The Effectiveness of AI-Integrated Genre-Based Materials in Enhancing Creative Thinking in EFL Procedural Text Writing

Authors

  • Moeria Erry Miesmiarini ID Universitas PGRI Semarang
  • Senowarsito Senowarsito ID Universitas PGRI Semarang
  • Jafar Sodiq ID Universitas PGRI Semarang

DOI:

https://doi.org/10.36312/jolls.v6i2.4928

Keywords:

AI-integrated learning, Creative thinking, Genre-based instruction, Procedure text writing

Abstract

This study responds to the growing need for pedagogically grounded integration of artificial intelligence in EFL writing instruction, particularly in fostering students’ creative thinking in procedure text writing. While AI has been increasingly utilized in language learning, its systematic integration with Genre-Based Instruction remains insufficiently explored. Therefore, this study aims to develop and evaluate AI-integrated genre-based instructional materials, namely GRAMCHAT-QUIZ, to enhance students’ creative thinking. This study employed a Research and Development (R&D) design utilizing the ADDIE model, which consists of analysis, design, development, implementation, and evaluation stages. The participants involved tenth-grade students and an English teacher at a senior high school in Central Java, Indonesia. Data were collected through questionnaires, interviews, classroom observation, expert validation, and students’ writing products. The data were analyzed qualitatively to examine students’ creative thinking in terms of fluency, flexibility, and elaboration. The findings reveal that the developed materials are valid and feasible based on expert validation results. Classroom implementation indicates that the integration of AI supports students in generating ideas, employing varied language expressions, and elaborating their writing more effectively. In addition, students demonstrate positive responses and increased engagement during the learning process. In conclusion, AI-integrated genre-based materials show potential in enhancing students’ creative thinking in EFL procedure text writing. The study implies that teachers can meaningfully integrate AI within structured genre-based instruction to support students’ creativity, engagement, and writing development.

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Author Biographies

  • Moeria Erry Miesmiarini, Universitas PGRI Semarang

    English Education Department, Faculty of Language and Art Education, Universitas PGRI Semarang. Jl. Sidodadi Timur No. 24, Semarang, Indonesia

  • Senowarsito Senowarsito, Universitas PGRI Semarang

    English Education Department, Faculty of Language and Art Education, Universitas PGRI Semarang. Jl. Sidodadi Timur No. 24, Semarang, Indonesia

  • Jafar Sodiq, Universitas PGRI Semarang

    English Education Department, Faculty of Language and Art Education, Universitas PGRI Semarang. Jl. Sidodadi Timur No. 24, Semarang, Indonesia

References

Almelhi, A. M. (2021). Effectiveness of the ADDIE model within an e-learning environment in developing creative writing in EFL students. English Language Teaching, 14(2), 20. https://doi.org/10.5539/elt.v14n2p20

Al-Raimi, M., Mudhsh, B. A., Al-Yafaei, Y., & Al-Maashani, S. (2024). Utilizing artificial intelligence tools for improving writing skills: Exploring Omani EFL learners’ perspectives. Forum for Linguistic Studies, 6(2). https://doi.org/10.59400/fls.v6i2.1177

Aprilia, N. I., & Farida, A. N. (2025). Digital tools across the genre-based approach cycle: Enhancing EFL learning through technology integration. JLE: Journal of Literate of English Education Study Program, 6(2). https://doi.org/10.47435/jle.v6i2.4256

Călınescu, A. (2024). Mechanics of ESL/EFL writing performance at the tertiary level. Eiki Journal of Effective Teaching Methods, 2(1). https://doi.org/10.59652/jetm.v2i1.102

Haggag, H. M. (2023). A program based on chat generative pre-trained text transformer (ChatGPT) for enhancing EFL majors’ descriptive paragraph writing skills and their English grammar use. 39(6), 1–29. https://doi.org/10.21608/mfes.2023.315599

Hardiningsih, S., Tambunan, R. W., Yusuf, M., Rini, N., & Pandiya. (2024). Applying genre-based approach to enhance vocational students’ achievement in writing procedure text. Journal of Language Teaching and Research, 15(3), 994–1000. https://doi.org/10.17507/jltr.1503.33

Hidayah, H. (2021). Students’ writing difficulties in procedure text: An analysis study. Journal of Language, Literature, and English Teaching (JULIET), 2(1), 16–22. https://doi.org/10.31629/jjumrah.v2i1.3130

Jiang, L., & Lai, C. (2025). How did the generative artificial intelligence-assisted digital multimodal composing process facilitate the production of quality digital multimodal compositions: Toward a process-genre integrated model. TESOL Quarterly, 59(S1). https://doi.org/10.1002/tesq.3390

Kasneci, E., Sessler, K., Küchmann, S., Bannert, M., Dementieva, D., Fischer, F., Gasser, U., Groh, G., Krusche, S., Kutyniok, G., Michaeli, T., Nerdel, C., Pfeffer, J., Poquet, O., Sailer, M., Schmidt, A., Seidel, T., Stadler, M., & Kasneci, G. (2023). ChatGPT for good? On opportunities and challenges of large language models for education. Learning and Individual Differences, 103, Article 102274. https://doi.org/10.1016/j.lindif.2023.102274

Kohnke, L., Moorhouse, B. L., & Zou, D. (2023). ChatGPT for language teaching and learning. RELC Journal, 54(2), 537–550. https://doi.org/10.1177/00336882231162868

Li, M., & Wilson, J. (2025). AI-integrated scaffolding to enhance agency and creativity in K–12 English language learners: A systematic review. Information, 16(7). https://doi.org/10.3390/info16070519

Lukmawardani, N. I., & Badriyah, I. M. (2022). Genre-based approach to improve students’ writing ability of tenth graders of senior high school. Journal of English Teaching and Learning, 1(1). http://urj.uin-malang.ac.id/index.php/jetl

Mun, C. (2024). EFL learners’ English writing feedback and their perception of using ChatGPT. STEM Journal, 25(2), 26–39. https://doi.org/10.16875/stem.2024.25.2.26

Petrova, N., & Rychkova, I. (2024). AI-powered genre-based writing assignments for intermediate and advanced Russian learners. Russian Language Journal, 74(1). https://doi.org/10.70163/0036-0252.1403

Qoura, A. (2021). The teaching and learning of English language in the digital transformation era. 1(3), 11–27. https://doi.org/10.21608/ijel.2021.163396

Sharifuddin, N. S., & Hashim, H. (2024). Benefits and challenges in implementing artificial intelligence in education (AIED) in ESL classroom: A systematic review (2019–2022). International Journal of Academic Research in Business and Social Sciences, 14(1). https://doi.org/10.6007/ijarbss/v14-i1/20422

Wulandari, F., Astuti, M. T., & Marhamah, M. (2024). Enhancing writing literacy teachers’ through AI development. Jurnal Onoma Pendidikan Bahasa dan Sastra, 10(1), 246–256. https://doi.org/10.30605/onoma.v10i1.3175

Wulyani, A. N., Widiati, U., Muniroh, S., Rachmadhany, C. D., Nurlaila, N., Hanifiyah, L., & Sharif, T. I. S. T. (2024). Patterns of utilizing AI-assisted tools among EFL students: Need surveys for assessment model development. LLT Journal: A Journal on Language and Language Teaching, 27(1), 157–173. https://doi.org/10.24071/llt.v27i1.7966

Xu, T., & Jumaat, N. F. (2025). Enhancing critical thinking in EFL writing through an AI-supported blended learning model. International Journal of Academic Research in Progressive Education and Development, 14(1). https://doi.org/10.6007/ijarped/v14-i1/24850

Yang, C., Li, R., & Yang, L. (2025). Revisiting trends in GenAI-assisted second language writing: Retrospect and prospect. Journal of Educational Computing Research, 63(7–8), 1819–1863. https://doi.org/10.1177/07356331251367309

Zhai, X., & Razali, A. B. (2023). Triple method approach to development of a genre-based approach to teaching ESL/EFL writing: A systematic literature review by bibliometric, content, and scientometric analyses. SAGE Open, 13(1). https://doi.org/10.1177/21582440221147255

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Published

2026-06-23

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Articles

How to Cite

Miesmiarini, M. E., Senowarsito, S., & Sodiq, J. (2026). The Effectiveness of AI-Integrated Genre-Based Materials in Enhancing Creative Thinking in EFL Procedural Text Writing. Journal of Language and Literature Studies, 6(2), 649-661. https://doi.org/10.36312/jolls.v6i2.4928