Motivation is critical to student success in learning environments. However, changes in situation-specific motivation over time are rarely explored among online learners. Drawing from the Situated Expectancy Theory (SEVT), in the current study, I examined changes in situational task-specific task value and cost over the short term and tested the…

In the traditional teaching mode, it is difficult for teachers to have a comprehensive understanding of each student's study, and it is also hard for them to provide targeted guidance and assistance. With the development of data collection and analysis technology, schools and educational institutions can make better use of big data technology to…

Purpose: This study examines learner satisfaction and success as mechanisms through which online learning quality translates into learners' continuous intentions of use by extending DeLone and McLean's information system success model. It also examines the moderating effect of perceived supervisory support and learners' self-regulation on online…

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…

Purpose: This paper aims to explore the impact of a digital growth mindset on the academic performance of business students in China as well as the role of gender in this relationship. The study provides feasible ways to foster such a mindset to ensure quality in business education. Design/methodology/approach: The paper employs a survey to…

Learning processes can now be transferred to digital environments, allowing for the tracking of learners' digital footprints. The field of learning analytics focuses on the efficient use of these digital records to improve both learning experiences and processes. Dashboards are the tangible outputs of learning analytics. The use of dashboards in…

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…

Self-regulated learning (SRL) is a prerequisite for successful learning. However, studies have reported that many students struggle with self-regulation in online learning, indicating the need to provide students with additional support for SRL. This study adopted a design-based research methodology to iteratively design, implement, and evaluate…

Poor academic performance remains among the most concerning educational issues, especially in higher education and online learning. To address the concern, institutions like the University of Southeastern Philippines (USeP) leverage educational data mining (EDM) techniques to generate relevant information from learning management systems (LMS)…

Online learning has accentuated the role and interaction of numerous educational and psychological factors among students, especially undergraduates. Psychological resilience, as an evaluative factor of mental health, has been confirmed in previous studies as having an effect on undergraduates' online learning performance and satisfaction.…

This study examined the factors related to student persistence in online education programs. Using a model of persistence, we conducted five confirmatory factor analytic models to evaluate scales that measured the factors of interest: locus of control, self-efficacy, task value, satisfaction, and persistence. We also conducted and compared two…

This study leverages national data and a quasi-experimental design to examine the influence of enrolling in an exclusively online degree program on students' likelihood of completing their degree. We find that enrolling in an exclusively online degree program had a negative influence on students' likelihood of completing their bachelor's degree or…

Pre-service student teachers (PSSTs) should improve their metacognition in order to support their long-term development in their future complex teaching and learning lives. Although previous studies have explored the role of metacognition in learners' learning effectiveness, the interrelationships pattern of metacognition elements in the process…

The goal of teaching is student success, but defining success can be daunting. A rudimentary description of student success involves academic achievement and students' attainment of a high level of satisfaction with their educational process. The pinnacle of student success is transformational learning. Transformational learning is ultimately…

This study aims to identify the mediating effect of collaborative learning on the relationship between Learning Management System (LMS) usage and academic performance among undergraduate students in a public university through the constructivism theory. The study employed a purposive sampling survey method, and 381 valid respondents were…