Responsible Use of ChatGPT in Academic Writing: Investigating Ethical Awareness and Technology Acceptance Among Adult Learners
DOI:
https://doi.org/10.48017/dj.v11i3.3874Keywords:
ChatGPT, Academic writing, ethical awareness, UTAUT, adult learnersAbstract
This study examines adult learners’ responsible use of ChatGPT for academic writing by integrating technology acceptance with ethical awareness. Motivated by unresolved questions about over-reliance, plagiarism, and authenticity, it extends the Unified Theory of Acceptance and Use of Technology (UTAUT) to account for ethical factors shaping intention and behavior. Using a sequential explanatory mixed-methods design, we surveyed 285 adult learners from Philippine higher education and conducted follow-up interviews with eight frequent ChatGPT users. Measurement results (PLS-SEM) showed satisfactory reliability and validity; structural paths indicated that performance expectancy, social influence, and facilitating conditions significantly predict behavioral intention, while effort expectancy does not; intention significantly predicts actual use. Thematic analysis revealed ethically oriented practices (e.g., paraphrasing, citation, originality checks) and peer-reinforced norms that regulate responsible adoption. We propose ethical awareness as an added construct and potential moderator of social influence—within UTAUT to better explain AI use in academic contexts. Findings inform guidelines and training that balance efficacy with integrity, and recommend policies that ensure equitable access. Future work should test extended models including trust, critical-thinking competence, and broader digital literacy, ideally through longitudinal designs to observe how adoption and ethics co-evolve.
References
Alkaissi, H., & McFarlane, S. (2023). Artificial hallucinations in ChatGPT: Implications in scientific writing. Cureus, 15(2). https://doi.org/10.7759/cureus.35179
Attuquayefio, S. N., & Addo, H. (2014). Using the UTAUT model to analyze students’ ICT adoption. International Journal of Education and Development Using Information and Communication Technology, 10(3), 75–86. http://files.eric.ed.gov/fulltext/EJ1059042.pdf
Bašić, Ž., Banovac, A., Kružić, I., & Jerković, I. (2023). ChatGPT-3.5 as writing assistance in students' essays. Humanities and Social Sciences Communications, 10(1), Article 22. https://doi.org/10.1057/s41599-023-02269-7
Bonde, S., & Firenze, P. (2019). A framework for making ethical decisions. Society and Business Ethics – OpenMaricopa. https://open.maricopa.edu/societyandbusiness/chapter/a-framework-for-making-ethical-decisions/
Cotton, D., Cotton, P., & Shipway, J. R. (2023). Chatting and Cheating. Ensuring academic integrity in the era of ChatGPT. Chatting and Cheating. Ensuring Academic Integrity in the Era of ChatGPT. https://doi.org/10.35542/osf.io/mrz8hDe Castro, C. A. (2023). A discussion about the impact of ChatGPT in education: Benefits and concerns. Journal of Business Theory and Practice, 11(2), 28–35. https://doi.org/10.22158/jbtp.v11n2p28
Creswell, J. W., & Plano Clark, V. L. (2018). Designing and Conducting Mixed Methods Research. SAGE Publications.
El-Seoud, S. A., Ayman, S. E., Nagaty, K. A., & Karam, O. H. (2023). The impact of ChatGPT on student learning/performing. Social Science Research Network. https://doi.org/10.2139/ssrn.4532913
Emon, M. M. H., Hassan, F., Nahid, M. H., & Rattanawiboonsom, V. (2023). Predicting adoption intention of artificial intelligence ChatGPT. The AIUB Journal of Science and Engineering, 22(2), 189–199. https://doi.org/10.53799/ajse.v22i2.797
Fitria, T. N. (2023). Artificial intelligence (AI) technology in OpenAI ChatGPT application: A review of ChatGPT in writing English essays. ELT Forum: Journal of English Language Teaching, 12(1), 44–58. https://doi.org/10.15294/elt.v12i1.64069
Fornell, C., & Larcker, D. F. (1981). Structural Equation Models with Unobservable Variables and Measurement Error Algebra and Statistics. Journal of Marketing Research, 18, 382-388. - References - Scientific Research Publishing. (n.d.). Www.scirp.org. https://www.scirp.org/reference/referencespapers?referenceid=1393925
Forrester, C., & Boothe, K. (2023). Generative AI in academic writing: Ethical recommendations. ResearchGate. https://doi.org/10.13140/RG.2.2.14085.52966
Hair, J.F., Risher, J.J., Sarstedt, M. and Ringle, C.M. (2019) When to Use and How to Report the Results of PLS-SEM. European Business Review, 31, 2-24. - References - Scientific Research Publishing. (n.d.). Www.scirp.org. https://www.scirp.org/reference/referencespapers?referenceid=2829078
Jarrah, A. M., Wardat, Y., & Fidalgo, P. (2023). Using ChatGPT in academic writing is (not) a form of plagiarism: What does the literature say? Online Journal of Communication and Media Technologies, 13(4), e202346. https://doi.org/10.30935/ojcmt/13572
Kline, R. B. (2015). Principles and practice of structural equation modeling (4th ed.). Guilford Publications.
Lin, C. (2019). Applying the UTAUT model to understand factors affecting the use of e-books in Fujian, China (Master’s thesis, University of Boras). University of Boras.
Memarian, B., & Doleck, T. (2023). ChatGPT in education: Methods, potentials, and limitations. Computers in Human Behavior: Artificial Humans, 1(2), 100022. https://doi.org/10.1016/j.chbah.2023.100022
Ray, P. P. (2023). ChatGPT: A comprehensive review of the background, applications, key challenges, bias, ethics, limitations, and future scope. Internet of Things and Cyber-Physical Systems, 3, 121–154. https://doi.org/10.1016/j.iotcps.2023.04.003
Su, J., & Yang, W. (2023). Unlocking the power of ChatGPT: A framework for applying generative AI in education. ECNU Review of Education, 6(3), 355–366. https://doi.org/10.1177/20965311231168423
Venkatesh, V., Morris, M., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478. https://doi.org/10.2307/30036540
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