Reimagining teacher professional development in the age of AI: Indonesian EFL teachers’ beliefs and pedagogical adaptations in writing classrooms

Authors

  • Nur Halimah Institut Agama Islam Negeri Manado
  • Afif Ikhwanul Muslimin Universitas Islam Negeri Mataram
  • Denchai Prabjandee Burapha University

DOI:

https://doi.org/10.33474/j-reall.v7i1.24655

Keywords:

artificial intelligence, EFL writing, pedagogical adaptation, professional development, teacher identity

Abstract

Although artificial intelligence has gained growing attention in language education, previous research has largely emphasized technical effectiveness and student outcomes, while teachers’ professional experiences remain insufficiently examined. This study explores how Indonesian EFL lecturers perceive the use of artificial intelligence in academic writing instruction, how they adjust their pedagogical practices, and how these experiences shape their professional development and professional identity, particularly in writing assessment. Employing a phenomenological approach, data were collected through semi-structured interviews, classroom observations, and teaching documents involving twelve lecturers from East Java and Central Indonesian regions. The findings reveal interconnected experiences influenced by institutional readiness, access to digital infrastructure, and lecturers’ pedagogical beliefs. Participants reported a shift in professional identity from primary evaluators of student writing toward facilitators who guide learners in critically engaging with artificial intelligence-generated feedback. In the absence of systematic institutional training, lecturers relied heavily on informal peer communities as spaces for learning, reflection, and sharing instructional strategies. The study suggests that professional development for artificial intelligence-supported writing instruction should move beyond technical orientation and provide sustained, context-sensitive support that integrates ethical awareness, reflective practice, and collaborative learning. While the qualitative design and limited number of participants require cautious interpretation, the findings contribute to broader discussions on teacher professional development in technologically evolving educational contexts.

References

Almashour, M., Abdel, H., & Aldamen, K. (2025). “They know AI, but they also know us”: Student perceptions of EFL teacher identity in AI-enhanced classrooms in Jordan. Frontiers in Education, 10(3), 1–13. https://doi.org/10.3389/feduc.2025.1611147

Alzakwani, M. H. H., Zabriv, S. M., & Ali, R. R. (2025). Training of ICT for educational performance: A systematic review. International Journal of Innovative Research and Scientific Studies, 8(1), 2009–2020. https://doi.org/10.53894/ijirss.v8i1.4873

Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa

Burns, M., Bally, J., Burles, M., Holtslander, L., & Peacock, S. (2022). Constructivist grounded theory or interpretive phenomenology? Methodological choices within specific study contexts. International Journal of Qualitative Methods, 21(2), 171–190. https://doi.org/10.1177/16094069221077758

Campos, M. (2025). AI-assisted feedback in CLIL courses as a self-regulated language learning mechanism: Students’ perceptions and experiences. European Public & Social Innovation Review, 10(1), 1–14.

Chong, S., Ling, L. E., & Chuan, G. K. (2011). Developing student teachers’ professional identities: An exploratory study. International Education Studies, 4(1), 30–38. https://files.eric.ed.gov/fulltext/EJ1066392.pdf

Creswell, J. W., & Cresswell, D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches. SAGE Publications.

Dizon, G., & Gold, J. (2023). Exploring the effects of Grammarly on EFL students’ foreign language anxiety and learner autonomy. The JALT CALL Journal, 19(3), 299–316. https://doi.org/10.29140/jaltcall.v19n3.1049

Djamdjuri, D. S., Suseno, M., Tajuddin, S., Rafli, Z., Boeriswati, E., & Merdekawati, D. S. (2023). Remote learning on EFL reading classes during the pandemic stage: Students’ perception. In H. L., S. null, P. R., P. G.E., & S. T.Y. (Eds.), AIP Conference Proceedings (Vol. 2621, Issue 1). American Institute of Physics Inc. https://doi.org/10.1063/5.0142459

Dogan, S., Nalbantoglu, U. Y., Celik, 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(3), 519–546. https://doi.org/10.1080/19415257.2025.2454457

Dong, L. (2024). ChatGPT in language writing education: Reflections and a research agenda for a ChatGPT feedback engagement framework. Language Teaching Research Quarterly, 43(1), 121–131. https://doi.org/10.32038/ltrq.2024.43.07

Díaz, B., & Nussbaum, M. (2024). Artificial intelligence for teaching and learning in schools: The need for pedagogical intelligence. Computers & Education, 217(2), 105–124. https://doi.org/https://doi.org/10.1016/j.compedu.2024.105071

El-Soussi, A. (2025). Teacher identity continuum: A framework for teacher identity shifts online. International Journal of Educational Research Open, 8(1), 100–118. https://doi.org/https://doi.org/10.1016/j.ijedro.2024.100411

Elice, D., Patimah, S., Pahrudin, A., Koderi, K., Fauzan, A., & Liriwati, F. Y. (2025). Development of Abacus training management in the artificial intelligence era. Munaddhomah, 6(2), 267–280. https://doi.org/10.31538/munaddhomah.v6i2.1719

Escalante, J., Pack, A., & Barrett, A. (2023). AI‑generated feedback on writing: Insights into efficacy and ENL student preference. International Journal of Educational Technology in Higher Education, 20(1), 57–74. https://doi.org/10.1186/s41239-023-00425-2

Fauzan, F., Arifin, F., Lubis, M. A., & Firdaus, F. M. (2022). Lecturer’s digital literacy ability in the pandemic. Cypriot Journal of Educational Sciences, 17(4), 1130–1142. https://doi.org/10.18844/cjes.v10i4.154

Fitra, D. K. (2022). Analisis penerapan pembelajaran berdiferensiasi dalam kurikulum merdeka pada materi tata surya di kelas VII SMP [An analysis of differentiated learning implementation in the Merdeka curriculum for the solar system topic in grade 7 junior high school]. Tunjuk Ajar: Jurnal Penelitian Ilmu Pendidikan, 5(2), 278. https://doi.org/10.31258/jta.v5i2.278-290

Gondwe, F. (2021). Technology professional development for teacher educators: A literature review and proposal for further research. In SN Social Sciences (Vol. 1, Issue 8). Springer International Publishing. https://doi.org/10.1007/s43545-021-00184-9

Gondwe, F., & Maseko, B. (2022). Technology-enhanced teacher professional development: The experience of a digital edtech start-up in Malawi BT - Multimodal learning environments in Southern Africa: Embracing digital pedagogies. In J. Olivier, A. Oojorah, & W. Udhin (Eds.), Digital Education and Learning (pp. 197–211). Springer International Publishing. https://doi.org/10.1007/978-3-030-97656-9_10

Gufron, G. & Rosli, R. M. (2021). Exploring faculty’s experiences in teaching English online: A study at the university level in Indonesia. CALL-EJ, 22(3), 126–145. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112251511&partnerID=40&md5=dabf74a425fe11430f4c20a8fccbfcfc

Hakel, K., & Magin, M. (2026). The impact of professional development training on faculty’s integration of universal design for learning in daily teaching practices. International Journal of Inclusive Education, 30(2), 309–324. https://doi.org/10.1080/13603116.2024.2430527

Hidayat, D. N., Ramadhan, S., Mahlil, M., Mason, J., Hartono, R., & Muslimin, A. I. (2025). Research trends in artificial intelligence in English language teaching: A bibliometric analysis. Studies in English Language and Education, 12(2), 560–578. https://doi.org/10.24815/siele.v12i2.39339

Hidayatullah, M. H., Suryati, N., Cahyono, B. Y., & Mawaddah, N. (2025). A systematic literature review of artificial intelligence in academic writing: Challenges and opportunities. Journal of Research on English and Language Learning (J-REaLL), 6(2), 249–266. https://doi.org/10.33474/j-reall.v6i2.23821

Iskandar, T., Mesiono, M. & Sit, M. (2025). Strategies and challenges in teacher development: A comparative multisite study in Indonesian higher education. Al-Ishlah: Jurnal Pendidikan, 17(4), 6510–6521. https://doi.org/10.35445/alishlah.v17i4.7283

Jiang, Y. (2025). Interaction and dialogue: Integration and application of artificial intelligence in blended mode writing feedback. The Internet and Higher Education, 64, 100975. https://doi.org/https://doi.org/10.1016/j.iheduc.2024.100975

Khurma, O. A., Albahti, F., Ali, N., & Bustanji, A. (2024). AI ChatGPT and student engagement: Unraveling dimensions through PRISMA analysis for enhanced learning experiences. Contemporary Educational Technology, 16(2), 33–50. https://doi.org/10.30935/cedtech/14334

Kim, K., & Kwon, K. (2025). Unveiling teacher identity development: A case study of AI curriculum implementation in a rural middle school computer science class. Teaching and Teacher Education, 160, 105032. https://doi.org/https://doi.org/10.1016/j.tate.2025.105032

Kolleck, N., Schuster, J., Hartmann, U., & Gräsel, C. (2021). Teachers’ professional collaboration and trust relationships: An inferential social network analysis of teacher teams. Research in Education, 111(1), 89–107. https://doi.org/10.1177/00345237211031585

Küçükuncular, A., & Ertugan, A. (2025). Teaching in the AI Era: Sustainable digital education through ethical integration and teacher empowerment. Sustainability, 17(6), 1–20. https://doi.org/10.3390/su17167405

Labibunnajah, M. H., Exsti, C. D. P., & Fachrunnisa, O. (2024). Digital competency based on digital literacy: Strategies for career success for health professionals. In Lecture Notes on Data Engineering and Communications Technologies (Vol. 225, pp. 316–326). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-72322-3_31

Lachheb, A., Leung, J., Abramenka-Lachheb, V., & Sankaranarayanan, R. (2025). AI in higher education: A bibliometric analysis, synthesis, and a critique of research. The Internet and Higher Education, 67(1), 101021. https://doi.org/https://doi.org/10.1016/j.iheduc.2025.101021

Li, M., & Wilson, J. (2025). AI-integrated scaffolding to enhance agency and creativity in K-12 English language learners: A systematic review. Information, 6(7), 519. https://doi.org/10.3390/info16070519

Malik, A. R., Pratiwi, Y., Andajani, K., Numertayasa, I. W., Suharti, S., Darwis, A., & Marzuki, M. (2023). Exploring artificial intelligence in academic essay: Higher education student’s perspective. International Journal of Educational Research Open, 5(1), 201–218. https://doi.org/https://doi.org/10.1016/j.ijedro.2023.100296

Mantei, J., & Kervin, L. (2025). Examining teachers’ navigation of their professional identities in flexible learning spaces. Teachers and Teaching, 9(3), 1–18. https://doi.org/10.1080/13540602.2025.2482963

Masitoh, F., & Suryati, N. (2026). Attending inclusive EFL teachers identity for students with special educational needs. Language Related Research, 16(3), 119–145. https://doi.org/10.48311/LRR.16.3.5

Maylawati, D. S., Mulyana, R., Rizqullah, N., Nurjaman, I., & Ramdhani, M. A. (2025). Assessing Indonesian Islamic schools’ readiness for the independent curriculum using text analytics. Multidisciplinary Reviews, 8(10), 87–100. https://doi.org/10.31893/multirev.2025336

Muslimin, A. I., Mukminatien, N., & Ivone, F. M. (2023). TPACK-SAMR based lecturers’ digital literacy competence and its implementation in EFL classroom. CALL-EJ, 24(3), 154–173. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85182655019&partnerID=40&md5=fe90a3c9f0af00fe66ad3092027651c3

Muslimin, A. I., Mukminatien, N., & Ivone, F. M. (2024). Evaluating Cami AI across SAMR stages: Students’ achievement and perceptions in EFL writing instruction. Online Learning Journal, 28(2), 1–19. https://doi.org/10.24059/olj.v28i2.4246

Napitupulu, M. H., Muddin, A., Bagiya, B., Diana, S., & Rosyidah, N. S. (2024). Teacher professional development in the digital age: Strategies for integrating technology and pedagogy open access. Global International Journal of Innovative Research, 2(10), 2382–2396. https://doi.org/10.59613/global.v2i10.334

Octaberlina, L. R., Muslimin, A. I., Chamidah, D., Surur, M., & Mustikawan, A. (2024). Exploring the impact of AI threats on originality and critical thinking in academic writing. Edelweiss Applied Science and Technology, 8(6), 8805–8814. https://doi.org/10.55214/25768484.v8i6.3878

Onyema, E. M., Eucheria, N. C., Obafemi, F. A., Sen, S., Atonye, F. G., Sharma, A., & Alsayed, A. O. (2020). Impact of coronavirus pandemic on education. Journal of Education and Practice, 11(13), 108–121. https://doi.org/10.7176/jep/11-13-12

Pathiranage, A., & Karunaratne, T. (2023). Teachers’ agency in technology for education in pre- and post-COVID-19 periods: A systematic literature review. Education Sciences, 13(9), 1011–1024. https://doi.org/10.3390/educsci13090917

Pratiwi, H., Suherman, S., Hasruddin, H., & Ridha, M. (2025). Between shortcut and ethics: Navigating the use of artificial intelligence in academic writing among Indonesian doctoral students. European Journal of Education, 60(2), 25–38. https://doi.org/10.1111/ejed.70083

Qamariah, H., & Hercz, M. (2025). The impact of professional development programs on English as a foreign language instructors in higher education institutions. Education Sciences, 15(8), 1071. https://doi.org/10.3390/educsci15081071

Rahmiati, R., Al-Tasa, F. R., Sanjaya, M. A., Zulida, E., Hasrina, N., Isda, I. D., Chaeruddin, C., & Putra, M. A. (2025). Pedagogical change in the AI era: Indonesian EFL teachers’ voices and contextual constraint. Language Literacy: Journal of Linguistics, Literature, and Language Teaching, 9(2), 890–902. https://doi.org/10.30743/ll.v1i1.12185

Rasmitadila, R., Rachmadtullah, R., Prasetyo, T., Humaira, M. A., Sari, D. A., Samsudin, A., Nurtanto, M., Fitriyani, F., & ZamZam, R. (2024). Professional development for Indonesian elementary school teachers: Increased competency and sustainable teacher development programs. F1000Research, 13, 1375. https://doi.org/10.12688/f1000research.156946.3

Revina, S., Pramana, P., Rezanti, P., Bjork, C., & Suryadarma, D. (2023). Replacing the old with the new: Long-term issues of teacher professional development reforms in Indonesia. Asian Education and Development Studies, 12(4), 262–274. https://doi.org/https://doi.org/10.1108/AEDS-12-2022-0148

Ridwan, R. (2025). Assessing the impact of AI-driven tools on Qur’anic Literacy: A quasi-experimental study in Islamic higher education in Indonesia. JCASC, 10(3), 252–259. https://doi.org/10.64753/jcasc.v10i3.2405

Rogers, M., Joubert, M., Cunnington, C., & Bosworth, D. (2024). The social work online team training (SWOTT) toolkit: Embedding team-based peer learning in continuous professional development. Social Work Education, 43(9), 2485–2502. https://doi.org/10.1080/02615479.2023.2266467

Rojas, J. C., Fauré, J., Barril, J. P., Jara, R. F., Zambrano, V. V., Almuna, J., Quezada-Carrasco, P., & Salter, P. (2025). Informal learning experiences in the construction and development of professional teacher identity. Learning, Culture and Social Interaction, 51, 100893. https://doi.org/https://doi.org/10.1016/j.lcsi.2025.100893

Rojas, J. C., Ñiñoles, J. F., & Madrid, J. P. B. (2021). The construction of teachers’ professional identity: An analysis of subjective learning experiences. European Journal of Teacher Education, 46(2), 256–273. https://doi.org/10.1080/02619768.2021.1905627

Saravanakumar, A. R., Raja, G. P., & Sivakumar, P. (2023). Transforming education: Perceptions and challenges of technology-enabled teacher education programmes. Open Access Research Journal of Engineering and Technology, 5(2), 001–007. https://doi.org/10.53022/oarjet.2023.5.2.0077

Steiss, J., Tate, T., Graham, S., Cruz, J., Hebert, M., Wang, J., Moon, Y., Tseng, W., Warschauer, M., & Olson, C. B. (2024). Comparing the quality of human and ChatGPT feedback of students’ writing. Learning and Instruction, 91(1), 101894. https://doi.org/10.1016/j.learninstruc.2024.101894

Su, Y. (2023). Delving into EFL teachers’ digital literacy and professional identity in the pandemic era: Technological pedagogical content knowledge (TPACK) framework. Heliyon, 9(6), e16361. https://doi.org/https://doi.org/10.1016/j.heliyon.2023.e16361

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

Toom, A. (2020). Theory and practice shaping teacher identities and agency for the profession: Contextual factors and surrounding communities. Teachers and Teaching, 25(8), 915–917. https://doi.org/10.1080/13540602.2019.1703619

Tsai, C.-Y., Lin, Y.-T., & Brown, I. K. (2024). Impacts of ChatGPT-assisted writing for EFL English majors: Feasibility and challenges. Education and Information Technologies, 29(17), 22427–22445. https://doi.org/10.1007/s10639-024-12722-y

Wijarwadi, W., Nguyen, H. T. M., & Alonzo, D. (2025). Teacher collaboration: Conceptualisation and practice. Professional Development in Education, 51(6), 1184–1202. https://doi.org/10.1080/19415257.2025.2504693

Yağan, E., Özgenel, M., & Baydar, F. (2022). Professional self-understanding of teachers in different career stages: A phenomenological analysis. BMC Psychology, 10(1), 57. https://doi.org/10.1186/s40359-022-00769-w

Conceptual Model for AI-Oriented Teacher Professional Development

Downloads

Published

2026-02-13

How to Cite

Halimah, N., Muslimin, A. I., & Prabjandee, D. (2026). Reimagining teacher professional development in the age of AI: Indonesian EFL teachers’ beliefs and pedagogical adaptations in writing classrooms. Journal of Research on English and Language Learning (J-REaLL), 7(1), 147–164. https://doi.org/10.33474/j-reall.v7i1.24655