Pengaruh teknologi berbasis artificial intelligence terhadap kemampuan pemahaman konsep matematis pada siswa SMA dengan perilaku nomophobia

Authors

  • Ghaziya Astriningtyas Pendidikan Matematika, Universitas Sarjanawiyata Tamansiswa
  • Sri Adi Widodo Universitas Sarjanawiyata Tamansiswa
  • Fitria Sulistyowati Pendidikan Matematika, Universitas Sarjanawiyata Tamansiswa

DOI:

https://doi.org/10.22460/jpmi.v9i3.30856

Keywords:

Artificial Intelligence, Nomophobia, Mathematical Skills, Concept Understanding

Abstract

Studies examining changes in mathematical abilities among students with high levels of nomophobia through AI-based intervention designs remain very limited. This study aims to identify the effect of AI technology on the mathematical conceptual understanding of students with high nomophobia tendencies. This study employed a Single Subject Research method with an ABA design consisting of baseline 1, intervention, and baseline 2 phases. The subject was a student with nomophobia selected purposively. Data were collected through mathematical conceptual understanding tests in each session and analyzed visually within and across conditions. The results showed that in phase A1, the subject experienced difficulties in understanding function concepts. In phase B, conceptual understanding improved, although the subject still had difficulty representing functions in graphical form. In phase A2, the subject’s performance was more stable than in phase A1, indicating retention after the intervention ended. Thus, AI-assisted learning had a positive impact on improving students’ mathematical conceptual understanding.

References

Abukhanova, A., Almukhambetova, B., Mamekova, A., Spatay, A., & Danikeyeva, A. (2024). Association between nomophobia and learning performance among undergraduate students: the mediating role of depression and anxiety. Frontiers in Education, 9, 1365220. https://doi.org/10.3389/feduc.2024.1365220

Afrizal Purba, M., & Defriyando, A. (2020). Pemanfaatan teknologi informasi dalam pendidikan dan pembelajaran di era revolusi industri 4.0. Prosiding Seminar Nasional Ilmu Sosial Dan Teknologi (SNISTEK), 96–101. https://mail.puterabatam.com/index.php/prosiding/article/view/3621

Anajihah, N. M., Sulistyowati, F., Harini, E., Agustito, D., & Nugraheni, Z. (2025). Meta-analysis study: effectiveness of using geogebra on students’ mathematical ability. IndoMath: Indonesia Mathematics Education, 8(1), 44–54. https://doi.org/10.30738/indomath.v8i1.140

Auna, H. S. A., & Hamzah, N. (2024). Studi perspektif siswa terhadap efektivitas pembelajaran matematika dengan penerapan chatgpt. HINEF: Jurnal Rumpun Ilmu Pendidikan, 3(1), 13–25. https://doi.org/https://pdfs.semanticscholar.org/8734/be44140026bd0a9b14722c472633171ffcf2.pdf

Bobrovitz, C. D., & Ottenbacher, K. J. (1998). Comparison of visual inspection and statistical analysis of single-subject data in rehabilitation research. American Journal of Physical Medicine & Rehabilitation, 77(2), 94–102.

Chew, S. L., & Cerbin, W. J. (2021). The cognitive challenges of effective teaching. Journal of Economic Education, 52(1), 17–40. https://doi.org/10.1080/00220485.2020.1845266

Datiilo, J., Gast, D. L., Loy, D. P., & Malley, S. (2000). Use of single -subject research designs in therapeutic recreation. Therapeutic Recreation Journal, Third Quar.

Diantama, S. (2024). Pemanfaatan Artificial intelegent (AI) dalam dunia pendidikan. DEWANTECH Jurnal Teknologi Pendidikan, 2(1), 11–17. https://doi.org/10.61434/dewantech.v1i1.8

Fiani, F. R., Alim, J. A., & Ulya, Z. (2025). Dampak penggunaan artificial intelligence (ai) terhadap kemampuan berpikir kritis mahasiswa. Jurnal Teknologi Pendidikan Dan Pembelajaran| E-ISSN: 3026-6629, 3(2), 260–267. https://jurnal.kopusindo.com/index.php/jtpp/article/view/1200

Fisch, G. S. (2001). Evaluating data from behavioral analysis: Visual inspection or statistical models? Behavioural Processes, 54(1–3), 137–154.

Gani, A. G. (2018). e-Learning sebagai peran teknologi informasi dalam modernisasi pendidikan. JSI (Jurnal Sistem Informasi) Universitas Suryadarma, 3(1), 1. https://doi.org/https://doi.org/10.35968/jsi.v3i1.52

Gast, D. L., & Ledford, J. R. (2014). Single subject research methodology in behavioral sciences. In New York: Routledge. Routledge.

Hwang, G.-J., Xie, H., Wah, B. W., & Gašević, D. (2020). Vision, challenges, roles and research issues of Artificial Intelligence in Education. Computers and Education: Artificial Intelligence, 1, 100001. https://doi.org/https://doi.org/10.1016/j.caeai.2020.100001

Irfan, M., Kusumaningrum, B., Yulia, Y., & Widodo, S. A. (2020). Challenges during the pandemic: Use of e-learning in mathematics learning in higher education. Infinity Journal, 9(2), 147. https://doi.org/10.22460/infinity.v9i2.p147-158

Irfan, M., Suryaningrum, Ch. W., Pusporini, W., & Widodo, S. A. (2023). Online learning effect of post pandemic COVID-19: a survey at universities in Indonesian. Perspektivy Nauki i Obrazovania – Perspectives of Science and Education, 61(1), 575–588. https://doi.org/10.32744/pse.2023.1.34

Kennedy, P. S. J. (2023). Digitalisasi pendidikan: Artificial intelligence di pendidikan tinggi. Prosiding Seminar Nasional Unars, 2(1), 205–215. https://unars.ac.id/ojs/index.php/prosidingSDGs/article/view/3343

Kuncoro, K. S., Sukiyanto, S., Irfan, M., Amalia, A. F., Pusporini, W., Wijayanti, A., & Widodo, S. A. (2022). Peningkatan literasi digital guru guna mengatasi permasalahan pembelajaran di era pandemi Covid-19. Abdi Wiralodra: Jurnal Pengabdian Kepada Masyarakat, 4(1), 17–34.

Lane, J. D., & Gast, D. L. (2014). Visual analysis in single case experimental design studies: Brief review and guidelines. Neuropsychological Rehabilitation, 24(3–4), 445–463. https://doi.org/10.1080/09602011.2013.815636

Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2016). Intelligence unleashed an argument for ai in education. Pearson.

Melchor, P. J. M., Lomibao, L. S., & Parcutilo, J. O. (2023). Exploring the potential of ai integration in mathematics education for generation alpha-approaches, challenges, and readiness of philippine tertiary classrooms: A Literature Review. Review.‖ Journal of Innovations in Teaching and Learning, 3(1), 39–44. https://doi.org/10.12691/jitl-3-1-8

Mendoza, J. S., Pody, B. C., Lee, S., Kim, M., & McDonough, I. M. (2018). The effect of cellphones on attention and learning: The influences of time, distraction, and nomophobia. Computers in Human Behavior, 86, 52–60. https://doi.org/10.1016/j.chb.2018.04.027

Nurona, A., & Safaria, T. (2025). Adaptation of the indonesian version of the nomophobia scale (NMP-Q-10). Journal of Technology in Behavioral Science, 10(3), 553–564. https://doi.org/10.1007/s41347-024-00461-3

Ottenbacher, K. J. (1990). Visual inspection of single-subject data: An empirical analysis. Mental Retardation, 28(5), 283.

Prahmana, R. C. I. (2021). Single subject research (Teori dan Implementasinya: Suatu Pengantar). Yogyakarta: Universitas Ahmad Dahlan.

Putri, C. N., & Hakim, D. L. (2022). Kemampuan pemahaman konsep matematis siswa kelas XII pada materi program linier. JPMI (Jurnal Pembelajaran Matematika Inovatif), 5(6), 1573–1580. https://doi.org/10.22460/jpmi.v5i6.10975

Ramadhani, R. W., Rahayu, R., & Kuryanto, M. S. (2021). Dampak nomophobia terhadap motivasi belajar siswa sekolah dasar. P2M STKIP Siliwangi, 8(2), 97–106. https://doi.org/10.22460/p2m.v8i2p97-106.2492

Rifky, S. (2024). Dampak penggunaan artificial intelligence bagi pendidikan tinggi. Indonesian Journal of Multidisciplinary on Social and Technology, 2(1), 37–42. https://doi.org/10.31004/ijmst.v2i1.287

Sari, Y. &, Yusri, A. Y., & Sari, D. M. (2017). Profil pemahaman konsep nilai tempat ditinjau dari kemampuan awal matematika pada siswa kelas III SDN 133 Takalala Soppeng. Mosharafa: Jurnal Pendidikan Matematika, 6(1), 141–152. http://e-mosharafa.org/index.php/mosharafa

Silmi, A. Z., & Lailiyah, S. (2024). Literature review: The relationship between smartphone use and incidents of anxiety (nomophobia) among adolescents in Indonesia. Journal of Community Mental Health and Public Policy, 7(1), 1–11. https://doi.org/10.51602/cmhp.v7i1.171

Smith, J. D. (2012). Single-case experimental designs: a systematic review of published research and current standards. Psychological Methods, 17(4), 510.

Sunanto, J. (2005). Pengantar penelitian dengan subyek tunggal. In Center for Research on International Cooperation in Educational Development (CRICED) University of Tsukuba.

Sunanto, J., Takeuchi, K., & Nakata, H. (2005). Pengantar penelitian dengan subyek tunggal. In CRICED University of Tsukuba.

Supriyadi, E. (2022). Eksplorasi penggunaan ChatGPT dalam penulisan artikel pendidikan matematika. Papanda Journal of Mathematics and Science Research, 1(2), 54–68. https://doi.org/10.56916/pjmsr.v1i2.252

Tjahyanti, L. P. A. S., Saputra, P. S., & Santo Gitakarma, M. (2022). Peran artificial intelligence (AI) untuk mendukung pembelajaran di masa pandemi Covid-19. Komteks, 1(1), 15–21. https://doi.org/https://doi.org/10.37637/komteks.v1i1.1062

Wahyudi, T. (2023). Studi kasus pengembangan dan penggunaan artificial intelligence (AI) sebagai penunjang kegiatan masyarakat Indonesia. Indonesian Journal on Software Engineering (IJSE), 9(1), 28–32. https://doi.org/https://doi.org/10.31294/ijse.v9i1.15631

Warsah, I., Maba, A. P., Prastuti, E., Morganna, R., Warsah, B. A. A., & Carles, E. (2023). Adaptation and validation of nomophobia instrument in the indonesian version. Jurnal Pengukuran Psikologi Dan Pendidikan Indonesia, 12(2), 127–144. https://doi.org/10.15408/jp3i.v12i2.30852

Weng, X., & Chiu, T. K. F. (2023). Instructional design and learning outcomes of intelligent computer assisted language learning: Systematic review in the field. Computers and Education: Artificial Intelligence, 4, 100117. https://doi.org/https://doi.org/10.1016/j.caeai.2022.100117

Widodo, S. A., Amalia, A. F., Irfan, M., & Kuncoro, K. S. (2022). Pendampingan pembelajaran tatap muka terbatas berbasis sosiograph untuk meningkatkan kemampuan literasi. Jurnal SOLMA, 11(1), 60–69. https://doi.org/10.22236/solma.v11i1.8310

Widodo, S. A., Kustantini, K., Kuncoro, K. S., & Alghadari, F. (2021). Single subject research: alternatif penelitian pendidikan matematika di masa new normal. Journal of Instructional Mathematics, 2(2), 78–89. https://doi.org/10.37640/jim.v2i2.1040

Yildirim, C., & Correia, A.-P. (2015). Exploring the dimensions of nomophobia: Development and validation of a self-reported questionnaire. Computers in Human Behavior, 49, 130–137. https://doi.org/10.1016/j.chb.2015.02.059

Zein, A. (2023). Dampak penggunaan ChatGPT pada dunia pendidikan. Jurnal Informatika Utama, 1(2), 19–24. https://doi.org/10.55903/jitu.v1i2.151

Zhai, C., Wibowo, S., & Li, L. D. (2024). The effects of over-reliance on AI dialogue systems on students’ cognitive abilities: a systematic review. Smart Learning Environments, 11(1), 28. https://doi.org/10.1186/s40561-024-00316-7

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2026-05-31

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