With the rapid growth of education data in large-scale assessment, machine learning techniques are crucial to the interdisciplinary development of education and information. Although data mining tools are increasingly used to predict overall student performance, resilient students in the digital world remain unstudied. Our study aims to…

In the context of the increasingly integrated development of information technology and classroom instruction, university students are engaging in a growing portion of their learning within online spaces. Against this backdrop, the investment in online learning engagement has become a topic of significant interest among numerous researchers. Prior…

This study explores the relationship between student readiness for online learning and its impacts on engagement, satisfaction, and academic achievement in Indonesian higher education. Using a mixed-methods design, the quantitative phase employed Structural Equation Modeling (SEM) to reveal that online learning readiness significantly affects…

Despite the potential for personalized learning, e-learning courses often suffer from low completion rates. In order to address this issue, we propose and empirically test a theoretical mechanism that examines how gamification can enhance the completion rate in adaptive learning courses by promoting a more positive behavioral response and attitude…

In the form of distance, video broadcast interactive courses, rural distance video classes enable rural schools with struggling art education teachers to share high-quality art education resources retrieved from urban-area schools. This study aims to investigate and explore teaching strategies that effectively enhance pupils' concentration in…

In the digital era, there has been a growing focus on seeking online academic help-seeking as an effective factor for success in the virtual learning environment. However, the Social Networking Self-efficacy (SNS) and social presence of students in online learning environments remain underexplored. This study employed a structural model to…

E-Learning has been massively used in higher education, one of which is in Universitas Indonesia. The e-learning system in Universitas Indonesia is called Student Centered E-Learning Environment Universitas Indonesia (SCELE UI). This research determines the effect of usability on the intention to use SCELE UI in a sustainable way. The Expectation…

The importance of goal clarity in college students' online self-directed learning cannot be overstated. Using micro-survey data from 1018 Chinese college students, this paper empirically investigates how goal clarity affects college students' perceived effectiveness of online self-directed learning using an ordered logit model. Subsequently, this…

Currently, primary and secondary school education quality is a major source of concern for educators. A significant number of factors, such as the development of scientific and technological progress, technological innovations, and digitalization, affect the quality of education. In recent years, teachers have come to believe that the textbook…

Technology Enabled Learning (TEL) has a major impact on the learning adaptability of the learners. During the COVID-19 pandemic, there has been a drastic change in the learning methodology. The adaptability of learners from the various domains, levels and age has been a significant component of research in context to education. In this paper, the…

The importance of university students' electronic health (eHealth) literacy has been established in the literature, yet the association with computer skills is absent. In this study, a total of 5,672 university students were recruited from Xinyang University. Data were collected from an online questionnaire, including the Chinese eHealth Literacy…

While the pandemic highlighted the critical role technology plays in children's lives, not all Australian children have reliable access to technology. This situation exacerbates educational disadvantage for children who are already amongst the nation's most vulnerable. In this research, we carried out a project with three schools in Western…

Gamification mechanisms have been increasingly integrated into educational environments to enhance learner's engagement and improve the effectiveness of online courses. However, the precise effects of gamification on learner's engagement, including the factors that influence this behavior, remain under-explored. This study addresses this gap by…

This study highlighted the role played by digitalization elements, such as information and communication technology (ICT) adoption, the social internet of things (IoT), and artificial intelligence (AI), in e-learning systems. It also examined the mediating role of digital literacy (DL) and pedagogical digital competence (PDC) and the potential…

In this study, the factors affecting the transactional distance levels of university students who continue their courses with distance education in the 2020-2021 academic years due to the COVID pandemic process were examined. Factors that affect transactional distance are modeled with Artificial Neural Networks, one of the data mining methods.…