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Weikang Lu; Chenghua Lin – Asia-Pacific Education Researcher, 2025
Based on the UTAUT model, many studies have analyzed the factors influencing the use of artificial intelligence by teachers and students, but the conclusions are not uniform. This study chose high quality studies and encoded them to do meta analysis. After heterogeneity testing, sensitivity analysis and publication bias test, it has been found…
Descriptors: Meta Analysis, Technology Integration, Computer Software, Artificial Intelligence
Maha Salem; Khaled Shaalan – Education and Information Technologies, 2025
The proliferation of digital learning platforms has revolutionized the generation, accessibility, and dissemination of educational resources, fostered collaborative learning environments and producing vast amounts of interaction data. Machine learning (ML) algorithms have emerged as powerful tools for analyzing these complex datasets, uncovering…
Descriptors: Electronic Learning, Prediction, Models, Educational Technology
Qiong Mei; Nee Nee Chan; Ranjit Singh Gill; Neevaarthana Subramaniam; Saeid Motevalli; Chin-Siang Ang – Discover Education, 2025
Improving teaching effectiveness is a key goal in higher education. The ARCS motivational model (Attention, Relevance, Confidence, Satisfaction) has become widely adopted in educational environments. This systematic review examines 24 studies from 2015 to 2024, sourced from ProQuest, Web of Science, and Scopus, selected from an initial pool of 948…
Descriptors: Attendance, Relevance (Education), Self Esteem, Satisfaction
Ragia Hassan; Yao Fu; Tammy Fry Ware – Contemporary Issues in Technology and Teacher Education (CITE Journal), 2025
Although the literature underscores the importance of teacher educators' roles in technology leadership, there remains a need to clearly define this concept within teacher education and to understand the attributes and practices that enable teacher educators to act as technology leaders, as well as the factors influencing their leadership in…
Descriptors: Literature Reviews, Meta Analysis, Teacher Education, Teacher Educators
Sackstein, Suzanne; Matthee, Machdel; Weilbach, Lizette – Education and Information Technologies, 2023
Research that employs theory provides a framework and structure in which complex phenomenon, can be understood. While many theories have been developed to study people's technology usage, the plurality of perspectives offered are complex to navigate due to the diverse range of problems and topics addressed and the varied theoretical foundations…
Descriptors: Educational Theories, Models, Technology Uses in Education, Hermeneutics
Al-Qaysi, Noor; Mohamad-Nordin, Norhisham; Al-Emran, Mostafa – Education and Information Technologies, 2020
A number of systematic reviews were conducted with respect to social media on the one hand, and the Technology Acceptance Model (TAM) application, on the other hand. However, analyzing the TAM in social media context is still questioned and requires further examination. The main objective of this systematic review is to analyze the up-to-date…
Descriptors: Social Media, Literature Reviews, Models, Computer Attitudes
Alamri, Hamdan A.; Watson, Sunnie; Watson, William – TechTrends: Linking Research and Practice to Improve Learning, 2021
Personalized learning has the potential to transfer the focus of higher education from teacher-centered to learner-centered environments. The purpose of this integrative literature review was to provide an overview of personalized learning theory, learning technology that supports the personalization of higher education, current practices, as well…
Descriptors: Individualized Instruction, Educational Technology, Technology Uses in Education, Blended Learning
Schad, Michael L.; Greene, Moe Debbagh; Jones, Monty – International Journal on E-Learning, 2021
Several theoretical and conceptual frameworks have been developed to guide research that aims to examine the application and use of technology in education. These frameworks facilitate the process of generating knowledge in the evolving field of educational technology. However, research indicates that the study of educational technology is…
Descriptors: Educational Technology, Technology Uses in Education, Educational Theories, Models
Henriksen, Danah; Creely, Edwin; Henderson, Michael; Mishra, Punya – Educational Technology Research and Development, 2021
Internationally, creativity is a widely discussed construct that is pivotal to educational practice and curriculum. It is often situated alongside technology as a key component of education futures. Despite the enthusiasm for integrating creativity with technologies in classrooms, there is a lack of common ground within and between disciplines and…
Descriptors: Creativity, Teaching Methods, Learning Processes, Futures (of Society)
Costa, Ana Carolina Ferreira; Santos, Vitor Homem de Mello; de Oliveira, Otávio José – Informatics in Education, 2022
Education 4.0 (E4) aims to improve the teaching-learning process and democratize access to quality education by using Industry 4.0 technologies in educational environments. The main objective of this article is to propose a framework containing a package of policies and initiatives for the drivers of society (industry, government, and academia) to…
Descriptors: Educational Change, Educational Quality, Educational Improvement, Democracy
Dara Tafazoli; Lee McCallum – JALT CALL Journal, 2025
The integration of computer-assisted language learning (CALL) has held increasing interest among the community over the last three decades. One paper which has taken stock of this interest and modelled the factors that impact integration has been written by Hong (2010). While Hong's model has significantly contributed to understanding technology…
Descriptors: Teaching Methods, Computer Assisted Instruction, Second Language Learning, Second Language Instruction
Lahrash, Husam A. E.; Elmansori, Mansaf M.; Salama, Mostafa – Journal of Educational Technology, 2021
The current paper conducted a critical analysis on the studies that have been carried out in both developing and developed countries regarding the adoption of e-learning technology based on the Unified Theory of Acceptance and Use of Technology (UTAUT2). The findings indicated that the UTAUT2 model is highly influential for all the models such as…
Descriptors: Educational Research, Adoption (Ideas), Technology Integration, Educational Technology
Aydin, M. Kemal; Gürol, Mehmet – International Journal of Progressive Education, 2019
ICT use has gained currency in the realm of education for about three decades. This has led to a proliferation of ICT research studies in educational settings, which has also made it more challenging for ICT practitioners and researchers to keep up with the current trends and identify the research gaps in the literature. In regard to this, the…
Descriptors: Literature Reviews, Models, Teaching Methods, Adoption (Ideas)
Burch, Zhanat Alma; Mohammed, Shereeza – International Journal of Research in Education and Science, 2019
In examining the complexity of how higher education institutions integrate and adopt classroom technology, this study explores literature regarding classroom technology integration and acceptance that appears in research articles published from 2012-2018. The literature review of 148 articles was centered on a deeper understanding of faculty…
Descriptors: Teacher Education, Teaching Methods, Educational Technology, Technology Integration
Parrish, Andrea H.; Sadera, William A. – Journal of Technology and Teacher Education, 2019
The U.S. Department of Education, national organizations, and accrediting bodies require that teacher candidates be ready to effectively integrate technology in their instruction. In order to ensure this preparedness, teacher educators must model and teach the use of technology across educator preparation programs. Development of the Teacher…
Descriptors: Faculty Development, Models, Teacher Educators, Technological Literacy

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