AI-Mediated Collaborative Writing: Evidence for Enhanced Engagement and Writing Performance in EFL Learning

Authors

  • Dina Salma ID Universitas Persatuan Guru Republik Indonesia Semarang (UPGRIS)
  • Lusia Maryani Silitonga ID Universitas Persatuan Guru Republik Indonesia Semarang (UPGRIS) https://orcid.org/0000-0001-7629-3151
  • Arso Setyaji ID Universitas Persatuan Guru Republik Indonesia Semarang (UPGRIS)

DOI:

https://doi.org/10.36312/jolls.v6i2.4975

Keywords:

Artificial intelligences, Collaborative writing, Students’ engagement, Writing performance

Abstract

Ninth-grade English as a Foreign Language (EFL) learners encounter significant difficulties in developing ideas into coherent paragraphs, maintaining grammatical accuracy, particularly consistent sentence structure, and selecting contextually appropriate vocabulary. These challenges are often accompanied by low writing confidence and limited active participation, especially in collaborative learning settings, which hinder the development of effective written communication. Despite the growing integration of technology in language learning, empirical evidence regarding the effectiveness of AI-assisted tools in overcoming these challenges remains limited, particularly at the secondary level in Indonesian contexts. This study aimed to investigate the effect of AI-supported collaborative writing through ChatGPT on students’ engagement and writing performance. This study employed a mixed-methods approach with a quasi-experimental design involving 72 ninth-grade students from SMPIT Az-Zahra Demak, divided into an experimental group (n = 36) that used ChatGPT and a control group (n = 36) that used conventional instruction. Data were collected through writing tests, engagement questionnaires measuring behavioral, emotional, and cognitive dimensions, and semi-structured interviews. Quantitative data were analyzed using ANCOVA, while qualitative findings were analyzed through thematic analysis using MAXQDA. The findings demonstrated that the experimental group consistently outperformed the control group across all dimensions of engagement, with large effect sizes observed. In terms of writing performance, significant improvements were found, particularly in text organization and language use. These findings indicate that AI-supported collaborative writing can effectively enhance both student engagement and writing performance. Therefore, integrating AI tools such as ChatGPT into collaborative writing activities offers a promising pedagogical approach for EFL instruction at the secondary school level.

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Author Biographies

  • Dina Salma, Universitas Persatuan Guru Republik Indonesia Semarang (UPGRIS)

    Dina Salama is  a Master students of English Education at Universitas Persatuan Guru Indonesia Semarang (UPGRIS). Currently, she is an English teacher at SMPIT Az-Zahra Demak

  • Lusia Maryani Silitonga, Universitas Persatuan Guru Republik Indonesia Semarang (UPGRIS)

    Lusia Maryani Silitonga is Ph.D gradutae from Department of Technological and Vocational Education at National Yunlin University of Science and Technology, Taiwan. She was als postdoctoral researcher at the same university in 2023. Currently, she is an associate professor at the University of Persatuan Guru Republik Indonesia  (UPGRIS) at English Education Study Program.

  • Arso Setyaji, Universitas Persatuan Guru Republik Indonesia Semarang (UPGRIS)

    Dr. Arso Setyaji is an English Lecture at English Education Department, Universitas Persatuan Guru Republik Indonesia Semarang (UPGRIS)

References

Albadarin, Y., Saqr, M., Pope, N., & Tukiainen, M. (2024). A systematic literature review of empirical research on ChatGPT in education. Discover Education. https://doi.org/10.1007/s44217-024-00138-2

Aljabri, S. (2024). Engagement and preferences: EFL students’ use of collaborative retrieval practice. Cogent Education, 11(1). https://doi.org/10.1080/2331186X.2024.2394741

Allayarova, S. U. (2025). Transformation in 21st-century education: Digital pedagogy and learner-centered teaching trends. International Journal of Social Sciences & Interdisciplinary Research, 14(06), 132–146.

Alzubi, A. A., Nazim, M., & Ahamad, J. (2024). Examining the effect of a collaborative learning intervention on EFL students’ English learning and social interaction. Journal of Pedagogical Research, 8(2), 26–46. https://doi.org/10.33902/JPR.202425541

Amin, M. Y. M. (2023). AI and ChatGPT in language teaching: Enhancing EFL classroom support and transforming assessment techniques. International Journal of Higher Education Pedagogies, 4(4), 1–15. https://doi.org/10.33422/ijhep.v4i4.554

Angguni, P. E., Saputri, M., & Sugesti, N. (2026). The relationship between digital literacy and self-perceived academic. Journal of Language and Literature Studies, 6(1), 43–54. https://doi.org/10.36312/jolls.v6i1.4496

Asy’ari, M., & Sharov, S. (2024). Transforming education with ChatGPT: Advancing personalized learning, accessibility, and ethical AI integration. International Journal of Essential Competencies in Education, 3(2), 119–157. https://doi.org/10.36312/ijece.v3i2.2424

Baidoo-Anu, D., & Owusu Ansah, L. (2023). Education in the era of generative artificial intelligence (AI): Understanding the potential benefits of ChatGPT in promoting teaching and learning. Journal of AI, 7(1), 52–62. https://doi.org/10.61969/jai.1337500

Basoeki, O. de H., & Wu, T.-T. (2022). Enhancement of reading comprehension skills in collaborative setting: A preliminary research on students’ perception. ICITL, 372–381. https://doi.org/10.1007/978-3-031-15273-3

Bettayeb, A. M., Talib, M. A., Altayasinah, A. Z. S., & Dakalbab, F. (2024). Exploring the impact of ChatGPT: conversational AI in education. Frontiers in Education, https://doi.org/10.3389/feduc.2024.1379796

Bhullar, P. S., Joshi, M., & Chugh, R. (2024). ChatGPT in higher education: Synthesis of the literature and a future research agenda. Education and Information Technologies, 29(21), 21501–21522. https://doi.org/10.1007/s10639-024-12723-x

Bibi, Z., & Atta, A. (2024). The role of ChatGPT as an AI English writing assistant : A study of students’ perceptions, experiences, and satisfaction level. Annals of Human and Social Sciences, 5(1), 433–443. https://doi.org/10.35484/ahss.2024(5-I)39

Biswas, S. (2023). ChatGPT and the future of medical education. Academic Medicine, 98(8), 867–868. https://doi.org/10.1148/radiol.223312

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

Dao, V. T. A., & Dan, T. C. (2024). Secondary school EFL students’ difficulties and solutions to learning English paragraph writing. European Journal of Applied Linguistics Studies, 7(2), 82–117. https://doi.org/10.46827/ejals.v7i2.552

Darus, S. (2009). Error analysis of the written English essays of secondary school students in Malaysia : A case study. European Journal of Social Science, 8(3), 483–495.

Djibran, A. K. S., Subiyanto, P., & Rahayu, N. S. (2024). Transforming education in the digital age : How technology affects teaching and learning methods. Journal of Pedagogi : Jurnal Pendidikan, 1(3), 141–155. https://doi.org/10.62872/s13px737

Hassan, A. (2026). Leveraging artificial intelligence ( AI ) to enhance student engagement and academic performance in higher education. Education and Information Technologies. https://doi.org/10.1007/s10639-026-13946-w

Hyland, K. (2003). Second language writing. Cambridge University Press. https://doi.org/10.1017/CBO9780511667251

Ijaz, M., & Yadegaridehkordi, E. (2024). ChatGPT in higher education : A systematic literature review and research challenges. International Journal of Educational Research, 127. https://doi.org/10.1016/j.ijer.2024.102411

Imran, M., & Almusharraf, N. (2023). Analyzing the role of ChatGPT as a writing assistant at higher education level : A systematic review of the literature. Contemporary Educational Technology, 15(4). https://doi.org/10.30935/cedtech/13605

Jauhiainen, J. S., & Guerra, A. G. (2025). Generative AI in education: ChatGPT-4 in evaluating students ’ written responses. Innovations in Education and Teaching International, 62(4), 1377–1394. https://doi.org/10.1080/14703297.2024.2422337

Jo, H. (2024). From concerns to benefits : a comprehensive study of ChatGPT usage in education. International Journal of Educational Technology in Higher Education, 21(35). https://doi.org/10.1186/s41239-024-00471-4

Johnson, D. W., Johnson, R. T., & Smith, K. A. (1998). Cooperative learning returns to college: what evidence is there that it works? Change: The Magazine of Higher Learning, 30(4), 26–35. https://doi.org/10.1080/00091389809602629

Kemendikbudristek RI. (2022). Panduan pemanfaatan teknologi digital dalam pembelajaran.https://kemendikdasmen.go.id/pengumuman/14932-skb-pedoman-pemanfaatan-dan-pembelajaran-teknologi-digital-dan-ka

King, M. R. (2023). A conversation on artificial intelligence, chatbots, and plagiarism in higher education. Cellular and Molecular Bioengineering, 16(1), 1–2. https://doi.org/10.1007/s12195-022-00754-8

Long, D. Y., Wang, S., Rashid, S. M., & Lu, X. T. (2026). Artificial intelligence in higher education: A systematic review of its impact on student engagement and the mediating role of teaching methods. Frontiers in Education, 10, 1–18. https://doi.org/10.3389/feduc.2025.1648661

Marzuki, Widiati, U., Rusdin, D., Darwin, & Indrawati, I. (2023). The impact of AI writing tools on the content and organization of students’ writing: EFL teachers’ perspective. Cogent Education, 10(2). https://doi.org/10.1080/2331186X.2023.2236469

Moses, R. N., & Mohamad, M. (2019). Challenges faced by students and teachers on writing skills in ESL contexts : A literature review. Creative Education, 10, 3385–3391. https://doi.org/10.4236/ce.2019.1013260

OECD. (2023). OECD digital education outlook 2023: Towards an effective digital education ecosystem. OECD. https://www.oecd.org/en/publications/oecd-digital-education-outlook-2023_c74f03de-en.html

Rahimi, M., & Fathi, J. (2022). Exploring the impact of wiki-mediated collaborative writing on EFL students’ writing performance, writing self-regulation, and writing self-efficacy: a mixed methods study. Computer Assisted Language Learning, 35(9), 2627–2674. https://doi.org/10.1080/09588221.2021.1888753

Reeve, J., & Tseng, C. M. (2011). Agency as a fourth aspect of students’ engagement during learning activities. Contemporary Educational Psychology, 36(4), 257–267. https://doi.org/10.1016/j.cedpsych.2011.05.002

Rejeb, A., Rejeb, K., Appolloni, A., Treiblmaier, H., & Iranmanesh, M. (2024). Exploring the impact of ChatGPT on education : A web mining and machine learning approach. The International Journal of Management Education, 22(1). https://doi.org/10.1016/j.ijme.2024.100932

Shakil, E., & Siddiq, A. (2024). ESL teachers’ perceptions about ChatGPT as a threat to analytical writing abilities of ESL learners at graduate level. Pakistan Languages and Humanities Review, 8(1), 115–128. https://doi.org/10.47205/plhr.2024(8-i)10

Silitonga, L. M., Hawanti, S., Aziez, F., Furqon, M., Zain, D. S. M., Anjarani, S., & Wu, T. T. (2023). The impact of AI chatbot-based learning on students’ motivation in English writing classroom. In Lecture Notes in Computer Science (vol. 14099, pp. 542-549). Springer. https://doi.org/10.1007/978-3-031-40113-8_53

Suciati, S., Silitonga, L. M., Wiyaka, Huang, C.-Y., & Anggara, A. A. (2024). Enhancing engagement and motivation in English writing through AI: The impact of ChatGPT-supported collaborative learning. Springer Nature Switzerland AG, 1, 205–214. https://doi.org/10.1007/978-3-031-65884-6_21

Swai, C. T. (2025). A systematic review of classroom technologies supporting student centered teaching. Discover Education, 4, Article 564. https://doi.org/10.1007/s44217-025-00932-6

Thomas, L. (2024). Quasi-experimental design | definition, types & examples. Scribbr. https://www.scribbr.com/methodology/quasi-experimental-design/

UNESCO. (2023). Guidance for generative AI in education and research. https://doi.org/10.54675/EWZM9535

Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.

Wang, S. (2024). The dimensions and dynamism of group engagement in computer-mediated collaborative writing in EFL classes. SAGE Open, 1–14. https://doi.org/10.1177/21582440241227707

Wang, S., Wang, F., Zhu, Z., Wang, J., Tran, T., & Du, Z. (2024). Artificial intelligence in education : A systematic literature review. Expert Systems With Applications, 252, 124167. https://doi.org/10.1016/j.eswa.2024.124167

Wu, T. T., Silitonga, L. M., & Murti, A. T. (2024). Enhancing English writing and higher-order thinking skills through computational thinking. Computers and Education, 213, 105012. https://doi.org/10.1016/j.compedu.2024.105012

Yu, H. (2023). Reflection on whether ChatGPT should be banned by academia from the perspective of education and teaching. Frontiers in Psychology, 01–12. https://doi.org/10.3389/fpsyg.2023.1181712

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Published

2026-06-23

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How to Cite

Salma, D., Silitonga, L. M., & Setyaji, A. (2026). AI-Mediated Collaborative Writing: Evidence for Enhanced Engagement and Writing Performance in EFL Learning. Journal of Language and Literature Studies, 6(2), 727-739. https://doi.org/10.36312/jolls.v6i2.4975