Menuju Pendidikan Inovatif Di Era 5.0: Apakah AI Mampu Membentuk Calon Guru Matematika Yang Mandiri dan Kritis?
DOI:
https://doi.org/10.53696/venn.v5i1.433Keywords:
artificial Intelligence, ChatGPT, Learning Independence, Critical Thinking, Mathematics EducationAbstract
The rapid growth of Artificial Intelligence in Society 5.0 transforms higher education but raises concerns about dependency. Examining its role in fostering learning independence and critical thinking among pre-service mathematics teachers is essential. This study aims to examine the effect of AI usage, specifically ChatGPT, on learning independence and mathematical critical thinking skills of pre-service mathematics teachers at IAIN Kerinci. A mixed methods approach with a sequential explanatory design was employed. Quantitative data were collected from 30 respondents through Likert-scale questionnaires and critical thinking tests, then analyzed using simple linear regression. Qualitative data from interviews and documentation were used to enrich the interpretation of statistical findings. The results indicate that AI usage has a significant positive effect on learning independence (Sig. = 0.046 < 0.05) and mathematical critical thinking skills (Sig. = 0.000 < 0.05). AI supports self-regulated learning by enhancing initiative, responsibility, and self-control, while also strengthening interpretation, analysis, evaluation, and inference in mathematical problem solving. The findings suggest that AI can serve as a pedagogical support tool that promotes reflective and analytical thinking when accompanied by adequate AI literacy. In conclusion, AI has the potential to contribute to the formation of independent and critical pre-service mathematics teachers in the Society 5.0 era when used consciously and responsibly.
Downloads
References
Agustiani, R., Zahra, A., Putri, A. D., Hadi, M., Marwan, A., Solehah, A. M., & Sopani, A. (2024). Pembelajaran Matematika dengan Artifical Intelligence: Menutup Celah Kecurangan, Membuka Lebih Luas Wawasan. Bening Media Publishing.
Alrum, C. Z., Hanggara, B. T., & Kurnianingtyas, D. (2026). Analisis Pengalaman Pengguna pada Chatbot AI dengan Metode User Experience Questionnaire (UEQ) untuk Rekomendasi Pemilihan Chatbot Sesuai Kebutuhan Mahasiswa. Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, 10(3).
Aulia, H. M. Z., Sholiha, E. Z., & Setyawan, A. (2025). Dampak Negatif Ketergantungan Berlebihan pada Artificial Intelligence (AI) terhadap Kemampuan Berpikir Kritis dan Pemecahan Masalah Siswa Sekolah Menengah. Jurnal Ilmu Sosial, Ekonomi dan Pendidikan, 1(2), 32–44.
Darlian, L., Sabilu, M., & Kolaka, L. (2025). Peningkatan Mutu Pendidikan Berkelanjutan melalui Pembelajaran Berbasis Kebutuhan Siswa dengan Teknologi Adaptif. Amal Ilmiah: Jurnal Pengabdian Kepada Masyarakat, 6(2), 255–264.
Endika, D. I. (2026). KEGAGALAN BERPIKIR KRITIS MATEMATIS SISWA BERDASARKAN SELF EFFICACY DAN UPAYA MENGATASINYA DENGAN SCAFFOLDING BERBANTUAN CHATGPT PADA MATERI SPLDV . UNIVERSITAS JAMBI.
Hatria, J. D., Vrasetya, A., & Yulia, P. (2024). Efektivitas Penggunaan Model Pembelajaran Inquiry Pada Materi Teorema Phytagoras Terhadap Siswa SMPN 2 Sungai Penuh. PRAXIS: Jurnal Pengabdian kepada Masyarakat, 3(2), 171–180.
Ilmaknun, L., & Ulfah, M. (2023). Pengaruh kemandirian belajar terhadap hasil belajar. Jurnal Sains Dan Teknologi, 5(1), 416–423.
Istikomah, E., Suryadi, D., Prabawanto, S., & Nurlaelah, E. (2024). Masa depan pembelajaran di abad 21: keterampilan berpikir kreatif dan matematis di tengah maraknya artificial intelligence (AI).
Kasmiyati, K., Habibi, A., & Wijaya, H. A. (2025). PENGARUH PENGGUNAAN CHATGPT, LITERASI DIGITAL DAN MOTIVASI BELAJAR TERHADAP SELF-REGULATED LEARNING MAHASISWA ADMINISTRASI PENDIDIKAN. Jurnal Manajemen Pendidikan, 10(4), 3031–3038.
Kharen, R. L. W. (2025). PENGEMBANGAN e-LKPD BERBASIS KASUS UNTUK MENSTIMULUS KETERAMPILAN BERPIKIR KRITIS DAN BERPIKIR KREATIF . UNIVERSITAS LAMPUNG.
Kurniawan, S. (2025). Literasi Digital Untuk Abad Ke-21. Pustaka Aksara.
Mayasari, N., Sastraatmadja, A. H. M., Suhara, A., Jauhar, N., Hasan, S., & Maqfirah, P. A. V. (2025). ARTIFICIAL INTELLIGENCE DALAM PENDIDIKAN Metode, Implementasi, dan Evaluasi. Penerbit Widina.
Mertayasa, I. K., Yhani, P. C. C., & Saputra, P. W. (2025). Revolusi Pendidikan Dengan Chatgpt: Systematic Literature Review Pemanfaatan Dan Dampaknya Dalam Transformasi Pendidikan. Journal Of Indonesian Scholars For Social Research, 5(1), 107-122.
Nasution, E. Y. P., Emjasmin, A., & Rusliah, N. (2021). Analisis Metakognitif Siswa dalam Menyelesaikan Masalah Integral. Jurnal Ilmiah Pendidikan Matematika Al Qalasadi, 5(2), 141–150.
Putri, D. K., & Rochmad, R. (2021). Kemampuan Komunikasi Matematis Siswa SMP Muhammadiyah Pangkalan Bun Ditinjau dari Kemandirian Belajar pada Pembelajaran Model Knisley. In PRISMA, Prosiding Seminar Nasional Matematika, 4, 134–138.
Putri, R., Vrasetya, A., Nasution, E. Y. P., & Casanova, A. (2025). Analysis of Students’ Mathematical Connections Ability on HOTS Questions Based on Jambi Culture in View of Personality Types. Jurnal Pendidikan MIPA, 26(3), 1406–1427.
Qomaruddin, Q., & Sa’diyah, H. (2024). Kajian teoritis tentang teknik analisis data dalam penelitian kualitatif: Perspektif Spradley, Miles dan Huberman. Journal of Management, Accounting, and Administration, 1(2), 77–84.
Rusliah, N., Handican, R., Deswita, R., & Oktafia, M. (2021). Mathematical problem-solving skills on relation and function through Model-Eliciting Activities (MEAs). In Journal of Physics: Conference Series , 7(1).
Sakinah, Y., & Nasution, E. Y. P. (2023). Analisis Kemampuan Berpikir Kritis Matematis Siswa MTs dalam Menyelesaikan Masalah Matematika pada Materi Persamaan Linear. JNPM (Jurnal Nasional Pendidikan Matematika), 7(2), 335–342.
Samudra, D. A., Mahfudy, S., & Negara, H. R. P. (2025). Kemampuan Berpikir Kritis Mahasiswa Calon Guru Matematika dalam Menyelesaikan Masalah Geometri ditinjau dari Gaya Kognitif. Kognitif: Jurnal Riset HOTS Pendidikan Matematika, 5(2), 522–540.
Setyawan, F. H., Adhira, S. J., & Putra, S. J. (2025). Analisis kemampuan berpikir kritis mahasiswa pada pembelajaran berbasis Artificial Intelligence di era Merdeka Belajar. In Social, Humanities, and Educational Studies (SHES): Conference Series , 8(3), 642–653.
Sinaga, A. V, Monoarfa, M., & Sianipar, R. (2026a). Integrasi AI dalam pembelajaran: Persepsi mahasiswa dan implikasinya terhadap pembelajaran mandiri. Al-Irsyad: Journal of Education Science, 5(1), 38–53.
Sinaga, A. V, Monoarfa, M., & Sianipar, R. (2026b). Integrasi AI dalam pembelajaran: Persepsi mahasiswa dan implikasinya terhadap pembelajaran mandiri. Al-Irsyad: Journal of Education Science, 5(1), 38–53.
Sitorus, I. (2025). Pemanfaatan teknologi digital dalam manajemen pendidikan untuk meningkatkan kualitas pembelajaran. JUTEK: Jurnal Teknologi , 2(1), 19–24.
Tyaningsih, R. Y., Wulandari, N. P., & Oktavihari, D. (2024). Persepsi Mahasiswa terhadap Pemanfaatan Teknologi Artificial Intelligence (AI) dalam Memecahkan Masalah Matematika dan Membuat Karya Ilmiah. Griya Journal of Mathematics Education and Application, 4(4), 360–368.
Vernanda, C., Dewi, V. C., Yakobus, Y., & Jayanti, W. E. (2025). Pengaruh Artificial Intellegence (Ai) Terhadap Keterampilan Berfikir Kritis Pelajar Atau Mahasiswa Dalam Menyelesaikan Masalah. Journal of Information Systems Management and Digital Business, 2(4), 346–353.
Vrasetya, A., & Gunawan, R. G. (2024). Analisis Tingkat Mathematic Anxiety dalam Pembelajaran Matematika. . Venn: Journal of Sustainable Innovation on Education, Mathematics and Natural Sciences, 3(3), 115–120.
Vrasetya, A., & Nasution, E. Y. P. (2024). Students’ Mathematical Connection Ability in Solving Higher Order Thinking Skills Problems Based on Jambi Culture. Plusminus: Jurnal Pendidikan Matematika, 4(2), 269–286.
Wibowo, A., Yudanto, B. W., & Lestari, S. T. (2025). Analisis Efektivitas Pembelajaran ChatGPT untuk Meningkatkan Kemudahan Pemahaman Matematika Siswa SMA di Surakarta. Decode: Jurnal Pendidikan Teknologi Informasi, 5(3), 1109–1119.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Jihan Dwi Hatria, Noperta

This work is licensed under a Creative Commons Attribution 4.0 International License.
The authors certify that:
- if the manuscript is co-authored, they are authorized by their co-authors to enter into these arrangements.
- the work described has not been formally published before in a registered ISSN or ISBN media, except in the form of an abstract or as part of a published lecture, review, or thesis.
- it is not under consideration for publication elsewhere,
- its publication has been approved by all the author(s) and by the responsible authorities – tacitly or explicitly – of the institutes where the work has been carried out.
- they secure the right to reproduce any material that has already been published or copyrighted elsewhere (it does not infringe on the rights of others).
- they agree to the license and copyright agreement.
All articles published are licensed under Creative Commons Attribution 4.0 International License.
- Authors retain copyright and other proprietary rights related to the article.
- Authors retain the right and are permitted to use the substance of the article in their own future works, including lectures and books.
- Authors grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution License (CC BY 4.0) that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post or self-archive their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.













