Reimagining Geometry through Matheor: A Classroom-Based Study on Digital Engagement and Student Motivation
DOI:
https://doi.org/10.56741/ijlree.v4i03.1419
Keywords:
Educational Technology, Junior High School, Mathematics Learning, Matheor Application, STEM Education
Abstract
This study aims to explore the effectiveness of the Matheor application as an innovative tool in increasing students' interest in learning mathematics, particularly geometry, at the junior high school level. This study was conducted using a mixed-method approach, which combines qualitative and quantitative data collection to provide a comprehensive understanding of students' learning experiences and their engagement. Quantitative data were obtained through a structured survey using a 5-point Likert scale, while qualitative data were collected through semi-structured interviews with 15 selected students from three junior high schools in Surabaya, Indonesia. The results showed that the Matheor application significantly increased students' interest and motivation in learning to understand two-dimensional and three-dimensional geometry concepts. Most students reported increased engagement and satisfaction with mathematics learning after using the application. Qualitative data analysis revealed that Matheor's interactive and visual features helped students better understand abstract concepts. Although some students experienced challenges in the initial use of the application, they generally felt more confident and motivated to learn. The discussion of the results shows that educational technology, when well designed, can change the way students interact with difficult subject matter, such as geometry. This study concludes that Matheor has great potential to be integrated into the mathematics curriculum, supporting national education goals in strengthening STEM education. However, further research with larger and more diverse samples is needed to test the effectiveness of this application in various educational contexts.
Downloads
References
S. S. Kaafah, M. S. Hadi, and I. S. Munir, “The effectiveness of mathematics learning using instructional media for eight-grade students on three-dimensional shapes," J. Prinsip Pendidik. Mat., vol. 7, no. November, hal. 88–97, 2024, doi: 10.33578/prinsip.v7i2.258. DOI: https://doi.org/10.33578/prinsip.v7i2.258
S. Apriyani and A. R. Agusta, “Meningkatkan motivasi, berpikir kritis, dan hasil belajar didik menggunakan model pembelajaran "LENTURE" pada mata pelajaran matematika materi mengenal sifat-sifat bangun ruang kelas V SDN Seberang Mesjid 5," J. Teknol. Pendidik. Pembelajaran (JTPP), vol. 02, no. 03, pp. 871–877, 2025. [Online]. Available: https://jurnal.kopusindo.com/index.php/jtpp/article/view/639.
F. A. Rahma and E. Nurlaelah, “Effectiveness of digital technology on enhancing mathematics achievement of Indonesian secondary schools students’: A meta-analysis research from 2018-2023,” J. Pendidik. MIPA, vol. 25, no. 2, pp. 803–813, 2024, doi: 10.23960/jpmipa/v25i2.pp803-813. DOI: https://doi.org/10.23960/jpmipa/v25i2.pp803-813
G. J. Hwang, H. Xie, B. W. Wah, and D. Gašević, “Vision, challenges, roles and research issues of artificial intelligence in education,” Comput. Educ. Artif. Intell., vol. 1, 100001e, 2020, doi: 10.1016/j.caeai.2020.100001. DOI: https://doi.org/10.1016/j.caeai.2020.100001
S.H. Wijaya, I.M. Tegeh, and I.K.Suartama, “Pengembangan video pembelajaran muatan pelajaran IPA untuk siswa kelas IV SD,” J. Teknol. Pembelajaran Indones., vol. 11, no. 1, pp. 61–71, 2021, doi: 10.23887/jurnal_tp.v11i1.644. DOI: https://doi.org/10.23887/jurnal_tp.v11i1.644
O. D. Triswidrananta, A. N. Pramudhita, and E. M. S. Wijaya, “Game edukasi augmented reality berbasis RME (Realistic Mathematics Education) untuk meningkatkan computational thinking siswa,” Intel. J. Ilmu Pendidik., vol. 7, no. 1, pp. 168–179, 2024, doi: 10.33366/ilg.v7i1.5907. DOI: https://doi.org/10.33366/ilg.v7i1.5907
T. Y. Chang et al., “Innovation of dental education during COVID-19 pandemic,” J. Dent. Sci., vol. 16, no. 1, pp. 15–20, 2021, doi: 10.1016/j.jds.2020.07.011. DOI: https://doi.org/10.1016/j.jds.2020.07.011
R. Yulianti, A. Samsudin, and S. N. Mariam, “Penerapan model problem based learning berbasis lingkungan untuk mengetahui gambaran kemampuan berpikir kreatif pada siswa kelas II sekolah dasar,” Sebel. April Elem. Educ., vol. 2, no. 1, pp. 80–87, 2023.
A. S. Mandala, L. Anwar, C. Sa’dijah, 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: 10.22460/infinity.v14i2.p323-348. DOI: https://doi.org/10.22460/infinity.v14i2.p323-348
A. A. Putri, N. H, and L. Taris, “Development an augmented reality-based mathematics application to improve junior high school students’ comprehension of mathematical concepts,” Teknodika, vol. 23, no. 1, pp. 87-95, 2025, doi: 10.20961/teknodika.v23i1.97035. DOI: https://doi.org/10.20961/teknodika.v23i1.97035
S. Wulandari, “Media pembelajaran interaktif untuk meningkatkan minat siswa belajar matematika di SMP 1 Bukit Sundi,” Indones. J. Technol. Informatics Sci., vol. 1, no. 2, pp. 43–48, 2020, doi: 10.24176/ijtis.v1i2.4891. DOI: https://doi.org/10.24176/ijtis.v1i2.4891
J. W. Santrock, Educational Psychology, 3 ed. McGraw-Hill, 2008, 2008.
A. Syagif, “Peluang dan tantangan pengembangan literasi digital dalam pembelajaran bahasa Arab pada jenjang pendidikan dasar,” vol.4, no. 1, pp. 93–105, 2024, doi: 10.47625/fashluna.v5i2.883. DOI: https://doi.org/10.47625/fashluna.v5i2.883
F. Rasyid, Metodologi Penelitian Kualitatif dan Kuantitatif Teori, Metode, dan Praktek, 1 ed. Ngronggo Kediri Jawa Timur: IAIN Kediri Press, 2022.
W. N. Yanuarto, E. Suanto, and M. G. Isnawan, “Augmented reality for mathematics learning: A study for enhancing mathematical comprehension in high school students,” JTAM (J. Teor. dan Apl. Mat.), vol. 8, no. 3, pp. 910-923, 2024, doi: 10.31764/jtam.v8i3.22778. DOI: https://doi.org/10.31764/jtam.v8i3.22778
D. S. Dyah, D. S. C. Saputri, H. R. P. Negara, A. Rahim, M. Marlina, and F. R. Aprilian, “Development of augmented reality based learning media on geometry learning integrated science technology engineering art mathematic-project based learning,” J. Educ. Technol., vol. 9, no. 1, pp. 39–50, 2025, doi: 10.23887/jet.v9i1.88630. DOI: https://doi.org/10.23887/jet.v9i1.88630
J. A. Fredricks et al., “Using Mixed Methods to Develop a Measure of Math and Science Engagement,” Learn. Instr., vol. 43, 2016. DOI: https://doi.org/10.1016/j.learninstruc.2016.01.009
Sugiyono, Metode penelitian kuantitatif, kualitatif, dan R&D. ALFABETA, 2017.
D. Firmansyah and Dede, “Teknik pengambilan sampel umum dalam metodologi,” J. Ilm. Pendidik. Holistik, vol. 1, no. 2, hal. 85–114, 2022, doi: 10.55927. DOI: https://doi.org/10.55927/jiph.v1i2.937
M. Mardhiyah, N. A. Dinilhaq, Y. Amelia, A. Arini, R. Hidayatullah, and H. Harmonedi, “Populasi dan sampel dalam penelitian pendidikan: Memahami perbedaan, implikasi, dan strategi pemilihan yang tepat,” Katalis Pendidik. J. Ilmu Pendidik. dan Mat., vol. 2, no. 2, pp. 208–218, 2025, doi: 10.62383/katalis.v2i2.1670. DOI: https://doi.org/10.62383/katalis.v2i2.1670
S. B. Merriam, Qualitative Research: A Guide to Design and Implementation, 2 ed. John Wiley & Sons, 2009, 2009.
Ardiansyah, Risnita, and M. S. Jailani, “Teknik pengumpulan data dan instrumen penelitian ilmiah pendidikan pada pendekatan kualitatif dan kuantitatif,” J. IHSAN J. Pendidik. Islam, vol. 1, no. 2, pp. 1–9, 2023, doi: 10.61104/ihsan.v1i2.57. DOI: https://doi.org/10.61104/ihsan.v1i2.57
John W. Creswell, Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, 4 ed. Mathura Road, New Delhi: SAGE Publications, 2014.
N. Aien, L. Laswadi, and M. Sari, “Penggunaan aplikasi Geogebra dalam pembelajaran matematika terhadap kemampuan pemahaman konsep dan minat belajar siswa,” Kogn. J. Ris. HOTS Pendidik. Mat., vol. 5, no. 1, pp. 71–87, 2025, doi: 10.51574/kognitif.v5i1.2755. DOI: https://doi.org/10.51574/kognitif.v5i1.2755
M. Fazryn, A. A. Adiansha, S. Syarifudin, M. Mariamah, and N. Diana, “Implementasi model problem based learning berbasis aplikasi Geogebra untuk meningkatkan kemampuan bernalar kritis matematika pada siswa sekolah dasar,” JagoMIPA J. Pendidik. Mat. dan IPA, vol. 3, no. 1, pp. 42–51, 2023, doi: 10.53299/jagomipa.v3i1.279. DOI: https://doi.org/10.53299/jagomipa.v3i1.279
T. Radha, M. Vasuki, and A. D. Kumar, “Bridging theory and practice: Exploring effective approaches in math education,” J. Eng. Sci. Res. Appl. (JESRA), vol. 1, no. 2, pp. 112–125, 2015.
D. Andriyani and S. Suhartono, “Inovasi quiz learning berbasis dual coding pada buku ajar pendidikan jarak jauh untuk kemandirian belajar,” Din. J. Ilm. Pendidik. Dasar, vol. VIII, no. I, 2016, doi: 10.30595/dinamika.v8i1.938.
C.-P. Dai, F. Ke, Y. Pan, and Y. Liu, “Exploring students’ learning support use in digital game-based math learning: A mixed-methods approach using machine learning and multi-cases study,” Comput. Educ., vol. 194, 2023, doi: 10.1016/j.compedu.2022.104698. DOI: https://doi.org/10.1016/j.compedu.2022.104698
K. A. R. Richards and M. A. Hemphill, “A practical guide to collaborative qualitative data analysis,” J. Teach. Phys. Educ., vol. 37, no. 2, pp. 225–231, 2018, doi: 10.1123/jtpe.2017-0084. DOI: https://doi.org/10.1123/jtpe.2017-0084
I. Ndungo, S. Balimuttajjo, and E. Akugizibwe, “Transformation Geometry Attitude Scale (TGAS): Development and validation for secondary school learners in Uganda,” Int. J. Adv. Res., vol. 8, no. 1, pp. 140–150, 2025, doi: 10.37284/ijar.8.1.2861. DOI: https://doi.org/10.37284/ijar.8.1.2861
D. Mustika, M. A. Zahra, D. Putri, A. A. Daniela, A. Anjani, and W. Wulan, “Systematic literature review: Efektivitas pembelajaran tematik di sekolah dasar,” Consilium: Ed. Couns. J., vol. 5, no. 2, pp. 935-946, 2025, doi: 10.36841/consilium.v5i2.6516. DOI: https://doi.org/10.36841/consilium.v5i2.6516
E. Petrova, J. Dewing, and M. Camilleri, “Confidentiality in participatory research: Challenges from one study,” Nurs. Ethics, vol. 23, no. 4, pp. 442–454, 2016, doi: 10.1177/0969733014564909. DOI: https://doi.org/10.1177/0969733014564909
Nuphanudin, M. N. Maulana, A. M. Saputri, N. R. Rozany, and V. M. Rahmasyani, “Interview Transcript.” 2024.
Nuphanudin, M. N. Maulana, A. M. Saputri, N. R. Rozany, dan V. M. Rahmasyani, “on hand Matheor.” pp. 1–8, 2025.
S. Fuchs, “Challenges of integrating technology in education: A case study,” Comput. Educ., vol. 89, no. 4, hal. 18–27, 2020.
Z. Yu, L. Yu, Q. Yu, W. Xu, and P. Wu, “Effects of mobile learning technologies and social media tools on student engagement and learning outcomes of English learning,” Tech. Pedagogy Educ., vol. 31, no. 3, pp. 381-398, 2022, doi: 10.1080/1475939X.2022.2045215. DOI: https://doi.org/10.1080/1475939X.2022.2045215
S. Veronika and S. Liliana, “Analisis peran teknologi dalam pembelajaran matematika berdasarkan perspektif guru dan siswa,” J. Cendekia J. Pendidik. Mat., vol. 9, no. 2, pp. 976–985, 2025, doi: 10.31004/cendekia.v9i2.4156. DOI: https://doi.org/10.31004/cendekia.v9i2.4156
M. A. B. Istofany, H. R. P. Negara, and F. H. Santosa, “Analisis penggunaan teknologi dalam pembelajaran matematika untuk meningkatkan keterampilan berpikir kritis pada mahasiswa,” Ulul Albab: Majalah Univ. Muhammadiyah Mataram, vol. 28, no. 1, pp. 1-14, 2024, doi: 10.31764/jua.v28i1.23325. DOI: https://doi.org/10.31764/jua.v28i1.23325
K. Dlamini and R. Minty, "The influence of technology on students' learning", in ICERI2024 Proc. 17th Annual Int. Conf. Educ. Res. Innov., 2024, pp. 2221-2230, doi: 10.21125/iceri.2024.0615. DOI: https://doi.org/10.21125/iceri.2024.0615
S. Wang, S. Chang, and G. Hwang, “A microworld-based role-playing game development approach to engaging students in interactive, enjoyable, and effective mathematics learning", Inter. Learn. Environ., vol. 26, no. 3, pp. 411-423. doi: 10.1080/10494820.2017.1337038. DOI: https://doi.org/10.1080/10494820.2017.1337038
C. J. Cullen, J. T. Hertel, and M. Nickels, “The roles of technology in mathematics education,” The Educ. Forum, vol. 84, no. 2, pp. 166-178, 2020, doi: 10.1080/00131725.2020.1698683. DOI: https://doi.org/10.1080/00131725.2020.1698683
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Nuphanudin, Mokhamad Nizar Maulana, Agiska Maya Saputri, Nasywa Rafifatur Rozany, Vergi Mutia Rahmasyani, Noorseha Binti Ayob

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.









