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Mengrong Han; Hasri Mustafa; Saira Kharuddin – Journal of Pedagogical Research, 2025
This study investigates the adoption and usage of artificial intelligence (AI) technologies among Chinese undergraduate accounting students, focusing on the roles of Social Influence (SI), Behavioral Intention (BI), and Actual Usage (AU), while examining the mediating effect of BI and the moderating effect of Voluntariness of Use (VOU). By…
Descriptors: Artificial Intelligence, Technology Uses in Education, Technology Integration, Accounting
Linlin Hu; Hao Wang; Yunfei Xin – Education and Information Technologies, 2025
Although Generative Artificial Intelligence (GAI) has demonstrated significant potential in education, there is a lack of research on pre-service teachers' behavioral intentions toward GAI. This study is based on the UTAUT2 model and, for the first time, introduces perceived risk as a key variable to systematically investigate the factors…
Descriptors: Foreign Countries, Preservice Teachers, Computer Attitudes, Technology Integration
Ali Geris; Taibe Kulaksiz – Research in Learning Technology, 2025
This study aims to investigate the factors influencing teachers' intentions to integrate Virtual Reality (VR) technology into their educational practices, utilising the Unified Theory of Acceptance and Use of Technology (UTAUT-2) framework. The research involved adapting and validating the 'Acceptance of Mobile Immersive Virtual Reality in…
Descriptors: Technology Integration, Computer Simulation, Teacher Attitudes, Intention
Rusman; Rusman O. Setiasih; Nandi; Wawan Setiawardani; Eri Yusron – Pegem Journal of Education and Instruction, 2024
This study aims to identify factors that can influence students when using the learning management system (LMS) in learning educational pedagogy. The LMS that we mean in this study is Pedagogi.id Platform. The design model in the study uses the UTAUT model. Questionnaires with five UTAUT variables, namely performance expectancy, effort expectancy,…
Descriptors: Learning Management Systems, Technology Integration, Educational Technology, Expectation
Stephen Downes – International Association for Development of the Information Society, 2024
This paper reports on literature related to the assessment of barriers to educational technology assessment. It surveys the development of technology acceptance models from social cognitive theory and innovation diffusion theory through to a unified theory that considers performance expectancy, effort expectancy, and social influence. Because risk…
Descriptors: Barriers, Educational Technology, Attitudes, Risk Assessment
Imran Mazid; Adrienne Wallace; Jin Chen; Sera Choi – Journalism and Mass Communication Educator, 2025
Artificial Intelligence (AI) can transform all sectors and daily life, but its integration into Public Relations (PR) education and adoption by PR professors is underexplored. This study examines these factors using the Technology Acceptance Model (TAM), focusing on seven variables: social influence, perceived AI knowledge, trust, emotion, AI…
Descriptors: Artificial Intelligence, Computer Uses in Education, Public Relations, Media Education
Shahira El Alfy; Mounir Kehal – International Journal of Information and Learning Technology, 2024
Purpose: The research aims at examining educators' perceptions, attitudes and behavioral intentions toward learning analytics (LA) and the role of self-instruction within the proposed model for LA adoption. Design/methodology/approach: A quantitative approach is utilized in which a questionnaire is designed as a tool for data collection and…
Descriptors: Teacher Attitudes, Teacher Behavior, Intention, Learning Analytics
Olga V. Sergeeva; Marina R. Zheltukhina; Tatyana Shoustikova; Leysan R. Tukhvatullina; Denis A. Dobrokhotov – Contemporary Educational Technology, 2025
Generative artificial intelligence (GAI) technologies are gaining traction in higher education, offering potential benefits such as personalized learning support and enhanced productivity. However, successful integration requires understanding the factors influencing students' adoption of these emerging tools. This study investigates the…
Descriptors: Artificial Intelligence, Educational Technology, Technology Uses in Education, Technology Integration
Antony Musasa; Jameson Goto; Geoffrey Lautenbach – Contemporary Educational Technology, 2025
Educators must effectively integrate technology into their teaching practices in today's technology-driven world. This study investigated factors influencing technology integration into teaching among mathematics educators in Gauteng secondary schools in South Africa. The unified theory of acceptance and use of technology, extended by adding the…
Descriptors: Educational Technology, Technology Integration, Mathematics Education, Mathematics Teachers
Md. Rabiul Awal; Md. Enamul Haque – Journal of Applied Research in Higher Education, 2025
Purpose: This paper aims to explore students' intention to use and actual use of the artificial intelligence (AI)-based chatbot such as ChatGPT or Google Bird in the field of higher education in an emerging economic context like Bangladesh. Design/methodology/approach: The present study uses convenience sampling techniques to collect data from the…
Descriptors: Foreign Countries, College Students, Intention, Artificial Intelligence
Le Thai Bao Thien Trung; Ta Thanh Trung; Tang Minh Dung – Journal of Pedagogical Research, 2025
In the context of the widespread integration of artificial intelligence (AI) technology into education, this study aims to understand the factors influencing Vietnamese mathematics teachers' adoption of ChatGPT in secondary school teaching. Based on the Unified Theory of Acceptance and Use of Technology model, the study uses a quantitative…
Descriptors: Foreign Countries, Artificial Intelligence, Technology Uses in Education, Technology Integration
Emmanuel John Anagu; Oladunjoye John Abiodun; Felicia Cletus; Brown Ephraim – International Journal of Technology in Education and Science, 2024
Metaverse, an amalgamation of diverse information technologies, is seen as the future of the internet and holds promise for transforming education. Leveraging metaverse media for immersive learning has the potential to reshape education practices. Despite being a novel concept, metaverse-based education has the capacity to enrich online learning…
Descriptors: Computer Simulation, Foreign Countries, Universities, Student Attitudes
Hasan, Asif; Habib, Sufyan; Khan, Mohammed Arshad; Hamadneh, Nawaf N. – International Journal of Information and Communication Technology Education, 2023
This study aims to explore the various factors influencing students in adopting e-learning in educational institutions in Saudi Arabia and analyze the relationship between factors of students' adoption of e-learning and student behavior intention. The study also analyzes perceived opportunities and challenges faced by students in adopting an…
Descriptors: Foreign Countries, Educational Technology, Electronic Learning, College Students
Mahasneh, Omar – International Journal of Instruction, 2021
The current study aimed to know the factors that affect university college student's acceptance and use of Mobile learning (ML), and to discover the relationships between these factors. The researcher used the relational descriptive approach through the questionnaire Instrument. The questionnaire consisted of (25) items distributed on (7) factors…
Descriptors: Undergraduate Students, Student Motivation, Intention, Electronic Learning
Alicia Fernanda Galindo-Manrique; Vanessa Villarreal-Vera; Francisco Javier Orozco-Bendímez; Maricela García-Montoya – Journal of Social Studies Education Research, 2024
The evolving Metaverse in Higher Education (HE) in Mexico can enrich pedagogy, facilitate skills development, and improve students' learning experience. This research aimed to identify the factors guiding the adoption of the Metaverse in a Business School in Mexico. A survey analysis was conducted to gauge insights from stakeholders on the…
Descriptors: Foreign Countries, Higher Education, Technology Uses in Education, Computer Simulation