Designing a MIT App Inventor-based mathematics learning application to enhance students’ conceptual understanding: A development study

Authors

  • Aryo Surya Wijaya Universitas Islam Negeri Sunan Gunung Djati Bandung

DOI:

https://doi.org/10.63214/piradian.v3i2.pp89-106

Keywords:

CONCEPTUAL UNDERSTANDING, MATHEMATICS LEARNING, MIT APP INVENTOR

Abstract

The background of this study lies in the limited use of technology-based learning media, which is essential to improve the quality of learning. Therefore, this research aims to: (1) describe the process of developing a mathematics learning application using MIT App Inventor, (2) examine the validity of the developed application, (3) measure its effectiveness, (4) assess its practicality, and (5) analyze students’ responses to the application. The research employed a Research and Development (R&D) approach with the ADDIE model (Analysis, Design, Development, Implementation, Evaluation). The subjects of this study were 29 students of class VIII-A at SMP Negeri 24 Bandung during the 2022/2023 academic year. Research instruments included validation questionnaires for material experts and media experts, a practicality questionnaire, post-test sheets, and a student response questionnaire. The results of the analysis indicate that the developed mathematics learning application is categorized as good, with a validation score of 86.33 (very valid) from material experts and 70.5 (valid) from media experts. The level of effectiveness was 82.76 (very effective), practicality was 82.29 (practical), and students’ response score was 75.78 (fairly good). These findings suggest that the application developed with MIT App Inventor can serve as a valid, effective, and practical medium for supporting students’ conceptual understanding in mathematics learning. This study contributes by providing an empirically validated development framework and practical reference for integrating MIT App Inventor-based applications into junior high school mathematics instruction to enhance conceptual understanding.

References

Ahmad, I., Sharma, S., Singh, R., Gehlot, A., Gupta, L. R., Thakur, A. K., Priyadarshi, N., & Twala, B. (2024). Inclusive learning using industry 4.0 technologies: Addressing student diversity in modern education. Cogent Education. https://doi.org/10.1080/2331186X.2024.2330235

Amri, A., Anggraini, V., & Fitri, D. Y. (2023). Android-based learning media using MIT App Inventor on algebra materials for junior high school students. Deleted Journal, 14(2). https://doi.org/10.22202/jp.2023.v14i2.6972

Anuratha, K. (2020). Promoting learning outcomes using digital literacy. International Journal of Advance Research, Ideas and Innovations in Technology, 6(3), 318–323. https://www.ijariit.com/manuscript/promoting-learning-outcomes-using-digital-literacy/

Ardiansyah, A. A., & Nana, N. (2020). Peran mobile learning sebagai inovasi dalam meningkatkan hasil belajar siswa pada pembelajaran di sekolah. Indonesian Journal of Educational Research and Review, 3(1), 47-56. https://doi.org/10.23887/ijerr.v3i1.24245

Arsyad, A. (2015). Media pembelajaran. RajaGrafindo Persada.

Astuti, I. A. D., Sumarni, R. A., & Saraswati, D. L. (2017). Pengembangan media pembelajaran fisika mobile learning berbasis Android. Jurnal Penelitian & Pengembangan Pendidikan Fisika, 3(1), 57-62. https://doi.org/10.21009/1.03108

Aulia, R., Heriyanti, J., & Rahmi. (2022). Pengembangan media pembelajaran berbasis Android menggunakan MIT App Inventor pada materi barisan dan deret aritmatika kelas X SMKN 1 Kinali. Jurnal Cendekia: Jurnal Pendidikan Matematika, 6(2), 1475–1485. https://doi.org/10.31004/cendekia.v6i2.1329

Botirova, M. B., & Arifova, M. U. (2025). The importance of using mobile applications in teaching mathematics. International Journal of Pedagogics, 5(1), 14–19. https://doi.org/10.37547/ijp/volume05issue01-05

Branch, R. M. (2009). Instructional design: The ADDIE approach. Springer.

Hendrawaty, N. (2023). The socialization of Android as online learning media: A systematic review. Scope, 7(2), 240-246. https://doi.org/10.30998/scope.v7i2.14291

Heswari, S., & Sonya, F. M. (2022). Pengembangan media pembelajaran matematika berbasis Android untuk mengoptimalkan kemampuan berpikir kreatif siswa. Jurnal Inovasi Penelitian, 2(8), 2715–2722. https://doi.org/10.47492/jip.v2i8.1151

Hidayat, A. A., Syaf, A. H., & Juariah, J. (2018). Penerapan media gambar pembelajaran matematika sebagai upaya meningkatkan kemampuan pemahaman matematika siswa pada materi pokok pecahan. Jurnal Analisa, 1(2), 57–65. https://doi.org/10.15575/ja.v1i2.2892

Hidayatuladkia, S. T., Kanzunnudin, M., & Ardianti, S. D. (2021). Peran orang tua dalam mengontrol penggunaan gadget pada anak usia 11 tahun. Jurnal Pengembangan Pendidikan, 5(3), 363- 372. https://doi.org/10.23887/jppp.v5i3.38996

Hussein, Y. (2022). Conceptual knowledge and its importance in teaching mathematics. Middle Eastern Journal of Research in Education and Social Sciences, 3(1), 50-65. https://doi.org/10.47631/mejress.v3i1.445

Hsieh, C.-J., Ying, J.-M., & Tsou, Y.-C. (2025). The influence of MGA apps on elementary school students in mathematics learning. In Advances in Early Childhood and K-12 Education (pp. 53–84). https://doi.org/10.4018/979-8-3693-1894-2.ch003

Jihad, A. (2018). Kurikulum dan pembelajaran matematika. PT Cipta Persada.

Kusnadi, F. N., Rachmawati, T. K., & Sugilar, H. (2021). Kemampuan pemahaman matematis siswa pada materi trigonometri. Supremum Journal of Mathematics Education, 5(2). https://doi.org/10.35706/sjme.v5i2.5140

Nurhaliza, B. (2022). Pengembangan media pembelajaran berbasis Android menggunakan MIT App Inventor untuk meningkatkan hasil belajar siswa pada konsep gerak melingkar [Undergraduate thesis, UIN Syarif Hidayatullah Jakarta].

Pamungkas, I. A., & Dwiyogo, W. D. (2022). Pengembangan media pembelajaran berbasis mobile learning untuk aktivitas kesegaran jasmani siswa kelas X sekolah menengah kejuruan. Sport Science and Health, 2(5), 272–278. https://doi.org/10.17977/um062v2i52020p272-278

Pawana, M. G., Suharsono, N., & Kirna, I. M. (2016). Pengembangan multimedia interaktif berbasis proyek dengan model ADDIE pada materi pemrograman web siswa kelas X semester genap di SMK Negeri 3 Singaraja. Jurnal Teknologi Pembelajaran Indonesia, 4(1), 1–10.

Prasad, R. S., Sharma, R., Aran, A., & Bhardwaj, V. (2024). Digital transformation in higher education: Analysis of student learning outcomes. ShodhKosh Journal of Visual and Performing Arts, 5(6). https://doi.org/10.29121/shodhkosh.v5.i6.2024.2088

Raiyn, J. (2016). Developing a mathematics lesson plan based on visual learning technology. International Journal of Education and Management Engineering, 6(4), 1–9. https://doi.org/10.5815/IJEME.2016.04.01

Riduwan, S. (2011). Pengantar statistika untuk penelitian pendidikan, sosial, ekonomi, komunikasi. Alfabeta.

Sugiyono. (2013). Metode penelitian pendidikan: Pendekatan kuantitatif, kualitatif, dan R&D. Alfabeta.

Sugiyono. (2019). Metode penelitian kuantitatif, kualitatif, dan R&D (Edisi ke-2). Alfabeta.

Syafrudin, T., & Sujarwo, S. (2019). Pengembangan bahan ajar untuk pembelajaran matematika bagi siswa tunarungu. Suska Journal of Mathematics Education, 5(2), 87-94. https://doi.org/10.24014/sjme.v5i2.8170

Zulfa, N. A., & Mujazi, M. (2022). Pengaruh penggunaan smartphone terhadap konsentrasi belajar siswa. JRTI (Jurnal Riset Tindakan Indonesia), 7(3), 574 -582. https://doi.org/10.29210/30032126000.

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Published

2025-09-30