Pemanfaatan Artificial Intelligence Untuk Meningkatkan Kualitas Pembelajaran di Madrasah Ibtidaiyah: Sebuah Kajian Literatur
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Abstract
Penelitian ini bertujuan menganalisis pemanfaatan Artificial Intelligence (AI) dalam meningkatkan kualitas pembelajaran di Madrasah Ibtidaiyah (MI) melalui pendekatan systematic literature review. Empat fokus utama dikaji, yakni manfaat AI, tantangan implementasi, model penerapan, serta implikasi bagi keberlanjutan pendidikan. Hasil telaah menunjukkan bahwa AI berkontribusi signifikan dalam memfasilitasi personalisasi materi, mempercepat asesmen formatif, serta menyediakan learning analytics yang mendukung pengambilan keputusan instruksional berbasis data. Namun, penerapannya di MI masih menghadapi kendala serius berupa keterbatasan infrastruktur digital, rendahnya literasi dan kesiapan guru, serta isu etika dan nilai Islami. Berbagai model relevan, seperti ChatGPT, chatbot, Bing AI, menawarkan solusi kontekstual, tetapi efektivitasnya sangat dipengaruhi oleh desain pedagogis, dukungan institusional, dan ketersediaan sumber daya. Implikasi penggunaan AI menegaskan perlunya reformasi profesionalisme guru, kurikulum yang lebih adaptif, tata kelola data yang aman, serta pengembangan kerangka etika berbasis maqāṣid al-sharī‘ah agar selaras dengan visi pendidikan Islam. Dengan demikian, integrasi AI di MI tidak sekadar inovasi teknologis, melainkan harus diposisikan sebagai bagian dari reformasi pendidikan yang holistik, etis, dan berkelanjutan. Kajian ini berkontribusi dalam menyediakan peta literatur komprehensif serta rekomendasi praktis bagi guru, pembuat kebijakan, dan pemangku kepentingan untuk mendukung transformasi digital madrasah yang inklusif dan berkeadilan.
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References
Agusdianita, N., Dalifa, Supriatna, I., Izzania, R. D. S. M., & Yusnia. (2025). Penerapan Pembelajaran Berdiferensiasi Pada Kurikulum Merdeka. Badranaya: Jurnal Pengabdian Kepada Masyarakat, 3(1), 23–29. https://doi.org/10.31980/badranaya.v3i1.2354
Albadarin, Y., Saqr, M., Pope, N., & Tukiainen, M. (2024). A systematic literature review of empirical research on ChatGPT in education. Discover Education, 3(1). https://doi.org/10.1007/s44217-024-00138-2
Aldwinarta, F. H., Nurdiana, R., & Sulistina, O. (2024). Media Pembelajaran Berbasis AI Chatbot pada Materi Termokimia di SMA Apakah Dibutuhkan? Jurnal Inovasi Pendidikan Kimia, 18(1), 1–6. https://doi.org/10.15294/jipk.v18i1.49044
Alférez-Pastor, M., Collado-Soler, R., Lérida-Ayala, V., Manzano-León, A., Aguilar-Parra, J. M., & Trigueros, R. (2023). Training Digital Competencies in Future Primary School Teachers: A Systematic Review. Education Sciences, 13(5). https://doi.org/10.3390/educsci13050461
Alfian, A., Santoso, I., & Saputra, D. S. (2025). Developing and Validating a Digital Literacy Assessment Tool for Indonesian Primary Education. AL-ISHLAH: Jurnal Pendidikan, 17(2), 2923–2937. https://doi.org/10.35445/alishlah.v17i2.7741
Alfredo, R., Echeverria, V., Jin, Y., Yan, L., Swiecki, Z., Gašević, D., & Martinez-Maldonado, R. (2024). Human-centred learning analytics and AI in education: A systematic literature review. Computers and Education: Artificial Intelligence, 6(December 2023). https://doi.org/10.1016/j.caeai.2024.100215
Anam, R. S., Gumilar, S., Ainie, I. N., & Wibowo, F. A. (2025). Tren dan Tantangan Penerapan Kecerdasan Buatan dalam Pendidikan: Analisis Artikel pada Jurnal Terakreditasi Nasional. Kalam Cendekia: Jurnal Ilmiah Kependidikan, 13, 1–23.
Arnolus Juantri E. Oktavianus, Lamhot Naibaho, & Djoys Anneke Rantung. (2023). Pemanfaatan Artificial Intelligence pada Pembelajaran dan Asesmen di Era Digitalisasi. Jurnal Kridatama Sains Dan Teknologi, 05(2), 473–476.
Ayanwale, M. A., Sanusi, I. T., Adelana, O. P., Aruleba, K. D., & Oyelere, S. S. (2022). Teachers’ readiness and intention to teach artificial intelligence in schools. Computers and Education: Artificial Intelligence, 3(August), 100099. https://doi.org/10.1016/j.caeai.2022.100099
Clinton-Lisell, V., & Litzinger, C. (2024). Is it really a neuromyth? A meta-analysis of the learning styles matching hypothesis. Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1428732
Cosmas Luckyson Zavazava. (2023). Connecting every school in Indonesia: A bespoke implementation framework. International Telecommunication Union, Switzerland.
Crompton, H., & Burke, D. (2023). Artificial intelligence in higher education: the state of the field. International Journal of Educational Technology in Higher Education, 20(1). https://doi.org/10.1186/s41239-023-00392-8
Dani Oktarian, M.Faiz Hakim, & M.Minanullah Muhtadi. (2025). Transformasi Pembelajaran Melalui AI dan Platform Digital: Inovasi Teknologi Pendidikan. Journal Innovation In Education, 3(2), 246–259. https://doi.org/10.59841/inoved.v3i2.2880
Deng, R., Jiang, M., Yu, X., Lu, Y., & Liu, S. (2025). Does ChatGPT enhance student learning? A systematic review and meta-analysis of experimental studies. Computers and Education, 227(August 2024), 105224. https://doi.org/10.1016/j.compedu.2024.105224
Diah Khoirohnissah. (2023). Digital Transformation in Indonesian Religious Education: A Case Study of Madrasah Management at Kemenag Sleman. Journal of Islamic Education Management Research, 1(2), 189–197. https://doi.org/10.14421/jiemr.2023.12-10
Elice, D., Patimah, S., Pahrudin, A., Koderi, Fauzan, A., & Yustiasari Liriwati, F. (2025). Development of Abacus Training Management in the Artificial Intelligence Era. Munaddhomah, 6(2), 267–280. https://doi.org/10.31538/munaddhomah.v6i2.1719
Enjang Yusup Ali, Rana Gustian Nugraha, & Bagja Nugraha. (2025). The Effectiveness of AI-Based Education Management Systems in Implementing Deep Learning Curriculum in Elementary Schools. Journal of Integrated Elementary Education, 5(2), 339–352. https://doi.org/10.21580/jieed.v5i2.28004
Fauziah, G. E., & Rohmawati, A. (2025). Peningkatan Kompetensi Digital Guru MI melalui Pelatihan Pemanfaatan Teknologi dalam Pembelajaran. 1(1), 1–12.
Granström, M., & Oppi, P. (2025). Assessing teachers’ readiness and perceived usefulness of AI in education: an Estonian perspective. Frontiers in Education, 10(June), 1–10. https://doi.org/10.3389/feduc.2025.1622240
Hafizah, N. (2023). Media Pembelajaran Digital Generasi Alpha Era Society 5.0 Pada Kurikulum Merdeka. Al-Madrasah: Jurnal Pendidikan Madrasah Ibtidaiyah, 7(4), 1675. https://doi.org/10.35931/am.v7i4.2699
Hennelly, M. L., & Ctori, I. (2023). Technology in education. In Community Eye Health Journal (Vol. 35, Issue 114). https://doi.org/10.47413/vidya.v2i2.197
Holmes, W., & Porayska-Pomsta, K. (2022). The Ethics of Artificial Intelligence in Education. ADM: Jurnal Abdi Dosen Dan Mahasiswa, 3Stei, Uma(1), 65–71. https://doi.org/10.4324/9780429329067
Ika Sari, G., Winasis, S., Pratiwi, I., Wildan Nuryanto, U., & Basrowi. (2024). Strengthening digital literacy in Indonesia: Collaboration, innovation, and sustainability education. Social Sciences and Humanities Open, 10(May), 101100. https://doi.org/10.1016/j.ssaho.2024.101100
Karengga, F. I., & Suti’ah. (2025). Analisis Tantangan Pengembangan Media Serta Bahan Ajar Berbasis Teknologi Dalam Peningkatan Kompetensi Literasi Digital Siswa Mi. MUBTADI: Jurnal Pendidikan Ibtidaiyah, 6(2), 156–169. https://doi.org/10.19105/mubtadi.v6i2.17153
Kasman, R. A., & Elmiwati. (2024). ARTIFICIAL INTELLIGENCE IN THE CLASSROOM: INNOVATION OR DISRUPTION IN EDUCATION. 4(02), 7823–7830.
Kasman Risqah Amaliah, Suhada H, Umurohmi Ulfah, & Amer Mohammad Ahmad Bani. (2024). Facing The Digital Era: A Comprehensive Transformation Of Madrasas Through Technology. Indonesian Journal of Education, 4(2), 337–350.
Khairina, N., Cilliers, J., Dini, I., & Yarrow, N. (2022). The Digital Future of Teacher Training in Indonesia. The Digital Future of Teacher Training in Indonesia, February. https://doi.org/10.1596/37218
Khor, E. T., & K, M. (2023). A Systematic Review of the Role of Learning Analytics in Supporting Personalized Learning. Education Sciences, 14(1). https://doi.org/10.3390/educsci14010051
Koderi, Sufian, M., & Erlina. (2023). Developing Lampung Local Wisdom Film of Arabic Communication Skills for Madrasah Tsanawiyah Students. International Journal of Information and Education Technology, 13(12), 2004–2013. https://doi.org/10.18178/ijiet.2023.13.12.2015
Kritandani, W., Aryani, R., & Rakasiwi, T. (2024). A Report Review: Artificial Intelligence and the Future of Teaching and Learning. International Research-Based Education Journal, 6(2), 245. https://doi.org/10.17977/um043v6i2p245-253
Kulsum, U., Bahrissalim, B., Khadijah, S., Fauzan, F., & Arifin, F. (2024). Character-Based Digital Curriculum and Learning: A Case Study in Madrasah Ibtidaiyah and Elementary Schools. Journal of Integrated Elementary Education, 4(2), 274–288. https://doi.org/10.21580/jieed.v4i2.23024
Lin, C. C., Huang, A. Y. Q., & Lu, O. H. T. (2023). Artificial intelligence in intelligent tutoring systems toward sustainable education: a systematic review. Smart Learning Environments, 10(1). https://doi.org/10.1186/s40561-023-00260-y
Mahsusi, Hudaa, S., Fahmi, M., Kusen, Haryanti, N. D., & Wajdi, M. B. N. (2024). Achieving excellence: the role of digital transformation in madrasah management and Islamic culture. Cogent Arts and Humanities, 11(1). https://doi.org/10.1080/23311983.2024.2304407
Martin, F., Zhuang, M., & Schaefer, D. (2024). Systematic review of research on artificial intelligence in K-12 education (2017–2022). Computers and Education: Artificial Intelligence, 6(December 2023), 100195. https://doi.org/10.1016/j.caeai.2023.100195
Matthew, McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. Bmj, 372. https://doi.org/10.1136/bmj.n71
Mukarom, Z., Heriyanto, I., Hermansyah, Y., Baehaqi, A., Yudiyanto, M., & Setiawan, B. (2023). Integration of Ai in Islamic Education: Ethical Opportunities and Challenges. Review and Technology, 2023(2), 158–165.
Mustafa, M. Y., Tlili, A., Lampropoulos, G., Huang, R., Jandrić, P., Zhao, J., Salha, S., Xu, L., Panda, S., Kinshuk, López-Pernas, S., & Saqr, M. (2024). A systematic review of literature reviews on artificial intelligence in education (AIED): a roadmap to a future research agenda. In Smart Learning Environments (Vol. 11, Issue 1). Springer Nature Singapore. https://doi.org/10.1186/s40561-024-00350-5
Newton, P. M., & Salvi, A. (2020). How Common Is Belief in the Learning Styles Neuromyth, and Does It Matter? A Pragmatic Systematic Review. Frontiers in Education, 5(December). https://doi.org/10.3389/feduc.2020.602451
Pabbajah, M., Hassan, Z. Bin, & Widyanti, R. N. (2025). Unpreparedness of Indonesian Madrasah Teachers in Utilizing Technology for Digital Religious Learning-Teaching. 16(1), 1–15.
Paolucci, C., Vancini, S., Bex, R. T., Cavanaugh, C., Salama, C., & de Araujo, Z. (2024). A review of learning analytics opportunities and challenges for K-12 education. Heliyon, 10(4), e25767. https://doi.org/10.1016/j.heliyon.2024.e25767
Park, Y., & Doo, M. Y. (2024). Role of AI in Blended Learning: A Systematic Literature Review. International Review of Research in Open and Distributed Learning, 25(1), 164–196. https://doi.org/10.19173/irrodl.v25i1.7566
Purnomo, P., Hadiapurwa, A., Wahyudin, U., Pratama, Y. L., & Alawiyah, T. (2024). Effectiveness Of A Blended Learning Model on Artificial Intelligence Knowledge in Digital Competency Training for Non-Formal Education Teachers. Lembaran Ilmu Kependidikan, 53(2), 205–212. https://journal.unnes.ac.id/journals/LIK
Reiman, A., Kaivo-oja, J., Parviainen, E., Takala, E. P., & Lauraeus, T. (2021). Human factors and ergonomics in manufacturing in the industry 4.0 context – A scoping review. Technology in Society, 65(March), 101572. https://doi.org/10.1016/j.techsoc.2021.101572
Rozi, F., & Najiyah, I. (2025). Pemanfaatan Aplikasi Berbasis Kecerdasan Buatan dalam Mengembangkan Literasi Digital di Madrasah. Al-Madrasah Jurnal Pendidikan Madrasah Ibtidaiyah, 9(2), 1109. https://doi.org/10.35931/am.v9i2.4951
Sari, J. P., Setio, J., Satria, R., Oviyanti, F., & Maryamah, M. (2024). Tantangan Madrasah Di Era Digital: Transformasi Pendidikan Agama Islam Dalam Konteks Teknologi. Jurnal Mudarrisuna: Media Kajian Pendidikan Agama Islam, 14(2), 211. https://doi.org/10.22373/jm.v14i2.23489
Sari, M. F., Koderi, K., Sagala, R., & Mizan, A. N. (2025). Literature Review : Penggunaan Teknologi Media Artificial Intellingence Chatgpt Untuk Pembelajaran Bahasa Arab Di Madrasah Aliyah. LEARNING : Jurnal Inovasi Penelitian Pendidikan Dan Pembelajaran, 5(2), 560–569. https://doi.org/10.51878/learning.v5i2.4911
Shemshack, A., & Spector, J. M. (2020). A systematic literature review of personalized learning terms. Smart Learning Environments, 7(1). https://doi.org/10.1186/s40561-020-00140-9
Sofyan Setiyawan, Agus Wahyudin, & Amir Mahmud. (2025). Determinants of Behavioral Intention to Use Generative Artificial Intelligence on Economics Teachers in Semarang. Journal of Economic Education, 14(1), 133–148. https://doi.org/10.15294/jeec.v14i1.20952
Sortwell, A., Trimble, K., Ferraz, R., Geelan, D. R., Hine, G., Ramirez-Campillo, R., Carter-Thuiller, B., Gkintoni, E., & Xuan, Q. (2024). A Systematic Review of Meta-Analyses on the Impact of Formative Assessment on K-12 Students’ Learning: Toward Sustainable Quality Education. Sustainability (Switzerland), 16(17). https://doi.org/10.3390/su16177826
Tan, X., Cheng, G., & Ling, M. H. (2025). Artificial intelligence in teaching and teacher professional development: A systematic review. Computers and Education: Artificial Intelligence, 8(October 2024), 100355. https://doi.org/10.1016/j.caeai.2024.100355
Togatorop, N., Muslimah, C. C., & Lasmi, T. (2025). Challenges in Educational Management for Implementing Digitalization in Schools. 3(1), 17–22. https://doi.org/10.61220/ijepp.v3i1.0258
Wang, H., Tlili, A., Huang, R., Cai, Z., Li, M., Cheng, Z., Yang, D., Li, M., Zhu, X., & Fei, C. (2023). Examining the applications of intelligent tutoring systems in real educational contexts: A systematic literature review from the social experiment perspective. In Education and Information Technologies (Vol. 28, Issue 7). Springer US. https://doi.org/10.1007/s10639-022-11555-x
Wang, S., Wang, F., Zhu, Z., Wang, J., Tran, T., & Du, Z. (2024). Artificial intelligence in education: A systematic literature review. Expert Systems with Applications, 252(PA), 124167. https://doi.org/10.1016/j.eswa.2024.124167
Yanto, M., Sa, M., Rizqiyah, N., Agama Islam Negeri Madura, I., Kunci, K., Pendidikan, P., Buatan, K., Belajar, K., Siswa, M., & Adaptif, P. (2025). ENTITA: Jurnal Pendidikan Ilmu Pengetahuan Sosial dan Ilmu-Ilmu Sosial Personalisasi Pendidikan Berbasis AI dalam Meningkatkan Kualitas Belajar Siswa. https://doi.org/10.19105/ejpis.v1i.19116
Yusuf, F. A. (2025). Trends, Advantages, and Challenges: A Systematic Literature Review of Artificial Intelligence in Design Education. Journal of Educational and Social Research, 15(4), 401–417. https://doi.org/10.36941/jesr-2025-0147
Zulaikha, S., Fadholi, M., Sururi, S., Syahril, S., Jamil, S. N., & Ariyanti, P. N. (2025). “Bridging the digital divide”: Assessing and advancing teachers’ digital literacy across Indonesian provinces. Journal of Educational Management and Instruction (JEMIN), 5(1), 195–212. https://doi.org/10.22515/jemin.v5i1.11586