Sep 2026· International Journal of Computer Science and Mathematical Theory· pp. 50· 0 citations
TL;DR
The study concluded that students' adoption of AI tools was largely influenced by their perceived usefulness and ease of use, while adequate technological facilities and responsible-use guidance were also important.
Abstract
This study examined the factors influencing the adoption of Artificial Intelligence (AI) tools
among Computer Science students of the Federal College of Education (FCE), Yola. The study
was motivated by the increasing use of AI technologies in education and the need to understand
the factors that encouraged or discouraged students from adopting such tools for academic
activities. Specifically, the study examined the influence of perceived usefulness, perceived ease
of use, and facilitating conditions on the adoption of AI tools among Computer Science students.
A descriptive survey research design was adopted for the study. Data were collected from 87
respondents using a structured questionnaire based on a five-point Likert scale. The data were
analysed using frequency, percentage and mean scores, with a criterion mean of 3.00 used for
decision-making. The findings revealed that perceived usefulness was the strongest factor
influencing AI adoption, with a grand mean of 4.11, followed by perceived ease of use, with a
grand mean of 4.07. Facilitating conditions also influenced adoption, recording a grand mean of
3.57. The study further found that students demonstrated a generally positive attitude towards
the continued use of AI tools, with a mean score of 3.89. The findings indicated that students
perceived AI tools as useful for completing academic activities, improving learning experiences,
understanding difficult Computer Science topics and supporting academic performance.
However, issues relating to internet access, data costs, electricity, privacy and the accuracy of
AI-generated information remained relevant concerns. The study concluded that students'
adoption of AI tools was largely influenced by their perceived usefulness and ease of use, while
adequate technological facilities and responsible-use guidance were also important. The study
recommended that the institution should provide AI awareness and training programmes,
improve access to reliable internet and digital facilities, and develop appropriate guidelines for
the responsible academic use of AI tools.
This study aims to examine the level of artificial intelligence (AI) application adoption among students at the College of Communication, University of Sharjah, and to identify the factors associated with their adoption in light of Everett Rogers’ Diffusion of Innovations Theory. The study focuses on five perceived att...
Alaa Abdulhadi, Teba Jameel· International Journal of Edu...· 0 citations
Positive student acceptance alongside persistent technical and feedback-related challenges are indicated, highlighting the importance of AI literacy, responsible use and institutional support.
M. Praveen, C. Anwaya, T. Vineethan· Journal of global research i...· 0 citations
It is concluded that artificial intelligence adoption and digital literacy are important factors in enhancing academic performance among polytechnic students and polytechnic institutions should strengthen AI and digital literacy programmes and establish institutional guidelines that encourage ethical and effective inte...
L. M. Audu, S. Aruna· International Journal of Afr...· 0 citations
The rapid advancement of artificial intelligence (AI) has created new opportunities to support learning and scientific writing among students. This study examines the factors influencing students’ adoption of AI for educational and scientific writing purposes using the Unified Theory of Acceptance and Use of Technology...
Alfonsus Krismiyanto, Gabriel Wahyu Purnomo· LANCAH: Jurnal Inovasi dan T...· 0 citations
The findings revealed that undergraduate students had a positive attitude towards the use of Artificial Intelligence in education and a statistically significant difference was found between Arts and Science students with Science students demonstrating a more positive attitude than Arts students.
Abinash Neog· International Journal For Mu...· 0 citations
Assessment of academicians’ awareness of AI tools, attitudes toward AI, perceived usefulness, and the associations of attitudes and perceived usefulness with reported AI adoption indicated that institutional strategies for responsible AI integration should extend beyond general awareness initiatives.
Panan Danladi Gwaison· Artificial Intelligence in E...· 0 citations
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