Factors Influencing AI-Assisted Thesis Writing in University: A Pull-Push-Mooring Theory Narrative Inquiry Study

Authors

DOI:

https://doi.org/10.56294/dm2025203

Keywords:

ChatGPT, co-pilot Microsoft, inquiry narrative, pull-push-mooring theory, self-regulated learning

Abstract

This study aims to examine the factors that motivate, attract, and anchor students to adopt AI tools during the writing process in the context of push-pull-mooring (PPM) theory. Utilizing a narrative inquiry research approach, this study employed observation, in-depth interviews, and document analysis for data collection. The analysis identified the key factors through reflexive thematic methods. Key pull factors include the generation of credit authorship contributions and the integration of AI into academic writing. The pull factors encompass topic selection, dynamic literature review, research questions, proposal conceptualization, designing research methods, data analysis, revising drafts, and managing references. AI integration incorporates active learning, self-regulated learning (SRL), inquiry-based learning, and overcoming linguistic challenges. The push factors identified include reference inaccuracies, confidentiality of research, and overreliance on AI. Three anchoring principles guide the ethical incorporation of AI in thesis writing: institutional academic policies, AI augmentation, and comprehensive contextual learning approach. But the study's limitations include the small sample size of ten students from a single university, which affects the generalizability of the results.

References

Strielkowski W, Grebennikova V, Lisovskiy A, Rakhimova G, Vasileva T. (2024). AI‐driven adaptive learning for sustainable educational transformation. Sustainable Development. 2024; 1-27. DOI: https://doi.org/10.1002/sd.3221

Salah M, Al Halbusi H, Abdelfattah F. May the force of text data analysis be with you: Unleashing the power of generative AI for social psychology research. Computers in Human Behavior: Artificial Humans. 2023; 1(1):100006. DOI: https://doi.org/10.1016/j.chbah.2023.100006

Williamson B. The social life of AI in education. International Journal of Artificial Intelligence in Education. 2024; 34(1): 97-104. DOI: https://doi.org/10.1007/s40593-023-00342-5

Naseer F, Khalid MU, Ayub N, Rasool A, Abbas T, Afzal MW. (2024). Automated Assessment and Feedback in Higher Education Using Generative AI. In C. Sharma R, Bozkurt A, editors Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation. IGI Global; 2024, p. 433-461. DOI: https://doi.org/10.4018/979-8-3693-1351-0.ch021

Hasyim N, Arismunandar, Butarbutar R, Ramli AM, Malik Nur ID. Mind mapping of teachers’ readiness for online teaching and learning: A reflective study of urban and suburban areas. Cogent Education. 2024;11(1). DOI: https://doi.org/10.1080/2331186X.2023.2292864

Kaswan KS, Dhatterwal JS, Ojha RP. AI in personalized learning. In Advances in Technological Innovations in Higher Education. CRC Press; 2024. DOI: https://doi.org/10.1201/9781003376699-9

Shoaib M, Sayed N, Singh J, Shafi J, Khan S, Ali F. (2024). AI student success predictor: Enhancing personalized learning in campus management systems. Computers in Human Behavior. 2024; 158: 108301. DOI: https://doi.org/10.1016/j.chb.2024.108301

Shen X, Tao Y. Metacognitive Strategies, AI-based Writing Self-efficacy and Writing Anxiety in AI-assisted Writing Contexts: A Structural Equation Modeling Analysis. International Journal of TESOL Studies. 2025; 7(1).

Lee I. (2025). AI-powered writing assistance: Korean language students' and teachers' views and experiences. In Innovative Methods in Korean Language Teaching. In: Fraschini N, Kiaer J, editors. Routledge; 2025, p. DOI: https://doi.org/10.4324/9781032725307-3

Gao R, Merzdorf HE, Anwar S, Hipwell MC, Srinivasa A. Automatic assessment of text-based responses in post-secondary education: A systematic review. Computers and Education: Artificial Intelligence. 2024; 6: 100206. DOI: https://doi.org/10.1016/j.caeai.2024.100206

Kim J, Yu S, Detrick R. et al. Exploring students’ perspectives on Generative AI-assisted academic writing. Educ Inf Technol. 2025; 30: 1265–1300. DOI: https://doi.org/10.1007/s10639-024-12878-7

Nguyen A, Hong Y, Dang B, Huang X. Human-AI collaboration patterns in AI-assisted academic writing. Studies in Higher Education. 2024; 49(5): 1-18. DOI: https://doi.org/10.1080/03075079.2024.2323593

Zhu Z, Peng Z, Yang K. Utilizing the push–pull–mooring framework to explore university teachers' intention to switch from traditional classrooms to smart classrooms in China. Education+ Training. 2023; 65(3): 470-491. DOI: https://doi.org/10.1108/ET-12-2021-0461

Ahn J. Understanding food delivery service customers’ switching behavior. Journal of Hospitality and Tourism Technology. 2025; 16(1): 124-138. DOI: https://doi.org/10.1108/JHTT-02-2024-0124

Garg M. The Synergy Between Spirituality and AI: A Survey. In: Garg M, editor. Spiritual Artificial Intelligence (SAI) Towards a New Horizon. Cham: Springer Nature Switzerland; 2024, p. 113-124.

Tang A, Li KK, Kwok KO, Cao L, Luong S, Tam W. The importance of transparency: Declaring the use of generative artificial intelligence (AI) in academic writing. Journal of Nursing Scholarship. 2024; 56(2): 314-318. DOI: https://doi.org/10.1111/jnu.12938

Salamkar MA. Feature engineering: Using AI techniques for automated feature extraction and selection in large datasets. Journal of Artificial Intelligence Research and Applications. 2023; 3(2): 1130-1148.

Khalifa M, Albadawy M. Using artificial intelligence in academic writing and research: An essential productivity tool. Computer Methods and Programs in Biomedicine Update. 2024; 5: 100145. DOI: https://doi.org/10.1016/j.cmpbup.2024.100145

Melliti M. Using Genre Analysis to Detect AI-Generated Academic Texts. Diálogos. 2024, 16(29): 09-27. DOI: https://doi.org/10.61604/dl.v16i29.377

Alqahtani T, Badreldin HA, Alrashed M, Alshaya AI, Alghamdi SS, bin Saleh K, ... & Albekairy AM. The emergent role of artificial intelligence, natural learning processing, and large language models in higher education and research. Research in Social and Administrative Pharmacy. 2023; 19(8): 1236-1242. DOI: https://doi.org/10.1016/j.sapharm.2023.05.016

Butarbutar R. Students’ perceptions of online scaffolding tools for improving writing skills. Cogent Education. 2024; 11(1). DOI: https://doi.org/10.1080/2331186X.2024.2428906

Gao, Y. Deep learning-based strategies for evaluating and enhancing university teaching quality. Computers and Education: Artificial Intelligence. 2025; 8: 100362. DOI: https://doi.org/10.1016/j.caeai.2025.100362

Baca G, Zhushi G. Assessing attitudes and impact of AI integration in higher education. Higher Education, Skills and Work-Based Learning. 2024; Vol. ahead-of-print No. ahead-of-print. DOI: https://doi.org/10.1108/HESWBL-02-2024-0065

Mohamed Eldakar MA, Khafaga Shehata AM, Abdelrahman Ammar AS. What motivates academics in Egypt toward generative AI tools? An integrated model of TAM, SCT, UTAUT2, perceived ethics, and academic integrity. Information Development. 2025; 0(0). DOI: https://doi.org/10.1177/02666669251314859

Annamalai N. Factors affecting English language high school teachers switching intention to ChatGPT: A Push-Pull-Mooring theory perspective. Interactive Learning Environments. 2024; 1–18. DOI: https://doi.org/10.1080/10494820.2024.2371928

Wang L, Miao CJ, Ye JH, Huang X, Nong L, Nong W. (2023). A study on the influencing factors and response strategies for young teachers from Taiwan to teach in universities in China: a push-pull-mooring model perspective. Frontiers in Psychology. 2023; 14: 1182982. DOI: https://doi.org/10.3389/fpsyg.2023.1182982

Yen YS. Predicting students’ transfer intention to other universities using the push–pull–mooring model. Journal of Marketing for Higher Education. 2023; 1-22. DOI: https://doi.org/10.1080/08841241.2023.2199693

Kim J, Yu S, Lee SS, Detrick R. (2025). Students’ prompt patterns and its effects in AI-assisted academic writing: Focusing on students’ level of AI literacy. Journal of Research on Technology in Education. 2025; 1-18. DOI: https://doi.org/10.1080/15391523.2025.2456043

Bantoto FM, Flores B, Jindal M. Is Artificial Intelligence a “Learning Material” in Higher Education? Students Perception on Using Artificial Intelligence on Language Learning. In International Conference on Digital Technologies and Applications. Cham: Springer Nature Switzerland; 2024, p. 56-63. DOI: https://doi.org/10.1007/978-3-031-68653-5_6

Wang C. (2024). Exploring Students’ Generative AI-Assisted Writing Processes: Perceptions and Experiences from Native and Nonnative English Speakers. Technology, Knowledge and Learning. 2024; 1-22. DOI: https://doi.org/10.1007/s10758-024-09744-3

Songkram N, Chootongchai S, Keereerat C, Songkram N. (2024). Potential of ChatGPT in academic research: exploring innovative thinking skills. Interactive Learning Environments. 2024; 1-23. DOI: https://doi.org/10.1080/10494820.2024.2375342

Jin F, Lin CH, Lai C. (2024). Modeling AI-Assisted Writing: How Self-Regulated Learning Influences Writing Outcomes. Computers in Human Behavior. 2024; 165(3): 108538. DOI: https://doi.org/10.1016/j.chb.2024.108538

Bacon ED, Maneerutt G. Enhancing English as a Foreign Language Academic Writing through AI and Peer-Assisted Learning. Journal of Institutional Research South East Asia. 2024; 22(3).

Clandinin DJ. Journeys in narrative inquiry: The selected works of D. Jean Clandinin. Routledge; 2019. DOI: https://doi.org/10.4324/9780429273896

Braun V, Clarke V. Reflecting on reflexive thematic analysis. Qualitative research in sport, exercise and health. 2019; 11(4): 589-597. DOI: https://doi.org/10.1080/2159676X.2019.1628806

McKim C. Meaningful member-checking: a structured approach to member-checking. American Journal of Qualitative Research. 2023; 7(2): 41-52.

Xu Y, Liu X, Cao X, Huang C, Liu E, Qian S, ... & Zhang J. (2021). Artificial intelligence: A powerful paradigm for scientific research. The Innovation. 2021; 2(4): 1-21. DOI: https://doi.org/10.1016/j.xinn.2021.100179

Lin H, Chen Q. Artificial intelligence (AI)-integrated educational applications and college students’ creativity and academic emotions: students and teachers’ perceptions and attitudes. BMC psychology. 2024; 12(1): 487. DOI: https://doi.org/10.1186/s40359-024-01979-0

Liu M, Ren Y, Nyagoga LM, Stonier F, Wu Z, Yu L. Future of education in the era of generative artificial intelligence: Consensus among Chinese scholars on applications of ChatGPT in schools. Future in Educational Research. 2023; 1(1): 72-101. DOI: https://doi.org/10.1002/fer3.10

Darwin, Rusdin D, Mukminatien N, Suryati N, Laksmi ED, Marzuki. Critical thinking in the AI era: An exploration of EFL students’ perceptions, benefits, and limitations. Cogent Education. 2024; 11(1): 2290342. DOI: https://doi.org/10.1080/2331186X.2023.2290342

Dezuanni M, Osman K. IFLA Trend Report 2024: Literature Review (Initial Edition); 2024.

Moundridou M, Matzakos N, Doukakis S. Generative AI tools as educators’ assistants: Designing and implementing inquiry-based lesson plans. Computers and Education: Artificial Intelligence. 2024; 7: 100277. DOI: https://doi.org/10.1016/j.caeai.2024.100277

Smith JM. "I'm Sorry, but I Can't Assist": Bias in Generative AI. In: Proceedings of the 2024 on RESPECT Annual Conference; 2024, p. 75-80. DOI: https://doi.org/10.1145/3653666.3656065

Tariq MU (Ed.). AI-Driven Learning and Engagement in Higher Education. IGI Global; 2024. DOI: https://doi.org/10.4018/979-8-3693-4074-5

Lin X, Chien SW, Hung CW, Chen SC, Ruangkanjanases A. The impact of switching intention of telelearning in COVID-19 epidemic's era: The perspective of push-pull-mooring theory. Frontiers in Psychology. 2021; 12: 639589. DOI: https://doi.org/10.3389/fpsyg.2021.639589

Adel A, Ahsan A, Davison C. ChatGPT promises and challenges in education: Computational and ethical perspectives. Education Sciences. 2024; 14(8): 1-28. DOI: https://doi.org/10.3390/educsci14080814

Filetti S, Fenza G, Gallo A. Research design and writing of scholarly articles: new artificial intelligence tools available for researchers. Endocrine. 2024; 85: 1104-1116. DOI: https://doi.org/10.1007/s12020-024-03977-z

Schmager S, Pappas I, Vassilakopoulou P. Human-Centered AI Design Principles for the Public Service Domain: An Action Design Research Study. In Proceedings of the 58th Hawaii International Conference on System Sciences; 2025, p. 5509-5518. DOI: https://doi.org/10.24251/HICSS.2025.661

Garg M. The Synergy Between Spirituality and AI: A Survey. In Spiritual Artificial Intelligence (SAI) Towards a New Horizon. Cham: Springer Nature Switzerland; 2024, p. 113-124. DOI: https://doi.org/10.1007/978-3-031-73719-0_9

Qazi MH, Munir T, Zaigham MS, Mughal UA. The Impact of AI-Assisted Self-Regulated Learning, Specifically Chatgpt, on Students’engagement and Writing Skill Enhancement. Journal of Applied Linguistics and TESOL (JALT). 2025; 8(1): 393-415.

Hsu MH. (2024). Mastering medical terminology with ChatGPT and Termbot. Health Education Journal. 2024; 83(4): 352-358. DOI: https://doi.org/10.1177/00178969231197371

Wang H, Dang A, Wu Z, Mac S. (2024). Generative AI in higher education: Seeing ChatGPT through universities' policies, resources, and guidelines. Computers and Education: Artificial Intelligence. 2024; 7: 100326. DOI: https://doi.org/10.1016/j.caeai.2024.100326

Alkamel MAA, Alwagieh NAS. (2024). Utilizing an adaptable artificial intelligence writing tool (ChatGPT) to enhance academic writing skills among Yemeni university EFL students. Social Sciences & Humanities Open. 2024; 10: 101095. DOI: https://doi.org/10.1016/j.ssaho.2024.101095

Safrai M, Orwig KE (2024). Utilizing artificial intelligence in academic writing: an in-depth evaluation of a scientific review on fertility preservation written by ChatGPT-4. Journal of Assisted Reproduction and Genetics. 2024; 41: 1871–1880. DOI: https://doi.org/10.1007/s10815-024-03089-7

Van Niekerk J, Delport PM, Sutherland I. Addressing the use of generative AI in academic writing. Computers and Education: Artificial Intelligence. 2025; 8: 100342 DOI: https://doi.org/10.1016/j.caeai.2024.100342

Ruiz-Rojas LI, Salvador-Ullauri L, Acosta-Vargas P. Collaborative working and critical thinking: Adoption of generative artificial intelligence tools in higher education. Sustainability. 2024; 16(13): 5367. DOI: https://doi.org/10.3390/su16135367

Ardiningtyas SY, Butarbutar R, Weda S, Nur S. Online scaffolding behavior for speaking EFL improvement: narrative inquiry issues. Interactive Learning Environments. 2023; 32(9): 5009–5019. DOI: https://doi.org/10.1080/10494820.2023.2207608

Leba SMR, Butarbutar R. The Function of Artificial Intelligence (AI) In Developing English Language Learner's Speaking Performance. In Proceedings of International Conference on Science and Technology for the Internet of Things. 2024; 1(1): 240-249.

O’Neill R, Russell AMT. Grammarly: Help or hindrance? Academic Learning Advisors’ perceptions of an online grammar checker. Journal of Academic Language & Learning. 2019; 13(1): A88–A107.

Santoso TI. Penulisan Artikel Ilmial Berbantuan Artificial Intelegence (AI) Untuk Seluruh Dosen Di Indonesia. In The Proceeding of Community Service and Engagement (COSECANT) Seminar. 2024; 4(1): 20-24.

Selim ASM. The transformative impact of AI-powered tools on academic writing: Perspectives of EFL university students. International Journal of English Linguistics. 2024; 14(1): 1-14. DOI: https://doi.org/10.5539/ijel.v14n1p14

Al-Sofi BBMA. Artificial intelligence-powered tools and academic writing: to use or not to use ChatGPT. Saudi Journal of Language Studies. 2024; 4(3): 145-161. DOI: https://doi.org/10.1108/SJLS-06-2024-0029

Al-Bukhrani MA, Alrefaee YMH, Tawfik M. Adoption of AI writing tools among academic researchers: A Theory of Reasoned Action approach. PLoS ONE. 2025; 20(1): 1-27. DOI: https://doi.org/10.1371/journal.pone.0313837

Yao Y, Sun Y, Zhu S, Zhu X. A qualitative inquiry into metacognitive strategies of postgraduate students in employing ChatGPT for English academic writing. European Journal of Education. 2025; 60(1): 1-13. DOI: https://doi.org/10.1111/ejed.12824

Nnorom IC. (2025). Ethical Considerations in Artificial Intelligence and Academic Integrity: Balancing Technology and Human Values. In: Okebukola PA, editor. AI and Ethics, Academic Integrity and the Future of Quality Assurance in Higher Education. Sterling Publishers; 2025, p. 93-100.

Amer MIB, Rababah LM, Rababah MA. Exploring ChatGPT as a tool for thesis writing: Perspectives of EFL supervisors in Jordanian universities. Journal of Language Teaching and Research. 2025; 16(1): 33-42. DOI: https://doi.org/10.17507/jltr.1601.04

Schönberger M. Integrating Artificial Intelligence in Higher Education: Enhancing Interactive Learning Experiences and Student Engagement Through ChatGPT. In Lytras MD, Alkhaldi A, Malik S, Serban AC, Aldosemani T, editors. The Evolution of Artificial Intelligence in Higher Education: Challenges, Risks, and Ethical Considerations. Emerald Publishing Limited; 2024, p. 11-34. DOI: https://doi.org/10.1108/978-1-83549-486-820241002

Leba SM, Butarbutar R, Werang B. Exploring the English learning strategies of an indigenous Papuan student of Indonesia. The Qualitative Report. 2021; 26(9): 2745–2768. DOI: https://doi.org/10.46743/2160-3715/2021.4881

Butarbutar R, Ruing FH, Basri N, Tuharea VU, Leba SMR. Unpacking Online Collaborative Learning in Teaching EFL Speaking: Insights from Three Rural Area Case Studies. The Qualitative Report. 2023; 28(12): 3379-3401. DOI: https://doi.org/10.46743/2160-3715/2023.6165

Chomsky, N. High-tech plagiarism in AI tools. Interview in [Interview Source]. https://www.youtube.com/watch?v=SJi4VE-0MoA (2023)

Lund BD, Wang T. Chatting about ChatGPT: how may AI and GPT impact academia and libraries? Library hi tech news. 2023; 40(3): 26-29. DOI: https://doi.org/10.1108/LHTN-01-2023-0009

Downloads

Published

2025-02-10

Issue

Section

Original

How to Cite

1.
Butarbutar R, González Vallejo R. Factors Influencing AI-Assisted Thesis Writing in University: A Pull-Push-Mooring Theory Narrative Inquiry Study. Data and Metadata [Internet]. 2025 Feb. 10 [cited 2025 Nov. 30];4:203. Available from: https://dm.ageditor.ar/index.php/dm/article/view/203