Artificial Intelligence for Teacher Professional Development in Islamic Education

A Systematic Literature Review and Future Competency Framework

Authors

  • Samirah Samirah STIT Ibnu Rusyd Tanah Grogot, Indonesia
  • Adiyono Adiyono STIT Ibnu Rusyd Tanah Grogot, Indonesia
  • Eka Nur Safitri STIT Ibnu Rusyd Tanah Grogot, Indonesia

DOI:

https://doi.org/10.21580/rjtpd.v3i02.33595

Abstract

The development of Artificial Intelligence (AI) has transformed educational practices, including the professional development of teachers who increasingly demand pedagogic, digital, reflective, and ethical competencies. Although research on AI in education is progressing rapidly, a synthesis that specifically examines the professional development of teachers in the context of Islamic education is still limited and has not yet resulted in a comprehensive conceptual framework. This research aims to analyze research trends, identify key themes, opportunities, challenges, and formulate the Future AI-Driven Teacher Professional Development Framework as a conceptual model for teacher professional development in the digital era. The study used the Systematic Literature Review (SLR) approach based on the PRISMA 2020 guidelines by searching the literature from the Scopus, Web of Science, ERIC, ScienceDirect, and SpringerLink databases. Of the 2,384 publications identified, 112 articles met the inclusion criteria and were analyzed through thematic synthesis. The results show that AI contributes to the improvement of digital competence, pedagogic innovation, continuous professional learning, reflective practices, and learning efficiency. However, its implementation still faces challenges in the form of teacher readiness, digital infrastructure gaps, ethical governance, and data protection. This research offers a Future AI-Driven Teacher Professional Development Framework that integrates six main dimensions, namely digital competence, pedagogic innovation, professional learning, AI ethical governance, reflective practices, and integration of Islamic values. The framework makes a theoretical contribution to the professional development of teachers as well as a reference for policy formulation, training programs, and the sustainable implementation of AI in Islamic education.

Downloads

Download data is not yet available.

References

Abdullah, M. A. (2017). Islamic studies in higher education in Indonesia: Challenges, impact and prospects for the world community. Al-Jami'ah: Journal of Islamic Studies, 55(2), 391-426. https://doi.org/10.14421/ajis.2017.552.391-426

Adiyono, A., Al Matari, A. S., Patimah, L., & AS, A. A. N. (2025). Can AI-Optimized YouTube Videos Enhance Islamic Religious Education? A Quantitative Study on Student Learning Outcomes. Jurnal Pendidikan Agama Islam, 22(1), 175-194. https://doi.org/10.14421/jpai.v22i1.11100

Adiyono, A., Hendawi, M., Sholeh, M., Sain, Z. H., AlBadawi, H., & Fuadiy, M. R. (2026). Human-AI Collaboration in Combatting Digital Fraud in Education: Strengthening Academic Integrity, Ethical Values, and Cybersecurity in Higher Education. In Safeguarding Educational Integrity Through Deepfake Face Detection (pp. 385-410). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-3770-8.ch017

Adiyono, A., Jasiah, J., Ritonga, M., & Al-Matari, A. S. (2024). ChatGPT and active learning: A new paradigm for student participation in the classroom. In Empowering Digital Education with ChatGPT (pp. 189-209). Chapman and Hall/CRC. https://doi.org/10.70376/r2ajk953

Ahmad, Z. A. (2025). The Role of Artificial Intelligence in Enhancing Pedagogical Methods in Modern Islamic Education. Journal of Hunan University Natural Sciences. https://doi.org/10.55463/issn.1674-2974.52.6.9

Ali, M. (2025). The Role of AI in Reshaping Medical Education: Opportunities and Challenges. The Clinical Teacher, 22. https://doi.org/10.1111/tct.70040

Aljemely, Y. (2024, October). Challenges and best practices in training teachers to utilize artificial intelligence: a systematic review. In Frontiers in Education (Vol. 9, p. 1470853). Frontiers Media SA. https://doi.org/10.3389/feduc.2024.1470853

Asal, M. G. R., Alsenany, S., Elzohairy, N., & El-Sayed, A. (2025). The impact of digital competence on pedagogical innovation among nurse educators: The moderating role of artificial intelligence readiness.. Nurse education in practice, 85, 104367 . https://doi.org/10.1016/j.nepr.2025.104367

Ayanwale, M. A., Adelana, O. P., Molefi, R. R., Adeeko, O., & Ishola, A. (2024). Examining artificial intelligence literacy among pre-service teachers for future classrooms. Computers and Education Open. https://doi.org/10.1016/j.caeo.2024.100179

Barrera Castro, G. P., Chiappe, A., Becerra Rodríguez, D. F., & Sepúlveda, F. (2024). Harnessing AI for Education 4.0: Drivers of Personalized Learning. Electronic Journal of e-Learning. https://doi.org/10.34190/ejel.22.5.3467

Bauer, E., Greiff, S., Graesser, A., Scheiter, K., & Sailer, M. (2025). Looking Beyond the Hype: Understanding the Effects of AI on Learning. Educational Psychology Review, 37. https://doi.org/10.1007/s10648-025-10020-8

Biagini, G. (2025). Towards an AI-Literate Future: A Systematic Literature Review Exploring Education, Ethics, and Applications. International Journal of Artificial Intelligence in Education, 35, 2616 - 2666. https://doi.org/10.1007/s40593-025-00466-w

Bond, M., Khosravi, H., De Laat, M., Bergdahl, N., Negrea, V., Oxley, E., Pham, P., Chong, S. W., & Siemens, G. (2024). A meta systematic review of artificial intelligence in higher education: a call for increased ethics, collaboration, and rigour. International Journal of Educational Technology in Higher Education, 21, 1-41. https://doi.org/10.1186/s41239-023-00436-z

Bouguettaya, S., Pupo, F., Chen, M., & Fortino, G. (2025). A Meta-Survey of Generative AI in Education: Trends, Challenges, and Research Directions. Big Data Cogn. Comput., 9, 237. https://doi.org/10.3390/bdcc9090237

Chee, H., Ahn, S., & Lee, J. (2024). A Competency Framework for AI Literacy: Variations by Different Learner Groups and an Implied Learning Pathway. Br. J. Educ. Technol., 56, 2146-2182. https://doi.org/10.1111/bjet.13556

Cholil, M. C. A. (2025). Improving Learning Outcomes through the Problem Based Learning Model in Islamic Education Subjects in Elementary Schools. Research Journal on Teacher Professional Development, 3(01), 59-67. https://doi.org/10.21580/rjtpd.v3i01.24854

Daher, R. (2025). Integrating AI literacy into teacher education: a critical perspective paper. Discover Artificial Intelligence, 5. https://doi.org/10.1007/s44163-025-00475-7

Doğan, S., Nalbantoglu, U. Y., Çelik, I., & Dogan, N. A. (2025). Artificial intelligence professional development: a systematic review of TPACK, designs, and effects for teacher learning. Professional Development in Education, 51, 519 - 546. https://doi.org/10.1080/19415257.2025.2454457

Garzón, J., Patiño, E., & Marulanda, C. (2025). Systematic Review of Artificial Intelligence in Education: Trends, Benefits, and Challenges. Multimodal Technol. Interact., 9, 84. https://doi.org/10.3390/mti9080084

Giannakos, M. N., Azevedo, R., Brusilovsky, P., Cukurova, M., Dimitriadis, Y., Leo, D. H., Järvelä, S., Mavrikis, M., & Rienties, B. (2024). The promise and challenges of generative AI in education. Behaviour & Information Technology, 44, 2518 - 2544. https://doi.org/10.1080/0144929x.2024.2394886

Gordon, M., Daniel, M., Ajiboye, A., Uraiby, H., Xu, N. Y., Bartlett, R., Hanson, J., Haas, M., Spadafore, M. T., Grafton-Clarke, C., Gasiea, R. Y., Michie, C., Corral, J., Kwan, B., Dolmans, D., & Thammasitboon, S. (2024). A scoping review of artificial intelligence in medical education: BEME Guide No. 84. Medical Teacher, 46, 446 - 470. https://doi.org/10.1080/0142159x.2024.2314198

Haroud, S., & Saqri, N. (2025). Generative AI in Higher Education: Teachers’ and Students’ Perspectives on Support, Replacement, and Digital Literacy. Education Sciences. https://doi.org/10.3390/educsci15040396

Islam, A., Reksiana., Nata, A., Rosyada, D., Dinia, M., Rahiem, H., & Ugli, A. R. R. (2024). Digital Extension of Digital Literacy Competence for Islamic Religious Education Teachers in the Era of Digital Learning. Jurnal Pendidikan Agama Islam. https://doi.org/10.14421/jpai.v21i2.9719

Jumaidah, M., Adiyono, A., & Zahra, N. (2026). Toward a Value-Based Digital Religious Literacy Framework: Contextualizing Akidah-Akhlak in the Digital Era. Nuris Journal of Education and Islamic Studies, 6(1), 201-211.

Katsarou, D. V., & Angelidou, A. A. (2026). The Impact of ADHD on Children’s Language Development. Children, 13. https://doi.org/10.3390/children13020206

Kelley, M. J., & Wenzel, T. (2025). Advancing Artificial Intelligence Literacy in Teacher Education Through Professional Partnership Inquiry. Education Sciences. https://doi.org/10.3390/educsci15060659

Khurma, O. A., Ali, N., Almarashdi, H., Fidalgo, P., Alarabi, K., & Alkhalaileh, H. (2026). Sustainable AI Integration in Teacher Education: From Personalised Learning to Signature Pedagogies. Education Sciences. https://doi.org/10.3390/educsci16050786

Li, K., Wang, P., & Chen, G. (2025). How can AI be integrated into teacher professional development programs? A systematic review based on an adapted technology-based learning model. Teaching and Teacher Education, 168, 105219. https://doi.org/10.1016/j.tate.2025.105219

López-Meneses, E., López-Catalán, L., Pelícano-Piris, N., & Mellado-Moreno, P. C. (2025). Artificial Intelligence in Educational Data Mining and Human-in-the-Loop Machine Learning and Machine Teaching: Analysis of Scientific Knowledge. Applied Sciences. https://doi.org/10.3390/app15020772

Luo, J., Zheng, C., Yin, J., & Teo, H. (2025). Design and assessment of AI-based learning tools in higher education: a systematic review. International Journal of Educational Technology in Higher Education, 22. https://doi.org/10.1186/s41239-025-00540-2

Mah, D.-K., Groß, N., Egloffstein, M., & Prilop, C. N. (2026). Artificial intelligence in K-12 instruction: the role of teacher professional development. Smart Learning Environments, 13. https://doi.org/10.1186/s40561-026-00442-4

Meylani, R. (2024). Artificial Intelligence in the Education of Teachers: A Qualitative Synthesis of the Cutting-Edge Research Literature. Journal of Computer and Education Research. https://doi.org/10.18009/jcer.1477709

Mouta, A., Torrecilla-Sánchez, E. M., & Pinto-Llorente, A. M. (2024). Comprehensive professional learning for teacher agency in addressing ethical challenges of AIED: Insights from educational design research. Education and Information Technologies, 30, 3343 - 3387. https://doi.org/10.1007/s10639-024-12946-y

Musri, N. A., & Adiyono, A. (2023). Kompetensi Guru Mata Pelajaran Fiqih dalam Meningkatkan Keunikan Belajar. Jurnal Ilmu Manajemen dan Pendidikan, 3(1), 33-42. https://doi.org/10.30872/jimpian.v3i1.2203

Nasution, I., & Adiyono, A. (2026). Educational Management Before, During, and After Covid-19: A Prisma-Based Statistical Systematic Literature Review. Manajeria: Jurnal Ilmu Manajemen Pendidikan, 5(01), 81-97. https://doi.org/10.52431/manajeria.v5i01.4552

Papakostas, C. (2025). Artificial Intelligence in Religious Education: Ethical, Pedagogical, and Theological Perspectives. Religions. https://doi.org/10.3390/rel16050563

Posangi, S. S., Lundeto, A., Labaso, S., Anwar, H., & Damopolii, M. (2025). Enhancing Islamic Education Quality through Educational Supervision and ICT. Jurnal Ilmiah Peuradeun. https://doi.org/10.26811/peuradeun.v13i2.1955

Ren, X., & Wu, M. (2025). Examining Teaching Competencies and Challenges While Integrating Artificial Intelligence in Higher Education. TechTrends, 69, 519 - 538. https://doi.org/10.1007/s11528-025-01055-3

Rosmini, H., Ningsih, N., Murni, M., & Adiyono, A. (2024). Transformasi Kepemimpinan Kepala Sekolah pada Era Digital: Strategi Administrasi Pendidikan Berbasis Teknologi di Sekolah Menengah Pertama. Konstruktivisme: Jurnal Pendidikan dan Pembelajaran, 16(1), 165-180. https://doi.org/10.35457/konstruk.v16i1.3451

Rudolph, J., Ismail, F. M. M., & Popenici, S. A. D. (2024). Higher Education’s Generative Artificial Intelligence Paradox: The Meaning of Chatbot Mania. Journal of University Teaching and Learning Practice. https://doi.org/10.53761/54fs5e77

Saraya, A., Mardhatillah, A., Fitriani, E. N., & Adiyono, A. (2023). The role of islamic religious education teachers: problems in evaluating student learning outcomes in junior high schools. Dharmas Education Journal (DE_Journal), 4(2), 565-572. https://doi.org/10.56667/dejournal.v4i2.1060

Seo, K., Yoo, M., Dodson, S., & Jin, S.-H. (2024). Augmented teachers: K–12 teachers’ needs for artificial intelligence’s complementary role in personalized learning. Journal of Research on Technology in Education, 57, 876 - 893. https://doi.org/10.1080/15391523.2024.2330525

Sperling, K., Stenberg, C.-J., McGrath, C., Åkerfeldt, A., Heintz, F., & Stenliden, L. (2024). In search of artificial intelligence (AI) literacy in Teacher Education: A scoping review. Computers and Education Open. https://doi.org/10.1016/j.caeo.2024.100169

Suryanarayana, K. S., Kandi, V. P., Pavani, G., Rao, A. S., Rout, S., & Krishna, T. S. R. (2024). Artificial intelligence enhanced digital learning for the sustainability of education management system. The Journal of High Technology Management Research, 35(2), 100495. https://doi.org/10.1016/j.hitech.2024.100495

Tammets, K., & Ley, T. (2023). Integrating AI tools in teacher professional learning: a conceptual model and illustrative case. Frontiers in artificial intelligence, 6, 1255089. https://doi.org/10.3389/frai.2023.1255089

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, 100355. https://doi.org/10.1016/j.caeai.2024.100355

Topali, P., Haelermans, C., Molenaar, I., & Segers, E. (2025). Pedagogical considerations in the automation era: A systematic literature review of AIEd in K‐12 authentic settings. British Educational Research Journal. https://doi.org/10.1002/berj.4200

Trevisan, O., Christensen, R., Drossel, K., Friesen, S., Forkosh-Baruch, A., & Phillips, M. (2024). Drivers of Digital Realities for Ongoing Teacher Professional Learning. Technology, Knowledge and Learning, 29, 1851 - 1868. https://doi.org/10.1007/s10758-024-09771-0

Weng, X., Xia, Q., Gu, M., Rajaram, K., & Chiu, T. (2024). Assessment and learning outcomes for generative AI in higher education: A scoping review on current research status and trends. Australasian Journal of Educational Technology. https://doi.org/10.14742/ajet.9540

Yan, L., Greiff, S., Teuber, Z., & Gašević, D. (2024). Promises and challenges of generative artificial intelligence for human learning. Nature Human Behaviour, 8, 1839 - 1850. https://doi.org/10.1038/s41562-024-02004-5

Yue, M., Jong, M., & Ng, D. (2024). Understanding K–12 teachers’ technological pedagogical content knowledge readiness and attitudes toward artificial intelligence education. Education and Information Technologies, 29, 19505 - 19536. https://doi.org/10.1007/s10639-024-12621-2

Yugo, T. (2025). Improving the quality of islamic education through pesantren-based management in indonesia. Journal of Educational Research and Practice, 3(2), 238-254. https://doi.org/10.70376/jerp.v3i2.357

Zahra, I. A. F., Suja, M. A. R., Dinata, V. C., Naufal, I. M., & Anbiya, B. F. (2023). Analysis of differentiated learning using learning technology based on discovery learning model in elementary school. Research Journal on Teacher Professional Development, 1(2), 160-168. https://journal.walisongo.ac.id/index.php/rjtpd/article/view/18399

Zhai, X. (2024). Transforming Teachers’ Roles and Agencies in the Era of Generative AI: Perceptions, Acceptance, Knowledge, and Practices. Journal of Science Education and Technology, 34, 1323 - 1333. https://doi.org/10.1007/s10956-024-10174-0

Zou, D., Xie, H., & Kohnke, L. (2025). Navigating the Future: Establishing a Framework for Educators' Pedagogic Artificial Intelligence Competence. European Journal of Education. https://doi.org/10.1111/ejed.70117

Downloads

Published

2025-12-30

How to Cite

Samirah, S., Adiyono, A., & Safitri, E. N. (2025). Artificial Intelligence for Teacher Professional Development in Islamic Education: A Systematic Literature Review and Future Competency Framework. Research Journal on Teacher Professional Development, 3(02), 91–104. https://doi.org/10.21580/rjtpd.v3i02.33595