2026· International journal of research and innovation in social science· Vol 10, pp. 13326-13334· 0 citations
TL;DR
The study underscores the importance for educators and software developers to focus on factual accuracy and transparency to maximize the positive impact of AI in higher education.
Abstract
Generative AI applications like ChatGPT are transforming how university students conduct research, write, and study. However, because AI models occasionally generate unverified or inaccurate information, student adoption depends heavily on trust. This study evaluates how usefulness, ease of use, and perceived information reliability affect overall student satisfaction with ChatGPT. Surveying 385 undergraduate students at UOW Malaysia, the study applied an expanded Technology Acceptance Model (TAM). The statistical model accounted for 69.1% of the variance in user satisfaction. Results show that Perceived Usefulness is the strongest indicator of satisfaction (β=0.392), followed closely by Information Reliability (β=0.348), and Perceived Ease of Use (β=0.174). While ease of navigation is appreciated, students prioritize functional utility and data accuracy when deciding whether an AI tool is genuinely valuable for their education. The study underscores the importance for educators and software developers to focus on factual accuracy and transparency to maximize the positive impact of AI in higher education.
Attitudinal findings showed that students perceive ChatGPT as reliable and useful for academic tasks while maintaining awareness of academic integrity and ethical considerations, and students are optimistic about the future integration of ChatGPT in education, provided it is used responsibly and ethically.
A. Zaidi, R. Karim, Farahidatul Akmar Binti Awaludin et al.· International journal of res...· 0 citations
AI based technology chatbots are becoming increasingly important at universities and educational institutions because they can assist students with various academic tasks. This technology helps students complete academic assignments more effectively, facilitates the generation of ideas, and provides quick access to inf...
Tashya Putri Bangun, Andi Muhammad Ilham Darajat, A. Mailangkay· International Conferences on...· 0 citations
The study concludes that effective integration of AI-based systems in higher education can enhance students' academic motivation and learning satisfaction and it is recommended that universities structure their digital transformation strategies with pedagogical considerations and guide their implementation based on pri...
Ahmet Taş· Osmaniye Korkut Ata Üniversi...· 0 citations
The classical Technology Acceptance Model falls short in fully explaining how students embrace generative artificial intelligence, as the impact of trust on their intention to use varies by platform. This study explores the acceptance mechanisms of ChatGPT and Claude AI by extending the Technology Acceptance Model to i...
Saudi university English as a foreign language students' perceptions of ChatGPT as a digital learning companion are explored, drawing on a technology-acceptance perspective to examine its usefulness, reliability, and challenges.
S. M. Alzahrani· International Journal of Com...· 0 citations
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