Higher education institutions have consistently strived to provide students with top-notch education. To achieve better outcomes, machine learning (ML) algorithms greatly simplify the prediction process. ML can be utilized by academicians to obtain insight into student data and mine data for forecasting the performance. In this paper, the authors…

This study is significant as it seeks to establish the connection between the digital literacy levels of pre-service teachers and their teacher identities while also examining the mediating role of mobile learning in this relationship. Additionally, it explores the impact of pre-service teachers' digital literacy and learning motivations on their…

This study extends the community of inquiry (CoI) framework and empowerment theory by exploring the relationships between motivational variables, CoI variables, learning presence, and empowerment. We added motivational beliefs (growth mindset, self-efficacy, and task value) as associated variables and learning presence (online self-regulation) as…

Online learning as an emerging learning method has a significant impact on education, which cannot be ignored. This article explores the relationship between engagement (including cognition, behavior and emotion), motivation, environment, and college students' concentration in online learning during the COVID-19 pandemic. A total of 889 college…

This study is devoted to the study of the digital divide between the developed and frontier regions of China, as a model for solving the problems of the global digital divide. The research is based on a representative sample of 1,520 high school students and 220 teachers. The study included several successive stages; each of them was devoted to…

The aim of the article is to study the prediction model of an individual learning style in e-learning systems to enhance the effectiveness of dentistry education. In developing the model, Neil Fleming's VARK concept of information perception was applied. The statistical data of the Russian Federal State Statistics Service on the students'…

This study investigated moderating effect of factors of "innovation consciousness" and "quality consciousness" on relationship between intention and behaviour in the context of e-learning integration. Previous authors have suggested a deeper theoretical examination of conditions under which intention may or may not directly…

Technological evolution involves a challenge for teachers and higher education institutions to achieve e-learning success. This paper addresses this issue from the teachers' perspective to reveal what characteristics of the e-learning system affect teachers' continuance commitment and contribute to the increase and permanence of e-learning…

The aim of this study was to analyze whether the self-evaluation online teaching effectiveness (SEOTE) and literacy of learning manage system (LLMS) did significantly have effect on the level of self-directed learning readiness (SDLR). Furthermore, it was another purpose to examine whether the LLMS was a significant mediating effect between SEOTE…

COVID-19 has impacted educational processes in most countries: some educational institutions have closed, while others, particularly in higher education, have converted to online learning systems, due to the advantages offered by information technologies. This study analyzes the critical factors influencing students' satisfaction with their…

The period of social distancing caused by the COVID-19 pandemic is characterized as an effective proposal to control the spread of the coronavirus (SARS-CoV-2), however, it changes the social dynamics of individuals in society. Based on this question, the present study aimed to understand how was the performance of Brazilian physical education…

Since the onset of the COVID-19 pandemic, "Emergency Remote Teaching through Online Learning" "(ERT-OL") has become the prevalent form of learning at many universities worldwide. At the same time, voices around the world have pointed to "difficulties" in online learning in general and to concerns regarding…

In this study, students' interactions with different learning activities are examined and the relation among learning performance with different interaction patterns, learning performance, self-regulated learning (SRL) strategies and motivation is presented. Learning materials including different kinds of activities are prepared and presented to…

The technology enhancement learning (TEL) needs continuous use and high perception from learners with collaborative of technologies and multi-media applications. The problem of continuous intention in e-learning applications relies on the type of technology used that changes from one university to another. This study aims to design a framework…

Differences in styles of learning have become important considerations at all levels of education over the last several years. Examining college students' preferred style of learning is useful for course design and effective instructional methods. Using the Felder-Silverman Index of Learning Styles (ILS), and MBTI Inventories we investigate the…