AI-Assisted Writing and Student Proficiency: Argumentation and Problem-Solving Skills of Undergraduate Students in Bengkulu, Indonesia
DOI:
https://doi.org/10.53899/spjrd.v31i1.1305Keywords:
AI-assisted writing tools, writing proficiency, argumentative skills, problem-solving skillsAbstract
Previous research on AI-assisted writing tools has predominantly used quantitative methodologies, emphasizing students’ performance and learning outcomes. It largely overlooks students’ qualitative experiences, particularly with respect to argumentation and problem-solving skills. To address this gap, the present study investigates the influence of AI-facilitated writing tools on writing proficiency, with a specific focus on problem-solving and argumentation skills among 10 Indonesian undergraduates using Grammarly, ChatGPT, and QuillBot. Employing a qualitative exploratory design, data were collected through semi-structured interviews and analyzed using thematic analysis to identify patterns in cognitive and metacognitive engagement. Argumentation was assessed through students’ accounts of refining claims, evaluating the logical relevance of supporting ideas, and identifying fallacies. Problem-solving skills were defined as the ability to address rhetorical challenges and revise structural inconsistencies. Findings revealed that AI tools significantly supported students in developing clear arguments, recognizing logical fallacies, and resolving writing-related challenges. Participants indicated that AI-facilitated tools contributed to the development of higher-order writing skills and promoted critical thinking and metacognitive awareness, alongside improvements in argumentation and problem-solving features. These findings indicate that, when mediated by effective pedagogy, AI-assisted writing tools can function as cognitive scaffolding in academic writing, supporting independent thought and sound reasoning. The research advocates for the integration of AI technologies into writing instruction, emphasizing the necessity of pedagogical balance to enhance deep learning by fostering independent metacognitive sensitivity. The study highlights the significance of employing AI technologies as supportive resources within balanced instructional strategies, rather than as replacements for traditional teaching methods.
References
Aladini, A., Ismail, S. M., Ahmad Saleem Khasawneh, M., & Shakibaei, G. (2025). Self-directed writing development across computer/AI-based tasks: Unraveling the traces on L2 writing outcomes, growth mindfulness, and grammatical knowledge. Computers in Human Behavior Reports, 17, 100566. https://doi.org/10.1016/j.chbr.2024.100566
Alaqad, M. H., Al-Saggaf, M. A., & Inglian, S. S. (2026). The future of AI in English language education: Opportunities, challenges, and ethical pathways. In M. A. Al-Saggaf, A. S. Azar, & T. Hossain (Eds.), The sociology of English language teaching and learning in the age of AI. IGI Global. https://doi.org/10.4018/979-8-3373-3755-5.ch010
Braun, V., & Clarke, V. (2012). Thematic analysis. In the APA handbook of research methods in psychology, Vol 2: Research designs: Quantitative, qualitative, neuropsychological, and biological (pp. 57–71). American Psychological Association. https://doi.org/10.1037/13620-004
Cai, L., Msafiri, M. M., & Kangwa, D. (2025). Exploring the impact of integrating AI tools in higher education using the Zone of Proximal Development. Education and Information Technologies, 30(6), 7191–264. https://doi.org/10.1007/s10639-024-13112-0
Çavdar, G., & Doe, S. (2012). Learning through writing: Teaching critical thinking skills in writing assignments. PS: Political Science & Politics, 45(2), 298–306. https://tinyurl.com/42xs4xh9
Chang, D. H., Lin, M. P.-C., Hajian, S., & Wang, Q. 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
Creswell, J. W., & Poth, C. N. (2016). Qualitative inquiry and research design: Choosing among five approaches. Sage Publications.
Dangin, D., & Hikmah, I. (2024). The potential uses and misuses of AI-powered writing skills on academic writing: Students’ side. Journal on Education, 7(1), 8593–8598. https://doi. org/10.31004/joe.v7i1.7709
Elim, E. H. S. Y. (2024). Promoting cognitive skills in AI-supported learning environments: the integration of bloom’s taxonomy. Education, 3(13), 1–11. https://tinyurl.com/38srahx5
Ersoy, H., Türkoglu, H., Koc, S. E., & Yalçınalp, S. (2024). Utilization of artificial intelligence in education: A perspective on learning strategies. In S. Kadry (Ed.), Artificial intelligence - Applications and speculations. IntechOpen. https://doi.org/10.5772/intechopen.1005086
Flower, L., & Hayes, J. R. (1981). A cognitive process theory of writing. College Composition & Communication, 32(4), 365-387.
Foo, Y. Y., & Lingard, L. (2023). Strategic paragraphing 2.0: Techniques for enhancing inter- paragraph coherence. Perspectives on Medical Education, 12(1), 20–24. https://doi.org/10.5334/ pme.727
Grise-Owens, E., & Crum, K. (2012). Teaching writing as a professional practice skill: A curricular case example. Journal of Social Work Education, 48(3), 517–536. https://doi.org/10.5175/ JSWE.2012.201000030
Iordanou, K., & Rapanta, C. (2021). “Argue with me”: A method for developing argument skills. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.631203
Johan, A. (2024). An analysis of critical thinking skills through argumentative essay writing. English Journal Literacy Utama, 8(1), 36-45. https://doi.org/10.33197/ejlutama.v8i1.232
Kemdiktisaintek. (2025). Panduan penggunaan generative artificial intelligence pada pembelajaran di perguruan tinggi – Kementerian pendidikan tinggi, sains, dan teknologi Republik Indonesia. Kementerian Pendidikan Tinggi, Sains, Dan Teknologi Republik Indonesia. https://tinyurl.com/2s7c6dmn
Kim, J., Yu, S., Detrick, R., & Li, N. (2025). Exploring students’ perspectives on generative AI- assisted academic writing. Education and Information Technologies, 30, 1265–300. https://doi.org/10.1007/s10639-024-12878-7
Kim, T. W., & Tan, Q. (2023). Repurposing text-generating AI into a thought-provoking writing tutor. arXiv preprint arXiv, 2304.10543. https://doi.org/10.48550/arXiv.2304.10543
Kohnke, L., Moorhouse, B. L., & Zou, D. (2023). Exploring generative artificial intelligence preparedness among university language instructors: A case study. Computers and Education: Artificial Intelligence, 5, 100156. https://doi.org/10.1016/j.caeai.2023.100156
Lee, S., & Schmidgall, J. (2020). The importance of English writing skills in the international workplace. Research Memorandum. ETS RM-20-07. Educational Testing Service.
Luckin, R., & Holmes, W. (2016). Intelligence unleashed: An argument for AI in education.
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), 2236469. https://doi.org/10.1080/2331186X.2023.2236469
Muthmainnah, M., Sulawesi, A. S., Apriani, E., Yakim, A. M. A., Seraj, P. M. I., Obaid, A. O., & Yakim, A. M. (2024). Nudging motivation to learn English through a ChatGPT smartphone- based hybrid model. In Advanced applications of generative AI and natural language processing models. IGI Global. https://doi.org/10.4018/979-8-3693-0502-7.ch002
Nguyen Thanh, B., Vo, D. T. H., Nguyen Nhat, M., Pham, T. T. T., Thai Trung, H., & Ha Xuan, S. (2023). Race with the machines: Assessing the capability of generative AI in solving authentic assessments. Australasian Journal of Educational Technology, 39(5), 59–81. https://doi. org/10.14742/ajet.8902
Nurseha, I. (2023). EFL teachers’ perspectives on how AI writing tools affect the structure and substance of students’ writing. JEET, Journal of English Education and Technology, 4(3),189–211. https://doi.org/10.59689/jeet.v4i03.127
Reginio, F. N., Ingilan, S. S., & Asrifan, A. (2026). Bridging the divide: Towards ethical AI integration in English language teaching. In Y. M. Al-Yafaei, N. J. Jomaa, & R. A. Attamimi (Eds.), Human-centered approaches to AI-enhanced English language learning and teaching (pp. 339-368). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-3561-2. ch012
Sari, Y. I., Sumarmi, S., Utomo, D. H., & Astina, I. K. (2021). The effect of problem-based learning on problem solving and scientific writing skills. International Journal of Instruction, 14(2), 11–26. https://doi.org/10.29333/iji.2021.1422a
Selim, A. S. M. (2024). The transformative impact of AI-powered tools on academic writing: Perspectives of EFL university students. International Journal of English Linguistics, 14(1), 14. https://doi.org/10.5539/ijel.v14n1p14
Singh, M., Cambronero, J., Gulwani, S., Le, V., & Verbruggen, G. (2023). Assessing GPT4-V on structured reasoning tasks. arXiv. https://doi.org/10.48550/arXiv.2312.11524
Song, C., & Song, Y. (2023). Enhancing academic writing skills and motivation: assessing the efficacy of ChatGPT in AI-assisted language learning for EFL students. Frontiers in Psychology,14. https://doi.org/10.3389/fpsyg.2023.1260843
Suh, S., Bang, J., & Han, J. W. (2025). Developing critical thinking in second language learners: Exploring generative AI like ChatGPT as a tool for argumentative essay writing. arXiv. https:// doi.org/10.48550/arXiv.2503.17013
Taloza, K. M. M. B., Jr., D. Q. M., Orteza, M. A. T., Balagan, A. M., & Kimberly. (2024). AI-assisted and non-AI-assisted writing performances of Grade-10 students. Azal Arts and Humanities,1(1), 65–94.
Taye, T., & Mengesha, M. (2024). Identifying and analyzing common English writing challenges among regular undergraduate students. Heliyon, 10(17), e36876. https://doi.org/10.1016/j.heliyon.2024.e36876
Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes (M. Cole, V. John-Steiner, S. Scribner, & E. Souberman, Eds.). Harvard University Press. https://doi.org/10.2307/j.ctvjf9vz4
Wakerkwa, D. A., Pertiwi, S. A. & Indriyani, N. (2023). AI in academic writing: Concerns, classroom strategies, and pedagogical insights. Leksika: Jurnal Bahasa, 20(1), 39-49. https://doi.org/10.30595/lks.v20i1.28546
Wale, B. D., & Bogale, Y. N. (2021). Using inquiry-based writing instruction to develop students’ academic writing skills. Asian-Pacific Journal of Second and Foreign Language Education, 6(1),4. https://doi.org/10.1186/s40862-020-00108-9
Walsh, S. (2010). What features of spoken and written corpora can be exploited in creating language teaching materials and syllabuses? In The Routledge Handbook of Corpus Linguistics (pp.333–344). Routledge.
Yatani, K., Sramek, Z., & Yang, C.-L. (2024). AI as extraherics: Fostering higher-order thinking skills in human-AI interaction. arXiv. https://doi.org/10.48550/arXiv.2409.09218
Yin, R. K. (2009). Case study research: Design and methods (Vol. 5). Sage.
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), 1-27.
Zheldibayeva, R., de Oliveira Nascimento, A. K., Castro, V., Kalantzis, M., & Cope, B. (2025). The impact of AI-driven tools on student writing development: A case study from the CGScholar AI Helper project. Online Journal of Communication and Media Technologies, 15(3), e202526. https://doi.org/10.30935/ojcmt/16738
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Southeastern Philippines Journal of Research and Development

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.