SYSTEMATIC LITERATURE REVIEW: PENGARUH PENGGUNAAN ARTIFICIAL INTELLIGENCE (AI) DALAM PEMBELAJARAN MATEMATIKA TERHADAP KEMAMPUAN BERPIKIR KRITIS
DOI: https://doi.org/10.30605/r1f1sj67
Artificial Intelligence, Pembelajaran Matematika, Berpikir Kritis
Abstract
Pada abad ke-21 saat ini Kemampuan berpikir kritis menjadi salah satu kemampuan yang sangat dibutuhkan dalam proses pembelajaran matematika, seiring dengan meningkatnya pemanfaatan Artificial Intelligence (AI) sebagai teknologi pendukung pembelajaran. Tujuan penelitian ini adalah menganalisis pengaruh penggunaan Artificial Intelligence (AI) dalam pembelajaran matematika terhadap kemampuan berpikir kritis siswa. Metode yang digunakan adalah Systematic Literature Review (SLR) dengan kerangka PRISMA, dengan database yang terindeks Scopus dan Google Scholar pada tahun 2022 – 2026. Proses seleksi menghasilkan sebanyak 16 artikel. Hasil penelitian menunjukkan penggunaan AI dalam pembelajaran matematika memiliki potensi dalam meningkatkan kemampuan berpikir kritis, kreatif dan kemandirian belajar. Namun penggunaan AI dapat dipengaruhi oleh pendekatan pedagogis, AI akan lebih efektif jika diintegrasikan dengan model pembelajaran yang reflektif, berbasis masalah dan mendorong evaluasi mandiri. Di sisi lain, penggunaan AI secara pasif dan ketergantungan berlebihan dapat menurunkan kemampuan berpikir kritis, kreatif dan kemandirian belajar. Oleh karena itu, AI disarankan digunakan sebagai alat pendukung pembelajaran yang mendorong siswa untuk berpikir kritis, reflektif dan mandiri serta guru dapat mengintegrasikan AI dengan model pembelajaran yang berbasis pemecahan masalah dan diskusi agar siswa aktif dalam proses pembelajaran.
Downloads
References
Abosaooda, H. N., Ariffin, S. B., & Alyasiri, O. M. (2026). A survey on leveraging artificial intelligence tools for enhancing advanced mathematical education and problem-solving. IAES International Journal of Artificial Intelligence, 15(1), 76–85. Scopus. https://doi.org/10.11591/ijai.v15.i1.pp76-85
Alasmari, S. A., Alshehri, S. M., Alshehri, N. A., Alammari, R. Z. N., & Alajmi, M. H. S. (2025). Developing Elementary Mathematics Curricula Using Artificial Intelligence Applications from Experts’ Perspective. Journal of Curriculum and Teaching, 14(2), 207–218. Scopus. https://doi.org/10.5430/jct.v14n2p207
Alreiahi, N. J., & Alrwaished, N. (2025). Integrating AI tools into preservice mathematics teacher education: A qualitative study of lesson planning practices. Contemporary Educational Technology, 17(4). Scopus. https://doi.org/10.30935/cedtech/17549
Besas, J., Patac, L., & Patac, A. (2026). AI-Facilitated Self-Directed Learning and Mathematics Performance: A Mixed-Methods Study on ChatGPT Use among Generation Z Students. International Journal of Contemporary Educational Research, 13(1), 15–30. Scopus. https://doi.org/10.52380/ijcer.2026.13.1.822
Chusniah, R., & Rayungsari, M. (2024). Analisis Kebutuhan Penggunaan Media Pembelajaran Berbasis Teknologi Di Sma Kelas X Shalahuddin Kota Pasuruan. Al-Irsyad: Journal of Education Science, 3(2), 98–108. https://doi.org/10.58917/aijes.v3i2.123
Desviona, N., Masruroh, M., Rahmawati, A., & Utama, R. C. (2024). Penerapan Matematika Dalam Kehidupan Sehari-Hari: Pelatihan Dan Workshop Untuk Masyarakat Umum. (3).
Fawensi, P. T., & Susanti, E. (2025). Fostering critical thinking abilities through AI-integrated Problem Based Learning: A desmos-based approach.
Firdaus, J. A., Ummah, R. I., Aprialini, R. R., & Faizin, A. (2025). Ketergantungan Penggunaan Kecerdasan Buatan (AI) pada Tugas Akademik Mahasiswa Terhadap Kemampuan Berpikir Kritis dan Kreatif. 14(1).
Gallart, C., Ferrando, I., Segura, C., & Albarracín, L. (2026). Modelling with AI: How complexity and experience shape ChatGPT use by pre-service teachers. Eurasia Journal of Mathematics, Science and Technology Education, 22(4). Scopus. https://doi.org/10.29333/ejmste/18263
Harmilawati, Rifqatussa’diyah, Amalia, P., Majid, H. A., & Sahrah, I. A. (2024). Peran Teknologi AI dalam Pengembangan Kemampuan Berpikir Kritis Mahasiswa. Prosiding Seminar Nasional Fakultas Tarbiyah dan Ilmu Keguruan IAIM Sinjai, 3, 26–31. https://doi.org/10.47435/sentikjar.v3i0.3134
Herwandi, Firdaus, A. M., Saputra, A. W., & Amal, F. (2025). Integration of Local Ethnomathematics Based on Artificial Intelligence (AI) in Enhancing. 4(2).
Isma, A., Isma, A., Isma, A., & Isma, A. (2023). Peta Permasalahan Pendidikan Abad 21 di Indonesia. Jurnal Pendidikan Terapan, 11–28. https://doi.org/10.61255/jupiter.v1i3.153
Kurniawan, H., Kurniasih, N., Jumasa, M. H., & Khatan, M. (2026). Enhancing Mathematical Critical Thinking Skills through the Integration of Ethnomathematics, Augmented Reality, Artificial Intelligence, and Deep Learning: A Mixed-Methods Study.
Liu, W., Xing, Y., & Purwanto, A. (2026). Exploring The Use AI In Engaging Mathematics Teaching And Learning. International Journal of Research in Education Humanities and Commerce.
Maulani, G., Waras, N. G. T., Bakti, I., Firdaus, M., Arifianto, A. S., & Setiawan, H. (2024). CV HEI PUBLISHING INDONESIA.
Muchtar, A. A., Dini, M. F., & Khairunnisa, S. (2025). Integrasi Artificial Intelligence (AI) dalam Pembelajaran Personal: Dampaknya Terhadap Motivasi dan Hasil Belajar Siswa di SMAN 1 Pare. AL - Ubudiyah Jurnal Pendidikan dan Studi Islam, 2(3), 61–68.
Patac, L. P., & Patac, A. V. (2025). Using Chatgpt For Academic Support: Managing Cognitive Load And Enhancing Learning Efficiency – A Phenomenological Approach. Social Sciences and Humanities Open, 11. Scopus. https://doi.org/10.1016/j.ssaho.2025.101301
Pepin, B., Buchholtz, N., & Salinas-Hernández, U. (2025). A Scoping Survey of ChatGPT in Mathematics Education. Digital Experiences in Mathematics Education, 11(1), 9–41. Scopus. https://doi.org/10.1007/s40751-025-00172-1
Rachmantika, A. R. (2019). Peran Kemampuan Berpikir Kritis Siswa pada Pembelajaran Matematika dengan Pemecahan Masalah.
Rahayu, R., Iskandar, S., & Abidin, Y. (2022). Inovasi Pembelajaran Abad 21 dan Penerapannya di Indonesia. Jurnal Basicedu, 6(2), 2099–2104. https://doi.org/10.31004/basicedu.v6i2.2082
RAMAYANTI, R., RACHMAWATI, N. A., AZHAR, Z., & AZMAN, N. H. N. (2025). Langkah Demi Langkah Systematic Literature Review Dan Meta-Analysis. PT. RajaGrafindo Persada.
Sihombing, B. A., Gaol, A. L., Siburian, J. R., & Tafonao, F. S. (2025). ANALISIS PEMAHAMAN SISWA SMA N1 PERCUT SEI TUAN TERHADAP KONSEP DASAR BARISAN DAN DERET. 4(2).
Sukma, Y., & Priatna, N. (2021). Pengaruh Self-Efficacy terhadap Kemampuan Berpikir Kritis Siswa Pada Mata Pelajaran Matematika. Jurnal Ilmiah Soulmath : Jurnal Edukasi Pendidikan Matematika, 9(1), 75–88. https://doi.org/10.25139/smj.v9i1.3461
Sunarto, M. J. D., Hariadi, B., & Lemantara, J. (2024). Developing A Differentiated Learning Model Based on Artificial Intelligence: Implementation in The Mathematics Classroom. Jurnal Kependidikan: Jurnal Hasil Penelitian Dan Kajian Kepustakaan Di Bidang Pendidikan, Pengajaran Dan Pembelajaran, 10(2), 416. https://doi.org/10.33394/jk.v10i2.11135
Susilawati, E., Agustinasari, A., Samsudin, A., & Siahaan, P. (2020). Analisis Tingkat Keterampilan Berpikir Kritis Siswa SMA. Jurnal Pendidikan Fisika dan Teknologi, 6(1), 11–16. https://doi.org/10.29303/jpft.v6i1.1453
Tashtoush, M. A., Qasimi, A. B., Shirawia, N. H., & Hussein, L. A. (2025). The Efficacy of Utilizing Artificial Intelligence Techniques in Developing Critical Thinking in Mathematics among Secondary School Students and their Attitudes Toward it. Iraqi Journal for Computer Science and Mathematics, 6(1). Scopus. https://doi.org/10.52866/2788-7421.1231
Thuy, P. T. D., Van, N. T., Trang, N. H., Thuong, N. M., Hien, V. T. T., & Chung, V. Q. (2025). Designing an AI-Supported Formative Assessment Model for Pre-Service Mathematics Teacher Self-Study in Vietnam. International Journal of Interactive Mobile Technologies, 19(22), 50–68. Scopus. https://doi.org/10.3991/ijim.v19i22.57723
Yunianto, W., Lavicza, Z., Kastner-Hauler, O., & Houghton, T. (2024). Investigating the use of ChatGPT to solve a GeoGebra based mathematics+computational thinking task in a geometry topic. Journal on Mathematics Education, 15(3), 1027–1052. Scopus. https://doi.org/10.22342/jme.v15i3.pp1027-1052
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Pedagogy : Jurnal Pendidikan Matematika

This work is licensed under a Creative Commons Attribution 4.0 International License.
In submitting the manuscript to the journal, the authors certify that:
- They are authorized by their co-authors to enter into these arrangements.
- The work described has not been formally published before, except in the form of an abstract or as part of a published lecture, review, thesis, or overlay journal.
- That it is not under consideration for publication elsewhere,
- That 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.
- They agree to the following license and copyright agreement.
License and Copyright Agreement
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and 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 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.













