Humanity or Algorithm? Reconstructing Islamic Educational Thought amid AI Ethics and Multicultural Transformation: A Meta Analysis

Authors

  • As'aril Muhajir Universitas Islam Negeri Sayyid Ali Rahmatullah Tulungagung, Tulungagung

DOI:

https://doi.org/10.33474/multikultural.v9i1.25649

Keywords:

Artificial Intelligence, Educational Reconstruction, Hybrid Thematic SWOT, Islamic Educational Thought, Meta Analysis, Multicultural Transformation

Abstract

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

Downloads

Published

2025-02-09