Humanity or Algorithm? Reconstructing Islamic Educational Thought amid AI Ethics and Multicultural Transformation: A Meta Analysis
DOI:
https://doi.org/10.33474/multikultural.v9i1.25649Keywords:
Artificial Intelligence, Educational Reconstruction, Hybrid Thematic SWOT, Islamic Educational Thought, Meta Analysis, Multicultural TransformationAbstract
AI's influence in education introduces fresh ethical challenges, such as algorithmic bias, dehumanization, and cultural homogeneity. From the perspective of Islamic educational thought, these challenges are increasingly more complex because it has to be in line with spiritual and moral aspects and technological demands. This study is designed to re-invent the thought of Islamic education in the middle of AI ethics and multicultural transformation. A qualitative meta-analysis approach was carried out using the Hybrid Thematic SWOT (HTSWOT) method, with 82 literatures obtained from international databases (2015-2026) that have been indexed in Scopus. Thematic coding, axial categorization, SWOT mapping and philosophical reconstruction were used for analysis of data. The results show four thematic tensions which are algorithmic rationality, spiritual-humanistic education; multicultural inclusivity, digital bias and cultural homogenization; ethical AI governance, technocapitalistic educational control; and opportunities for reconstructing Islamic education through values-based technology adaptation. The SWOT analysis shows that Islam has its strengths in its moral basis (adab, amanah, rahmah) and weaknesses in structural aspects (infrastructure and digital illiteracy). Some key opportunities are global AI ethics leadership and accommodative policies, and the most significant threats are digital colonialism, dehumanization, and surveillance capitalism. The main theoretical contribution of the research is the establishment of an AI ethics concept based on Islamic values, and a reconstructive framework that combines adab, contextual interpretation and shura. From a practical standpoint, this study offers insights for Islamic educational institutions, teachers, and policy makers to engage with AI in an ethical and inclusive way.
References
Abubakari, M. S. (2024). Perceived compatibility and students’ intention to adopt digital technologies in Islamic education institutions. Cogent Education, 11(1). https://doi.org/10.1080/2331186X.2024.2430869
Abubakari, M. S., Shafik, W., & Hidayatullah, A. F. (2024). Evaluating the potential of artificial intelligence in islamic religious education: A SWOT analysis overview. In AI-Enhanced Teaching Methods (pp. 216–239). https://doi.org/10.4018/979-8-3693-2728-9.ch010
Achruh, A., Rapi, M., Rusdi, M., & Idris, R. (2024). Challenges and opportunities of artificial intelligence adoption in Islamic education in Indonesian higher education institutions. International Journal of Learning, Teaching and Educational Research, 23(11), 423–443. https://doi.org/10.26803/ijlter.23.11.22
Aderibigbe, S. A., Idriz, M., Alzouebi, K., AlOthman, H., Hamdi, W. B., & Companioni, A. A. (2023). Fostering tolerance and respect for diversity through the fundamentals of Islamic education. Religions, 14(2). https://doi.org/10.3390/rel14020212
Ahmed, A., Ali, N., Alzubaidi, M., Zaghouani, W., Abd-alrazaq, A., & Househ, M. (2022). Arabic chatbot technologies: A scoping review. Computer Methods and Programs in Biomedicine Update, 2, 100057. https://doi.org/10.1016/j.cmpbup.2022.100057
Akgun, S., & Greenhow, C. (2022). Artificial intelligence in education: Addressing ethical challenges in K-12 settings. AI and Ethics, 2(3), 431–440. https://doi.org/10.1007/s43681-021-00096-7
Al-Attas, S. M. N. (1993). The concept of education in Islam. In Comparative Secularisms in a Global Age. https://ia801808.us.archive.org/23/items/islam-and-secularism-al-attas/Islam-and-Secularism al attas.pdf
Al-Faruqi, I. R. (1982). Islamic Thought and Culture. International Institute of Islāmic Thought. https://books.google.co.id/books?id=UgNgCgAAQBAJ
Al-Okaily, M. (2025). ChatGPT as an educational resource for accounting students: expanding the classical TAM model. Education and Information Technologies, 30(12), 16671–16685. https://doi.org/10.1007/s10639-025-13391-1
Alexsius Pardosi, V. B., Xu, S., Umurohmi, U., Nurdiana, N., & Sabur, F. (2024). Implementation of an artificial intelligence based learning management system for adaptive learning. Al-Fikrah: Jurnal Manajemen Pendidikan, 12(1), 149. https://doi.org/10.31958/jaf.v12i1.12548
Ali, N., Afwadzi, B., Abdullah, I., & Mukmin, M. I. (2021). Interreligious literacy learning as a counter-radicalization method: A new trend among institutions of Islamic higher education in Indonesia. Islam and Christian-Muslim Relations, 32(4), 383–405. https://doi.org/10.1080/09596410.2021.1996978
Aljameel, S. S., O’Shea, J. D., Crockett, K. A., Latham, A., & Kaleem, M. (2017). Development of an Arabic conversational intelligent tutoring system for education of children with ASD. 2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2017 - Proceedings, 24–29. https://doi.org/10.1109/CIVEMSA.2017.7995296
AllahRakha, N. (2024). UNESCO’s AI ethics principles: Challenges and opportunities. International Journal of Law and Policy, 2(9), 24–36. https://doi.org/10.59022/ijlp.225
Amrane-Cooper, L., Hatzipanagos, S., Marr, L., & Tait, A. (2024). Online assessment and artificial intelligence: Beyond the false dilemma of heaven or hell. Open Praxis, 16(4), 687–695. https://doi.org/10.55982/openpraxis.16.4.752
Banks, J. A. (2017). An introduction to multicultural education (Sixth edition). In Mental Health Practice (Vol. 3). https://ucarecdn.com/d82827b2-9e39-40fe-a717-a1aca81ce4a9/
Benzaghta, M. A., Elwalda, A., Mousa, M., Erkan, I., & Rahman, M. (2021). SWOT analysis applications: An integrative literature review. Journal of Global Business Insights, 6(1), 55–73. https://doi.org/10.5038/2640-6489.6.1.1148
Boyatzis, R. E. (1998). Transforming qualitative information thematic analysis and code development. Sage Publications
Braun, V., & Clarke, V. (2006). Qualitative research in psychology using thematic analysis in psychology Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. http://www.tandfonline.com/action/journalInformation?journalCode=uqrp20%5Cnhttp://www.tandfonline.com/action/journalInformation?journalCode=uqrp20
Chanifah, N., Hanafi, Y., Mahfud, C., & Samsudin, A. (2021). Designing a spirituality-based Islamic education framework for young muslim generations: a case study from two Indonesian universities. Higher Education Pedagogies, 6(1), 195–211. https://doi.org/10.1080/23752696.2021.1960879
Couldry, N., & Mejias, U. A. (2019). Data colonialism: Rethinking big data’s relation to the contemporary subject. Television and New Media, 20(4), 336–349. https://doi.org/10.1177/1527476418796632
Elmahjub, E. (2023). Artificial Intelligence (AI) in Islamic ethics: Towards pluralist ethical benchmarking for AI. Philosophy & Technology, 36(4), 73. https://doi.org/10.1007/s13347-023-00668-x
Fereday, J., & Muir-Cochrane, E. (2006). Demonstrating rigor using thematic analysis: A hybrid approach of inductive and deductive coding and theme development. International Journal of Qualitative Methods , 5(1), 80–92. https://doi.org/10.1177/160940690600500107
Finfgeld-Connett, D. (2018). A guide to qualitative meta-synthesis. Routledge. https://doi.org/10.4324/9781351212793
Gaber, S. A., Shahat, H. A., Alkhateeb, I. A., Al Hasan, S. A., Alqatam, M. A., Almughyirah, S. M., & Kamel, M. K. (2023). Faculty members’ awareness of artificial intelligence and its relationship to technology acceptance and digital competencies at King Faisal University. International Journal of Learning, Teaching and Educational Research, 22(7), 473–496. https://doi.org/10.26803/ijlter.22.7.25
Gombert, S., Fink, A., Giorgashvili, T., Jivet, I., Di Mitri, D., Yau, J., Frey, A., & Drachsler, H. (2024). From the automated assessment of student essay content to highly informative feedback: A case study. International Journal of Artificial Intelligence in Education, 34(4), 1378–1416. https://doi.org/10.1007/s40593-023-00387-6
Goreta, G., Wibawa, B., & Siregar, E. (2024). Analysis of artificial intelligence ethics & policy in education. Proceedings of the 7th International Conference on Learning Innovation and Quality Education, 949–961. https://doi.org/10.2991/978-2-38476-301-6_92
Habibi, M. W., Jiyane, L., & Özşen, Z. (2024). Learning revolution: The positive impact of computer simulations on science achievement in madrasah ibtidaiyah. Journal of Educational Technology and Learning Creativity, 2(1), 13–19. https://doi.org/10.37251/jetlc.v2i1.976
Halstead, J. M. (1999). Moral education in family life: The effects of diversity. Journal of Moral Education, 28(3), 265–281. https://doi.org/10.1080/030572499103070
Halstead, J. M. (2007). Islamic values: A distinctive framework for moral education? Journal of Moral Education, 36(3), 283–296. https://doi.org/10.1080/03057240701643056
Han, L., Long, X., & Wang, K. (2024). The analysis of educational informatization management learning model under the internet of things and artificial intelligence. Scientific Reports, 14(1), 17811. https://doi.org/10.1038/s41598-024-68963-x
Handayani, V., Lukman Budiono, F., Rosyada, D., Nisa Sofia Amriza, R., Zulkifli, & Ummi Masruroh, S. (2020). Gamified learning platform analysis for designing a gamification-based UI / UX of e-learning applications: A systematic literature review. 2020 8th International Conference on Cyber and IT Service Management, CITSM 2020, 1–5. https://doi.org/10.1109/CITSM50537.2020.9268791
Higgins, J. P. T. (2019). Cochrane handbook for systematic reviews of interventions. In Cochrane Handbook for Systematic Reviews of Interventions. https://doi.org/10.1002/9781119536604
Hoffmann, C. P., Lutz, C., & Ranzini, G. (2024). Inequalities in privacy cynicism: An intersectional analysis of agency constraints. Big Data and Society, 11(1). https://doi.org/10.1177/20539517241232629
Holmes, W., & Porayska-Pomsta, K. (2022). The ethics of artificial intelligence in education: Practices, challenges, and debates. The Ethics of Artificial Intelligence in Education: Practices, Challenges, and Debates. https://doi.org/10.4324/9780429329067
Hong, Q. N., Fàbregues, S., Bartlett, G., Boardman, F., Cargo, M., Dagenais, P., Gagnon, M. P., Griffiths, F., Nicolau, B., O’Cathain, A., Rousseau, M. C., Vedel, I., & Pluye, P. (2018). The Mixed Methods Appraisal Tool (MMAT) version 2018 for information professionals and researchers. Education for Information, 34(4), 285–291. https://doi.org/10.3233/EFI-180221
Huda, M., & Bakar, A. (2024). Culturally responsive and communicative teaching for multicultural integration: qualitative analysis from public secondary school. Qualitative Research Journal, 24(4), 434–453. https://doi.org/10.1108/QRJ-07-2023-0123
Kizilcec, R. F., & Lee, H. (2022). Algorithmic fairness in education. The Ethics of Artificial Intelligence in Education: Practices, Challenges, and Debates, 174–202. https://doi.org/10.4324/9780429329067-10
Kosasih, A., Supriyadi, T., Firmansyah, M. I., & Rahminawati, N. (2022). Higher-order thinking skills in primary school: Teachers’ perceptions of Islamic education. Journal of Ethnic and Cultural Studies, 9(1), 56–76. https://doi.org/10.29333/ejecs/994
Kosim, M., Muqoddam, F., Mubarok, F., & Laila, N. Q. (2023). The dynamics of Islamic education policies in Indonesia. Cogent Education, 10(1). https://doi.org/10.1080/2331186X.2023.2172930
Lin, Y., & Yu, Z. (2025). An integrated bibliometric analysis and systematic review modelling students’ technostress in higher education. Behaviour and Information Technology, 44(4), 631–655. https://doi.org/10.1080/0144929X.2024.2332458
Lissitsa, S. (2025). Generations X, Y, Z: The effects of personal and positional inequalities on critical thinking digital skills. Online Information Review, 49(1), 35–54. https://doi.org/10.1108/OIR-09-2023-0453
Lockwood, C., Munn, Z., & Porritt, K. (2015). Qualitative research synthesis. International Journal of Evidence-Based Healthcare, 13(3), 179–187. https://doi.org/10.1097/XEB.0000000000000062
Mariyono, D. (2024a). Multicultural values: meeting point of two forces in developing Islamic education. Quality Education for All, 1(1), 46–69. https://doi.org/10.1108/QEA-02-2024-0018
Mariyono, D. (2024b). Indonesian mosaic: the essential need for multicultural education. Quality Education for All, 1(1), 301–325. https://doi.org/10.1108/QEA-05-2024-0042
Mariyono, D., & Alif Hidayatullah, A. N. (2025). Navigating the moral maze: Ethical challenges and opportunities of generative chatbots in global higher education. Applied Computational Intelligence and Soft Computing, 2025(1). https://doi.org/10.1155/acis/8584141
Martinez-Requejo, S., Redondo-Duarte, S., Jiménez-García, E., & Ruiz-Lázaro, J. (2025). Technoethics and the use of artificial intelligence in educational contexts: Reflections on integrity, transparency, and equity (pp. 225–250). IGI Global. https://doi.org/10.4018/979-8-3373-0122-8.ch010
Mhlanga, D. (2023). FinTech and artificial intelligence for sustainable development: The role of smart technologies in achieving development goals. Sustainable Development Goals Series, 2798. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-37776-1
Mousavinasab, E., Zarifsanaiey, N., R. Niakan Kalhori, S., Rakhshan, M., Keikha, L., & Ghazi Saeedi, M. (2021). Intelligent tutoring systems: A systematic review of characteristics, applications, and evaluation methods. Interactive Learning Environments, 29(1), 142–163. https://doi.org/10.1080/10494820.2018.1558257
Muhamad, N., Huda, M., Hashim, A., Tabrani, Z. A., & Maárif, M. A. (2024). Managing technology integration for teaching strategy: Public school educators’ beliefs and practices. Lecture Notes in Networks and Systems, 908, 385–400. https://doi.org/10.1007/978-981-97-0210-7_31
Mulaudzi, L. V., & Hamilton, J. (2025). Lecturer’s perspective on the role of AI in personalized learning: Benefits, challenges, and ethical considerations in higher education. Journal of Academic Ethics, 23(4), 1571–1591. https://doi.org/10.1007/s10805-025-09615-1
Mulyana, R. (2023). Religious moderation in Islamic religious educatiotextbook and implementation in Indonesia. Hts Teologiese Studies Theological Studies, 79(1). https://doi.org/10.4102/HTS.V79I1.8592
Mumtaz, N. M., Muafiah, E., & Witro, D. (2024). Educational policy analysis: Examining pesantren policies and their implications on the independence of kyai and pesantren in the contemporary era. Jurnal Pendidikan Agama Islam, 21(2), 287–306. https://doi.org/10.14421/jpai.v21i2.9612
Musolin, M. H., Serour, R. O. H., Siregar, M., Hamid, S. A., Ismail, A., Huda, M., & Rohim, M. A. (2024). Developing personalised Islamic learning in digital age: Pedagogical and technological integration for open learning resources (OLR). Lecture Notes in Networks and Systems, 1004 LNNS, 11–25. https://doi.org/10.1007/978-981-97-3305-7_2
Obia, V. (2023). The costs of connection: How data is colonizing human life and appropriating it for capitalism. Information, Communication & Society, 26(9), 1908–1910. https://doi.org/10.1080/1369118x.2022.2062254
Othman, M. K., & Ching, S. K. (2024). Gamifying science education: How board games enhances engagement, motivate and develop social interaction, and learning. Education and Information Technologies, 29(18), 24525–24561. https://doi.org/10.1007/s10639-024-12818-5
Page, M. J., 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
Papakostas, C. (2025). Augmented reality in religious education: A case study bridging tradition and innovation. Religious Education, 120(5), 456–472. https://doi.org/10.1080/00344087.2025.2528427
Paterson, B., Thorne, S., Canam, C., & Jillings, C. (2012). Meta-study of qualitative health research. Meta-Study of Qualitative Health Research. https://doi.org/10.4135/9781412985017
Pratama, A. I., & Muhammad, M. R. (2025). Artificial Intelligence in Islamic Education: Opportunities and challenges in the digital era. Madania: Jurnal Kajian Keislaman, 29(1), 133. https://doi.org/10.29300/madania.v29i1.7766
Rafida, T., Suwandi, S., & Ananda, R. (2024). EFL students’ perception in Indonesia and Taiwan on using artificial intelligence to enhance writing skills. Jurnal Ilmiah Peuradeun, 12(3), 987–1016. https://doi.org/10.26811/peuradeun.v12i3.1520
Ramle, M. R., & Huda, M. (2022). Between text and context: Understanding Ḥadīth through Asbab al Wurud. Religions, 13(2), 92. https://doi.org/10.3390/rel13020092
Remoto, J. P. (2024). ChatGPT and other AIs: Personal relief and limitations among mathematics-oriented learners. Environment and Social Psychology, 9(1). https://doi.org/10.54517/esp.v9i1.1911
Riyadi, A. R., Syaripudin, T., Kurniasih, Hendriani, A., Sutinah, C., & Sirojudin, M. A. (2024). ChatGPT and education: A Scopus bibliometric analysis. Proceedings of the International Conference on Teaching, Learning and Technology, 264–272. https://doi.org/10.2991/978-2-38476-206-4_30
Saada, N. (2021). The meanings and possible implications of critical Islamic religious education. British Journal of Religious Education, 43(2), 206–217. https://doi.org/10.1080/01416200.2020.1785844
Sahin, A. (2018). Critical issues in Islamic education studies: Rethinking Islamic and Western liberal secular values of education. Religions, 9(11), 1-27. https://doi.org/10.3390/rel9110335
Sari, R. C., Pranesti, A., Solikhatun, I., Nurbaiti, N., & Yuniarti, N. (2024). Cognitive overload in immersive virtual reality in education: More presence but less learnt? Education and Information Technologies, 29(10), 12887–12909. https://doi.org/10.1007/s10639-023-12379-z
Selwyn, N. (2019). Should robots replace teachers? AI and the future of education. John Wiley & Sons, Inc. Polity Press.
Shannaq, B., Adebiaye, R., Owusu, T., & Al-Zeidi, A. (2024). An intelligent online human-computer interaction tool for adapting educational content to diverse learning capabilities across Arab cultures: Challenges and strategies. Journal of Infrastructure Policy and Development, 8(9), 7172. https://doi.org/10.24294/jipd.v8i9.7172
Shannaq, B., Saleem, I., Alrawahi, S., Almhlawi, S., & Almaqbali, S. (2025). Enhancing student motivation and competencies: Integrating e-learning, technological literacy, and cultural alignment. Emerging Science Journal, 9(1), 451–467. https://doi.org/10.28991/ESJ-2025-09-01-025
Sozon, M., Mohammad Alkharabsheh, O. H., Fong, P. W., & Chuan, S. B. (2024). Cheating and plagiarism in higher education institutions (HEIs): A literature review. F1000Research, 13, 788. https://doi.org/10.12688/f1000research.147140.2
Susanto. (2022). Trends of educational technology (EdTech): Students’ perceptions of technology to improve the quality of Islamic higher education in Indonesia. International Journal of Learning Teaching and Educational Research, 21(6), 226–246. https://doi.org/10.26803/ijlter.21.6.14
Suyadi, Nuryana, Z., & Fauzi, N. A. F. (2020). The fiqh of disaster: The mitigation of Covid-19 in the perspective of Islamic education-neuroscience. International Journal of Disaster Risk Reduction, 51, 101848. https://doi.org/10.1016/j.ijdrr.2020.101848
Tariq, M. U. (2024). Enhancing students and learning achievement as 21st-century skills through transdisciplinary approaches. Transdisciplinary Approaches to Learning Outcomes in Higher Education, 220–257. https://doi.org/10.4018/979-8-3693-3699-1.ch007
Taufik, M. (2020). Strategic role of islamic religious education in strengthening character education in the era of industrial revolution 4.0. Jurnal Ilmiah Islam Futura, 20(1), 86–104. https://doi.org/10.22373/jiif.v20i1.5797
Ticona, J. (2021). The costs of connection: How data is colonizing human life and appropriating it for capitalism. Contemporary Sociology: A Journal of Reviews, 50(3), 115-224. https://doi.org/10.1177/00943061211006085g
Tong, D. H., Uyen, B. P., & Ngan, L. K. (2022). The effectiveness of blended learning on students’ academic achievement, self-study skills and learning attitudes: A quasi-experiment study in teaching the conventions for coordinates in the plane. Heliyon, 8(12), 1-11. https://doi.org/10.1016/j.heliyon.2022.e12657
UNESCO. (2021). AI and education: guidance for policy-makers. In AI and education: guidance for policy-makers. UNESCO Publishing. https://doi.org/10.54675/pcsp7350
Warsah, I. (2021). The impact of collaborative learning on learners’ critical thinking skills. International Journal of Instruction, 14(2), 443–460. https://doi.org/10.29333/iji.2021.14225a
Yaseen, H., Mohammad, A. S., Ashal, N., Abusaimeh, H., Ali, A., & Sharabati, A. A. A. (2025). The impact of adaptive learning technologies, personalized feedback, and interactive AI tools on student engagement: The moderating role of digital literacy. Sustainability (Switzerland), 17(3), 1133. https://doi.org/10.3390/su17031133
Yudiawan, A., Sunarso, B., Suharmoko, S., Sari, F., & Ahmadi, A. (2021). Successful online learning factors in COVID-19 era: Study of Islamic higher education in West Papua, Indonesia. International Journal of Evaluation and Research in Education (IJERE), 10(1), 193-201. https://doi.org/10.11591/ijere.v10i1.21036
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education – where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 1-39. https://doi.org/10.1186/s41239-019-0171-0
Zuboff, S. (2020). The age of surveillance capitalism: The fight for a human future at the new frontier of power. Yale Law Journal, 129(5), 50-56. https://doi.org/10.26522/brocked.v29i2.849
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