org/CorpusID:69925961
Branch, R. M. (2009). Instructional design: The ADDIE approach. Springer. https://doi.org/10.1007/978-0-387-09506-6
Bruner, J. S. (1961). The act of discovery. Harvard Educational Review, 31, 21–32. https://api.semanticscholar.org/CorpusID:142938071
Bulut, M., & Ferri, R. B. (2023). A systematic literature review on augmented reality in mathematics education. European Journal of Science and Mathematics Education, 1, 556–572. https://doi.org/10.1063/5.0157870
Creswell, J. W., & Creswell, J. D. (2017). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. SAGE Publications. https://books.google.co.id/books?id=335ZDwAAQBAJ
Dunleavy, M., & Dede, C. (2014). Augmented Reality Teaching and Learning BT - Handbook of Research on Educational Communications and Technology (J. M. Spector, M. D. Merrill, J. Elen, & M. J. Bishop (eds.); pp. 735–745). Springer New York. https://doi.org/10.1007/978-1-4614-3185-5_59
Fujita, T., Kondo, Y., Kumakura, H., Kunimune, S., & Jones, K. (2020). Spatial reasoning skills about 2D representations of 3D geometrical shapes in grades 4 to 9. Mathematics Education Research Journal, 32(2), 235–255. https://doi.org/10.1007/s13394-020-00335-w
Hadiyani, V. P., Sulalah, S., & Widodo, B. (2025). Pembelajaran Matematika Menggunakan Metode Scaffolding Berbasis Diferensiasi Terhadap Kemandirian Belajar Siswa. Biormatika : Jurnal Ilmiah Fakultas Keguruan Dan Ilmu Pendidikan, 11(1), 63–75. https://doi.org/10.35569/biormatika.v11i1.2240
Hake. (1999). Analyzing charge Gain scores. America Educational Research Association’s Division, Measurrement and Research Methodology.
Hendriana, H., & Kadarisma, G. (2019). Self-Efficacy dan Kemampuan Komunikasi Matematis Siswa SMP. JNPM (Jurnal Nasional Pendidikan Matematika), 3, 153. https://doi.org/10.33603/jnpm.v3i1.2033
Hendryadi, H. (2017). Validitas Isi: Tahap Awal Pengembangan Kuesioner. Jurnal Riset Manajemen Dan Bisnis, 2(2). https://doi.org/10.36226/jrmb.v2i2.47
Ibáñez, M.-B., & Delgado-Kloos, C. (2018). Augmented reality for STEM learning: A systematic review. Computers & Education, 123, 109–123. https://doi.org/https://doi.org/10.1016/j.compedu.2018.05.002
Kemendikbudristek. (2022). Kurikulum Merdeka: Capaian Pembelajaran dan Prinsip Pembelajaran. Jakarta: Kementerian Pendidikan, Kebudayaan, Riset, Dan Teknologi.
Kilpatrick, J., Swafford, J., & Findell, B. (2001). Adding it up helping children learn mathematics. National Research Council. http://www.wakamono-up.jp/top/pdf/Third-party_evaluation_2013_points.pdf
Kim, S. L., Suk, H. J., Kang, J. H., Jung, J. M., Laine, T. H., & Westlin, J. (2014). Using Unity 3D to facilitate mobile augmented reality game development. 2014 IEEE World Forum on Internet of Things (WF-IoT), 21–26. https://doi.org/10.1109/WF-IoT.2014.6803110
Maghfiroh, S. U., & Qothrunnada, I. (2024). Mathematical Spatial Ability and Geometry Ability: A Correlation Study. International Journal of Scientific Research and Management (IJSRM), 12(12), 558–566. https://doi.org/10.18535/ijsrm/v12i12.m01
Mandala, A. S., Anwar, L., Sa’dijah, C., & Zulnaidi, H. (2025). Development of mobile augmented reality-based geometry learning games to facilitate spatial reasoning. Infinity Journal, 14(2), 323–348. https://doi.org/10.22460/infinity.v14i2.p323-348
Marian, F., Efendi, D., Abdillah, K. M., Pendidikan, K., & Barat, B. (2025). Integrasi Teknologi Augmented Reality dalam Pembelajaran Matematika untuk Meningkatkan Pemahaman Geometri Siswa. JIPMat (Jurnal Ilmiah Pendidikan Matematika), 10(2), 255–270.
Mayer, R., & Fiorella, L. (2022). The Cambridge Handbook of Multimedia Learning (3rd ed.). https://doi.org/10.1017/9781108894333
Muhamad Alghivary, M., Suharso, A., & Defiyanti, S. (2024). Pengembangan Game First Person Shooter Berbasis Web Menggunakan Unity Dengan Metode Game Development Life Cycle. JATI (Jurnal Mahasiswa Teknik Informatika), 9(1), 1152–1159. https://doi.org/10.36040/jati.v9i1.12643
National Council of Teachers of Mathematics. (2000). Principles and Standards for School Mathematics. In Reston, VA. NCTM. http://ezproxy.library.wisc.edu/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=eric&AN=ED429844&site=ehost-live
Nindiasari, H., Pranata, M. F., Sukirwan, Sugiman, Fathurrohman, M., Ruhimat, A., & Yuhana, Y. (2024). the Use of Augmented Reality To Improve Students’ Geometry Concept Problem-Solving Skills Through the Steam Approach. Infinity Journal, 13(1), 119–138. https://doi.org/10.22460/infinity.v13i1.p119-138
OECD. (2019). PISA 2018 results. Paris: OECD Publishing.
Paivio, A. (1991). Dual coding theory: Retrospect and current status. Canadian Journal of Psychology / Revue Canadienne de Psychologie, 45(3), 255–287. https://doi.org/10.1037/h0084295
Pellegrino, J. W., & Hilton, M. L. (2012). Education for Life and Work: Developing Transferable Knowledge and Skills in the 21st Century. In Making work human. National Academy of Sciences. https://doi.org/10.1037/13246-007
Perlman, G. (1998). User Interface Usability Evaluation with Web Based Questionnaires. https://garyperlman.com/quest/
Putra, D. A., Amelia, R., & Fitriani, N. (2022). Analisis Kesulitan Siswa dalam menyelesaikan Soal-soal pada Materi Bangun Ruang Sisi Datar (BRSD). Jurnal Pembelajaran Matematika Inovatif, 5(1), 123–130. https://doi.org/10.22460/jpmi.v5i1.123-130
Putri, M. S., Hidayat, W., & Maya, R. (2018). Pengaruh Kemampuan Komunikasi Dan Disposisi Matematis Siswa Smp. JPMI (Jurnal Pembelajaran Matematika Inovatif), 1(4), 525. https://doi.org/10.22460/jpmi.v1i4.p525-530
Radianti, J., Majchrzak, T. A., Fromm, J., & Wohlgenannt, I. (2020). A systematic review of immersive virtual reality applications for higher education: Design elements, lessons learned, and research agenda. Computers & Education, 147, 103778. https://doi.org/https://doi.org/10.1016/j.compedu.2019.103778
Radu, I. (2014). Augmented reality in education: a meta-review and cross-media analysis. Personal and Ubiquitous Computing, 18(6), 1533–1543. https://doi.org/10.1007/s00779-013-0747-y
Rahmi, S., Nadia, R., Hasibah, B., & Hidayat, W. (2017). the Relation Between Self-Efficacy Toward Math With the Math Communication Competence. Infinity Journal, 6(2), 177. https://doi.org/10.22460/infinity.v6i2.p177-182
Richey, R., & Klein, J. (2014). Design and Development Research: Methods, Strategies, and Issues. https://doi.org/10.4324/9780203826034
Ruseffendi, E. T., & Sanusi, A. (2010). Dasar-dasar penelitian pendidikan dan bidang non-eksakta lainnya.
Simamora, D. K., Maria, N. S., Adhawina, R., Manik, R. S., Khafifah F, S., & Siregar, B. H. (2024). Peningkatan Kemampuan Spasial Siswa pada Materi Bangun Ruang melalui Penerapan RME Berbantuan Geogebra di Kelas IX SMPN 27 Medan. JagoMIPA: Jurnal Pendidikan Matematika Dan IPA, 4(3), 599–606. https://doi.org/10.53299/jagomipa.v4i3.807
Sinaga, D. Y., Hutagalung, N. A. Z., Purba, A. C. Y., Simatupang, N. A., Harianja, Z. G., Sinaga, M. V., & Gultom, E. (2025). Peningkatan Pemahaman Konsep Bangun Ruang Sisi Datar melalui Pendekatan Konkret dalam Pembelajaran Matematika. Jurnal PKM Manajemen Bisnis, 5(1), 324–331. https://doi.org/10.37481/pkmb.v5i1.1265
Sinuraya, R. A., Nabilah, Nasution, A. A., Yasinta, V., Pardosi., Nabilla, & Nuhudayah. (2024). Kesulitan Siswa Dalam Mempelajari Jaring-Jaring Bangun Ruang Dan Luas Permukaan. Jurnal Pendidikan Tambusai, 8(2), 22781–22791.
Slamet, F. A. (2022). Model Penelitian Pengembangan. Institut Agama Islam Sunan Kalijogo Malang.
Sudirman, García-García, J., Rodríguez-Nieto, C. A., & Son, A. L. (2024). Exploring Junior High School Students’ Geometry Self-Efficacy in Solving 3D Geometry Problems Through 5E Instructional Model Intervention: a Grounded Theory Study. Infinity Journal, 13(1), 215–232. https://doi.org/10.22460/infinity.v13i1.p215-232
Sugiyono. (2018). Metode Penelitian Kombinasi (Mixed Methods). Alfabeta.
Sugiyono. (2019). Metode penelitian kuantitatif, kualitatif, dan R&D. Alfabeta.
Sungkono, S., Apiati, V., & Santika, S. (2022). Media Pembelajaran Berbasis Teknologi Augmented Reality. Mosharafa: Jurnal Pendidikan Matematika, 11(3), 459–470. https://doi.org/10.31980/mosharafa.v11i3.1534
Turan, M., Sengil-Akar, S., & Saygı, E. (2025). Fostering mathematical creativity: A case study of middle school teachers’ classroom practices. Thinking Skills and Creativity, 57, 101848. https://doi.org/https://doi.org/10.1016/j.tsc.2025.101848
Van Hiele, P. M. (1986). Structure and Insight: A Theory of Mathematics Education. Academic Press. https://books.google.co.id/books?id=0sHaAAAAMAAJ
Victor, T., Saputro, D., Purnasari, P. D., & Lumbantobing, W. L. (2024). Augmented Reality for Mathematics Learning : Could We Implement It in Elementary School ? Mosharafa: Jurnal Pendidikan Matematika, 13(1), 163–175.
Walker, D. F., & Hess, R. D. (1984). Instructional software : principles and perspectives for design and use. Belmont, Calif. : Wadsworth Pub. Co.
Wu, H.-K., Lee, S. W.-Y., Chang, H.-Y., & Liang, J.-C. (2013). Current status, opportunities and challenges of augmented reality in education. Computers & Education, 62, 41–49. https://doi.org/https://doi.org/10.1016/j.compedu.2012.10.024
Wulandari, S. (2019). Kemampuan Spasial dalam Pengkonstruksian Jaring-Jaring Kubus dan Balok. Jurnal Edukasi Matematika Dan Sains, 7(1), 30. https://doi.org/10.25273/jems.v7i1.5289
Yoon, S., Anderson, E., Lin, J., & Elinich, K. (2017). How Augmented Reality Enables Conceptual Understanding of Challenging Science Content. Journal of Educational Technology & Society, 20(1), 156–168. http://www.jstor.org/stable/jeductechsoci.20.1.156
Yuliani, A., Hendriana, H., Fitriana, A. Y., Aljabar, S. Z., & Ansori, A. (2024). Workshop Penyusunan Perangkat Pembelajaran Berbasis TIK di Kecamatan Cidaun Kabupaten Cianjur. BERNAS: Jurnal Pengabdian Kepada Masyarakat, 5(3), 2130–2136. https://doi.org/10.31949/jb.v5i3.9536
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