Analisis Kesiapan Guru PAI Terhadap Adopsi Artificial Intelligence dalam Pembelajaran Al-Quran: Tinjauan Technology Readiness Index
Main Article Content
Keywords:
Artificial Intelligence Adoption, PAI Teachers, Technology Readiness Index, Al-Qur'an LearningAbstract
The integration of Artificial Intelligence (AI) in Islamic Religious Education (PAI) offers efficiency but sparks theological debates on scholarly authority. This study analyzes the readiness of PAI teachers for AI adoption in Al-Qur'an learning using the Technology Readiness Index (TRI). Employing a phenomenological qualitative approach, data were collected through in-depth interviews with five teachers across generations (Gen-X and Gen-Z). Reflexive thematic analysis mapped the dimensions of Optimism, Innovativeness, Discomfort, and Insecurity. The findings reveal a "Technically Ready, Spiritually Cautious" profile. All participants acknowledged AI’s administrative utility. A generational gap exists: Gen-Z is driven by innovation and high self-efficacy, while Gen-X relies on social proof. Crucially, high universal Insecurity regarding content validity and the loss of scholarly sanad (chain of transmission) was found. Teachers position AI strictly as an instrumental tool, rejecting it as a substitute for talaqqi (face-to-face learning). The study concludes that the primary barrier is theological protection, not technical incompetence. It suggests an adoption strategy focused on ethical literacy and positioning AI as a supervised assistant to maintain Islamic education's integrity. This study recommends that the Ministry of Religious Affairs and Islamic educational institutions develop AI adoption ethical guidelines that integrate artificial intelligence as an instructional assistant without undermining the supremacy of sanad and the teacher's authority in maintaining the authenticity of religious teachings.
References
Abdullah, S., Mufid, M., Ju’subaidi, J., & Purwanto, P. (2024). Religious confusion and emptiness: Evaluating the impact of online Islamic learning among Indonesian Muslim adolescents. HTS Teologiese Studies/Theological Studies, 80(1). https://doi.org/10.4102/hts.v80i1.9510
Adiyono, A., Matari, A., & Dalimarta, F. (2025). Analysis of student perceptions of the use of ChatGPT as a learning media: A case study in higher education in the era of AI-based education. Journal of Education and Teaching (JET), 6(2), 306-324. https://doi.org/10.51454/jet.v6i2.538
Alamsyah, M., & Remanda, A. (2025). Ethics of the use of Artificial Intelligence (AI) in the paradigm of Islamic law. SICOPUS, 4(01), 91-104. https://doi.org/10.61455/sicopus.v4i01.393
Alhur, A., Khlaif, Z., Hamamra, B., & Hussein, E. (2025). Paradox of AI in higher education: Qualitative inquiry into AI dependency among educators in Palestine. JMIR Medical Education, 11, e74947. https://doi.org/10.2196/74947
Amouri, H., Haroud, S., Ouchaouka, L., & Saqri, N. (2025). Acceptability of artificial intelligence in inclusive education: A TAM2-based study among preservice teachers. Frontiers in Artificial Intelligence, 8. https://doi.org/10.3389/frai.2025.1616327
Bai, X., & Li, J. (2021). Applied research of knowledge in the field of Artificial Intelligence in the intelligent retrieval of teaching resources. Scientific Programming, 2021, 1-11. https://doi.org/10.1155/2021/9924435
Bassiouni, D., & Meshreki, H. (2024). The metaverse: A liquid consumer utopia a journey into Gen Z's usage intention behavior using the TRAM model. Journal of Consumer Behaviour, 24(2), 771-784. https://doi.org/10.1002/cb.2443
Biller‐Andorno, N., Ferrario, A., Joebges, S., Krones, T., Massini, F., Barth, P., ... & Krauthammer, M. (2021). AI support for ethical decision-making around resuscitation: Proceed with care. Journal of Medical Ethics, 48(3), 175-183. https://doi.org/10.1136/medethics-2020-106786
Braun, V., & Clarke, V. (2022). Conceptual and design thinking for thematic analysis. Qualitative Psychology, 9(1), 3-26. https://doi.org/10.1037/qup0000196
Byrne, D. (2021). A worked example of Braun and Clarke’s approach to reflexive thematic analysis. Quality & Quantity, 56(3), 1391-1412. https://doi.org/10.1007/s11135-021-01182-y
Chan, C. K. Y., & Lee, K. K. W. (2023). The AI generation gap: Are Gen Z students more interested in adopting generative AI such as ChatGPT in teaching and learning than their Gen X and millennial generation teachers? Smart Learning Environments, 10(1). https://doi.org/10.1186/s40561-023-00269-3
Chang, D., Lin, M., Hajian, S., & Wang, Q. (2023). Educational design principles of using AI chatbot that supports self-regulated learning in education: Goal setting, feedback, and personalization. Sustainability, 15(17), 12921. https://doi.org/10.3390/su151712921
Chen, L., Chen, P., & Lin, Z. (2020). Artificial Intelligence in education: A review. IEEE Access, 8, 75264-75278. https://doi.org/10.1109/access.2020.2988510
Chen, L., Tse, H., Wu, D., & Young, M. (2021). Cross-cultural researchers’ positionality in immigrant health research: Reflections on conducting research on Chinese immigrants’ experiences in the United States. International Journal of Qualitative Methods, 20. https://doi.org/10.1177/16094069211052190
Chiocca, E. (2021). Talking with ‘others’: Experiences and perspective transformation in a short-term study abroad program. Frontiers: The Interdisciplinary Journal of Study Abroad, 33(2), 35-60. https://doi.org/10.36366/frontiers.v33i2.484
Çevik, M., & Baki̇oğlu, B. (2021). Investigating students’ e-learning attitudes in times of crisis (COVID-19 pandemic). Education and Information Technologies, 27(1), 65-87. https://doi.org/10.1007/s10639-021-10591-3
Dai, Y., Chai, C. S., Lin, P. Y., Jong, M. S. Y., Guo, Y., & Qin, J. (2020). Promoting students’ well-being by developing their readiness for the Artificial Intelligence age. Sustainability, 12(16), 6597. https://doi.org/10.3390/su12166597
Fabriz, S., Mendzheritskaya, J., & Stehle, S. (2021). Impact of synchronous and asynchronous settings of online teaching and learning in higher education on students’ learning experience during COVID-19. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.733554
Faradila, N., Husna, M., & Islamiyah, I. (2025). Konsumsi literasi digital: Solusi Qur’ani untuk menjaga kredibilitas keilmuan. Imtiyaz Jurnal Ilmu Keislaman, 9(2), 406-418. https://doi.org/10.46773/imtiyaz.v9i2.2096
Fikri, M. (2025). Kecerdasan buatan sebagai simulakra pendidikan: Analisis kritis terhadap krisis nilai dan otoritas keilmuan pesantren. JIEP, 2(02), 101-113. https://doi.org/10.62097/jiep.v2i02.2440
Forbes, M. (2021). Thematic analysis: A practical guide. Evaluation Journal of Australasia, 22(2), 132-135. https://doi.org/10.1177/1035719x211058251
Gangathimmaiah, V., Evans, R., Moodley, N., Gupta, T., & Carlisle, K. (2025). Drivers of low-value diagnostic tests in emergency medicine practice: A qualitative descriptive study. Emergency Medicine Journal, 42(8), 503-510. https://doi.org/10.1136/emermed-2024-214241
Harefa, Z., Tafonao, T., Harefa, D., Sapalakkai, R., & Sophia, S. (2022). Peran guru sebagai fasilitator dan katalisator melalui teori konstruktivisme dalam model pembelajaran kontekstual pendidikan agama Kristen. Kharismata: Jurnal Teologi Pantekosta, 4(2), 211-228. https://doi.org/10.47167/kharis.v4i2.128
Heponiemi, T., Kainiemi, E., Virtanen, L., Saukkonen, P., Sainio, P., Koponen, P., ... & Koskinen, S. (2023). Predicting Internet use and digital competence among older adults using performance tests of visual, physical, and cognitive functioning: Longitudinal population-based study. Journal of Medical Internet Research, 25, e42287. https://doi.org/10.2196/42287
Hidayati, D., Nurhikmah, N., & Kusumadewi, R. (2023). Bridging the digital divide: Assessing teacher readiness for technology integration in madrasah ibtidaiyah. International Journal of Education and Learning, 5(3), 152-161. https://doi.org/10.31763/ijele.v5i3.794
Illia, L., Colleoni, E., & Zyglidopoulos, S. (2022). Ethical implications of text generation in the age of artificial intelligence. Business Ethics, the Environment & Responsibility, 32(1), 201-210. https://doi.org/10.1111/beer.12479
Jin, L., Shen, Z., Alhur, A., & Naeem, S. (2025). Exploring the determinants and effects of artificial intelligence (AI) hallucination exposure on generative AI adoption in healthcare. Information Development. https://doi.org/10.1177/02666669251340954
Joseph, G., Thomas, K., & Nero, A. (2021). Impact of technology readiness and techno stress on teacher engagement in higher secondary schools. Digital Education Review, (40), 51-65. https://doi.org/10.1344/der.2021.40.51-65
Kadiyono, A. L., & Wardhani, A. D. (2024). Examining technology readiness among senior high school teachers: The role of proactive school management. Journal of Educational Management and Instruction (JEMIN), 4(2), 319-333. https://doi.org/10.22515/jemin.v4i2.9729
KC, B., & Leung, X. (2021). Geocaching in Texas state parks: A technology readiness analysis. Journal of Hospitality and Tourism Technology, 13(1), 182-194. https://doi.org/10.1108/jhtt-09-2020-0240
Kong, H., & Wang, X. (2024). Exploring the influential factors and improvement strategies for digital information literacy among the elderly: An analysis based on integrated learning algorithms. Digital Health, 10. https://doi.org/10.1177/20552076241286635
Krismiyati, K. (2025). Technology readiness segment analysis of teachers in using mobile-based teaching applications: An Indonesian context. Journal of Technology and Science Education, 15(2), 588. https://doi.org/10.3926/jotse.3431
Lubinga, S., Maramura, T., & Masiya, T. (2023). The Fourth Industrial Revolution adoption: Challenges in South African higher education institutions. Journal of Culture and Values in Education, 6(2), 1-17. https://doi.org/10.46303/jcve.2023.5
Marlina, E., Purwaningsih, M., Siagian, A., Hakim, S., & Maryati, I. (2024). Ensuring trustworthiness in qualitative research. Dalam Qualitative Research Methods (hlm. 347-376). https://doi.org/10.4018/979-8-3693-3069-2.ch012
Muhammad, M., Sapuan, M., & Jani, M. (2025). Etika penggunaan prompt kecerdasan buatan (AI) dalam memelihara kesahihan pegangan Ahli Sunnah Wal Jamaah dalam akidah, fikah dan tasawuf. Journal of Usuluddin, 53(1), 75-98. https://doi.org/10.22452/usuluddin.vol53no1.4
Mukhtar, A., & Muhayudin, A. (2025). Islamic preaching and AI content moderation: A critical analysis of the challenges faced by social media preachers. International Journal of Law, Government and Communication, 10(40), 192-202. https://doi.org/10.35631/ijlgc.1040014
Nadkarni, S., & Prügl, R. (2020). Digital transformation: A review, synthesis and opportunities for future research. Management Review Quarterly, 71(2), 233-341. https://doi.org/10.1007/s11301-020-00185-7
Nagdev, K., & Rajesh, A. (2024). Extending intention to use toward postadoption behavior Conceptualizing actual usage for information technology-enabled banking services. Technology, Mind, and Behavior, 5(2), 98-114. https://doi.org/10.1037/tmb0000132
Nawi, A., Yaakob, M., Ren, C., Khamis, N., & Tamuri, A. (2021). A preliminary survey of Muslim experts’ views on Artificial Intelligence. Islamiyyat, 43(2), 3-16. https://doi.org/10.17576/islamiyyat-2021-4302-01
Pathak, B., Ashok, M., & Tan, Y. (2020). Value co-destruction: Exploring the role of actors’ opportunism in the B2B context. International Journal of Information Management, 52, 102093. https://doi.org/10.1016/j.ijinfomgt.2020.102093
Poel, I. R. (2020). Embedding values in Artificial Intelligence (AI) systems. Minds and Machines, 30(3), 385-409. https://doi.org/10.1007/s11023-020-09537-4
Pozas, M., Letzel‐Alt, V., & Schneider, C. (2022). “The whole is greater than the sum of its parts” – Exploring teachers’ technology readiness profiles and its relation to their emotional state during COVID-19 emergency remote teaching. Frontiers in Education, 7. https://doi.org/10.3389/feduc.2022.1045067
Rahardja, M. N. A., Ilyasa, F. F., Husniah, L., Surahman, C., & Supriadi, U. (2024). Eksplorasi gaya bahasa dan metode pengulangan Qur'ani serta relevansinya terhadap pendidikan akhlak anak usia dini. Jurnal Bahasa dan Sastra, 12(2), 296–308.
Remmen, K. (2024). En kritisk diskusjon av ‘tematisk analyse etter Braun og Clarke (2006)’ i naturfagdidaktiske studier. Nordic Studies in Science Education, 20(1), 57-71. https://doi.org/10.5617/nordina.10094
Ridwan, A., & Rustandi, R. (2025). Transformation of prophetic communication patterns in the era of Artificial Intelligence: Challenges and opportunities for Islamic preaching in Indonesia. Al-Balagh Jurnal Dakwah Dan Komunikasi, 10(1), 185-220. https://doi.org/10.22515/albalagh.v10i1.11551
Robinson, O. (2022). Conducting thematic analysis on brief texts: The structured tabular approach. Qualitative Psychology, 9(2), 194-208. https://doi.org/10.1037/qup0000189
Roos, R. (2025). Psychosocial problems, daily functioning and help-seeking behaviour of international migrant workers in the Netherlands: A qualitative study to inform the adaptation of a scalable stepped-care intervention. Cambridge Prisms: Global Mental Health, 13. https://doi.org/10.1017/gmh.2025.10110
Roy, R., Babakerkhell, M., Mukherjee, S., Pal, D., & Funilkul, S. (2022). Evaluating the intention for the adoption of Artificial Intelligence-based robots in the university to educate the students. IEEE Access, 10, 125666-125678. https://doi.org/10.1109/access.2022.3225555
Saputra, E. (2025). AI in Fatwā issuance: A SWOT analysis of opportunities and limitations. Waraqat: Jurnal Ilmu-Ilmu Keislaman, 10(2), 350-365. https://doi.org/10.51590/waraqat.v10i2.1173
Sati, A., Halim, A., Nasution, A., & Ridwan, M. (2025). The digital transformation of Tafsir and its implications for Islamic legal derivation in the contemporary era. Milrev Metro Islamic Law Review, 4(1), 389-415. https://doi.org/10.32332/milrev.v4i1.10425
Schlesinger, J., O'Shea, C., & Blesso, J. (2021). Undergraduate student career development and career center services: Faculty perspectives. The Career Development Quarterly, 69(2), 145-157. https://doi.org/10.1002/cdq.12255
Seitbatkalova, A., Tamenova, S., Tarman, B., Mukan, S., & Yeralina, E. (2023). Assessment of implementation of smart university management system: The case of Kazakh Ablai Khan University of International Relations and World Languages. Problems and Perspectives in Management, 21(1), 504-514. https://doi.org/10.21511/ppm.21(1).2023.43
Sutikno, S., & Kholiq, A. (2025). McDonaldisasi Islam: Potret keberagamaan muslim kontemporer. Alamtara: Jurnal Komunikasi dan Penyiaran Islam, 9(1), 119-145. https://doi.org/10.58518/alamtara.v9i1.3815
Supriadi, U. (2022). Al-Qur'an literacy: A strategy and learning steps in improving Al-Qur'an reading skills through action research. International Journal of Learning, Teaching and Educational Research, 21(1), 22–38.
Supriadi, U., Islamy, M. R. F., & Faqihuddin, A. (2023). Internalization of wasathiyyah values in efforts to enhance the religiosity and tolerance of students based on mentoring: An exploratory study of the UPI tutorial program. Jurnal Iqra': Kajian Ilmu Pendidikan, 8(2), 222–239.
Thalib, A., Othman, M., & Lubna, L. (2025). Factors affecting artificial intelligence (AI) tools usage by Islamic specialization postgraduate student in Indonesia and Malaysia. International Journal of Modern Education, 7(25), 105-119. https://doi.org/10.35631/ijmoe.725008
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, 51(6), 2777-2809. https://doi.org/10.1002/berj.4200
Tsochatzis, E., Valenti, L., Thiele, M., Péloquin, S., Lazure, P., Masson, M., ... & Murray, S. (2024). Use of non‐invasive diagnostic tools for metabolic dysfunction‐associated steatohepatitis: A qualitative exploration of challenges and barriers. Liver International, 44(8), 1990-2001. https://doi.org/10.1111/liv.15941
Umar, A. (2025). Artificial Intelligence and the ethics of Tafsir: Integrating digital technologies and Islamic humanities in automating interpretative processes. Journal of Educational Technology and Learning Creativity, 3(2), 324-347. https://doi.org/10.37251/jetlc.v3i2.2496
Usmonov, M. (2025). From human scholars to AI fatwas: Media, ethics, and the limits of AI in Islamic religious communication. Al-I’lam - Journal of Contemporary Islamic Communication and Media, 5(1). https://doi.org/10.33102/jcicom.vol5no1.125
Waseu, I. (2025). Peran teknologi Artificial Intelligence (AI) dalam memperkuat dakwah Islam di era digital. Dialogika, 1(3), 257-265. https://doi.org/10.62383/dialogika.v1i3.561
Yiğit, Y. (2025). Content analysis of AI’s responses to family-related religious questions: A comparative study with the fatwas of the Supreme Council of Religious Affairs. Şırnak Üniversitesi İlahiyat Fakültesi Dergisi, (37), 58-73. https://doi.org/10.35415/sirnakifd.1695901
