Integrating Project-Based Learning and Artificial Intelligence (PjBL-AI) Model to Enhance Students' Descriptive Writing Skills
https://doi.org/10.30605/onoma.v11i4.7195
Keywords:
Project-Based Learning, Artificial Intelligence, Descriptive Writing, Writing Skills, Higher EducationAbstract
This study investigates the effect of integrating the Project-Based Learning model with Artificial Intelligence (PjBL-AI) on university students' descriptive writing skills. Using a quasi-experimental pretest–posttest control group design, the research involved third-semester students of the Indonesian Language and Literature Education Department at Universitas Negeri Makassar. Two classes were selected: the experimental group, which received instruction through the PjBL-AI model, and the control group, which was taught using conventional methods. Data were collected through a descriptive writing test and a student perception questionnaire on AI use, and analyzed using normality, homogeneity, Paired Sample t-test, and Independent Sample t-test analyses. The results showed that the experimental group achieved a significant 25.5% improvement in writing scores, compared to an 8.5% insignificant increase in the control group. The PjBL-AI model effectively enhanced students' content development, text organization, vocabulary, grammar, and writing mechanics. AI integration facilitated cognitive and metacognitive processes through real-time feedback, supporting the stages of planning, drafting, revising, and publishing. This study reinforces constructivist and sociocognitive theories in writing instruction, demonstrating that PjBL-AI can serve as an innovative and adaptive pedagogy that promotes digital literacy and higher-order thinking. Overall, this research introduces a novel approach to AI-assisted project-based learning and provides empirical evidence for its effectiveness, offering valuable insights for future studies and curriculum innovation in language education.
Downloads
References
Al-fraihat, D., Joy, M., & Sinclair, J. (2020). Computers in Human Behavior: Evaluating E-learning systems' success : An empirical study. Computers in Human Behavior, 102(March 2019). DOI: https://doi.org/10.1016/j.chb.2019.08.004
Arqam, A., & Asrifan, A. (2024). Integrating AI in Project-Based Learning for Differentiated English Language Instruction: A Scoping Review. Journal of English Education and Teaching, 8(3), 586–608. https://doi.org/10.33369/jeet.8.3.586-608 DOI: https://doi.org/10.33369/jeet.8.3.586-608
Ayuna, R. S. Q., Cahyaningrum, A., Zakira, S., Baen, S., & Tjalla, A. (2022). Penerapan Metode Discovery Learning Menurut Teori Kognitivisme Bruner dalam Pemberian Layanan Bimbingan Konseling di Sekolah Menengah Atas. Jurnal Mahasiswa BK An-Nur : Berbeda, Bermakna, Mulia, 8(3). https://doi.org/10.31602/jmbkan.v8i3.8904 DOI: https://doi.org/10.31602/jmbkan.v8i3.8904
Bermudo, D. M. (2024). Impact of Project-Based Learning on the Motivation of Students at a Productive Technical Education Center in Ayacucho –CETPRO. Educational Administration: Theory and Practice. https://doi.org/10.53555/kuey.v30i11.8740 DOI: https://doi.org/10.53555/kuey.v30i11.8740
Chen, S. Y. (2023). Generative AI, Learning, and New Literacies. Journal of Educational Technology Development and Exchange, 16(2). https://doi.org/10.18785/jetde.1602.01 DOI: https://doi.org/10.18785/jetde.1602.01
Chien, S.-Y., Hwang, G.-J., & Jong, M. S.-Y. (2020). Effects of peer assessment within the context of spherical video-based virtual reality on EFL students' English-speaking performance and learning perceptions. Computers & Education, 146, 103751. https://doi.org/10.1016/j.compedu.2019.103751 DOI: https://doi.org/10.1016/j.compedu.2019.103751
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). https://doi.org/10.1186/s41239-023-00425-2 DOI: https://doi.org/10.1186/s41239-023-00425-2
Flower, L., & Hayes, J. R. (1981). A Cognitive Process Theory of Writing. College Composition & Communication, 32(4), 365–387. https://doi.org/10.58680/ccc198115885 DOI: https://doi.org/10.58680/ccc198115885
Halliday, M. A. K. (1996). An introduction to functional grammar. E. Arnold.
Hemming, K., Haines, T. P., Chilton, P. J., Girling, A. J., & Lilford, R. J. (2015). The stepped wedge cluster randomised trial: rationale, design, analysis, and reporting. BMJ, 350(feb06 1), h391–h391. https://doi.org/10.1136/bmj.h391 DOI: https://doi.org/10.1136/bmj.h391
Hyland, K. (2022). Second language writing (3rd ed.). Cambridge University Press.
Inggriyani, F., & Anisa Pebrianti, N. (2021). Analisis Kesulitan Keterampilan Menulis Karangan Deskripsi Peserta Didik di Sekolah Dasar. Didaktik : Jurnal Ilmiah Pgsd Stkip Subang, 7(01), 1–22. https://doi.org/10.36989/didaktik.v7i01.175 DOI: https://doi.org/10.36989/didaktik.v7i01.175
Krajcik, J. S., & Blumenfeld, P. C. (2005). Project-Based Learning. In The Cambridge Handbook of the Learning Sciences (pp. 317–334). Cambridge University Press. https://doi.org/10.1017/CBO9780511816833.020 DOI: https://doi.org/10.1017/CBO9780511816833.020
Kurniawan, B., Purnomo, A., & Ratnawati, N. (2021). Model pembelajaran pola sidang pengadilan: Suatu kerangka teoretis. Jurnal Integrasi Dan Harmoni Inovatif Ilmu-Ilmu Sosial (JIHI3S), 1(10). https://doi.org/10.17977/um063v1i10p1108-1112 DOI: https://doi.org/10.17977/um063v1i10p1108-1112
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), 519. https://doi.org/10.3390/info16070519 DOI: https://doi.org/10.3390/info16070519
Luo, H., Yang, T., Kwon, S., Li, G., Zuo, M., & Choi, I. (2021). Performing versus observing: Investigating the effectiveness of group debriefing in a VR-based safety education program. Computers & Education, 175, 104316. https://doi.org/10.1016/j.compedu.2021.104316 DOI: https://doi.org/10.1016/j.compedu.2021.104316
Mahmudi, I. (2018). Rubrik Analitik Penilaian Hasil Belajar Praktik Pendidikan Agama Islam. Fikrah: Journal of Islamic Education, 2(2).
Piaget, J. (1971). Science of education and the psychology of the child. Viking Press.
Sandstrom, K. (2021). Building genre knowledge through peer review: L2 doctoral students' feedback provision in the natural sciences. Journal of Writing Research, 13(vol. 13 issue 2), 257–283. https://doi.org/10.17239/jowr-2021.13.02.03 DOI: https://doi.org/10.17239/jowr-2021.13.02.03
Sari, Y. L., Prasada, D., & Mulia, B. (2023). Pengaruh Gaya Kepemimpinan, Motivasi dan Disiplin Kerja Terhadap Kinerja Karyawan Pada PT. Surya Sudeco Bintaro. Jurnal Ilmiah Swara MaNajemen (Swara Mahasiswa Manajemen), 3(3), 462. https://doi.org/10.32493/jism.v3i3.32416 DOI: https://doi.org/10.32493/jism.v3i3.32416
Thomas, J. W. (2000). A review of research on project-based learning. The Autodesk Foundation. Interdisciplinary Journal of Problem-Based Learning, 22(1).
Ulum, H. M. (2016). Uji Validitas Dan Reliabilitas. Buku Uji Validitas Dan Uji Reliabilitas.
Vygotskiĭ, L. S., & Cole, M. (1938).-. (1978). Mind in society. Harvard University Press.
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? Q1International journal of educational technology in higher education; H- Springer, 16(1). DOI: https://doi.org/10.1186/s41239-019-0171-0
Downloads
Published
How to Cite
Issue
Section
Categories
License
Copyright (c) 2025 Idawati, Fadilah Neyarasmi

This work is licensed under a Creative Commons Attribution 4.0 International License.
In submitting the manuscript to the journal, the authors certify that:
- They are authorized by their co-authors to enter into these arrangements.
- The work described has not been formally published before, except in the form of an abstract or as part of a published lecture, review, thesis, or overlay journal.
- That it is not under consideration for publication elsewhere,
- That its publication has been approved by all the author(s) and by the responsible authorities – tacitly or explicitly – of the institutes where the work has been carried out.
- They secure the right to reproduce any material that has already been published or copyrighted elsewhere.
- They agree to the following license and copyright agreement.
License and Copyright Agreement
Authors who publish with Onoma Journal: Education, Languages??, and Literature agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution License (CC BY 4.0) that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.









