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…

Research on academic performance in online education proliferated in the last decade; however, our current understanding of the relationship between self-regulated learning and academic performance in online learning environments remains scattered. This meta-analysis provides a holistic view of the relationship between learners' use of…

The purpose of this study is to explore the mediating role of satisfaction on attitude and usage continuity of higher education students in National Assessment and Accreditation Council accrediated institutes in India in the context of an elearning environment. To investigate the issue, we collected data from 634 students in the elearning…

This paper presents empirical evidence on financial-stress (FSF) and educational-teaching (ETF) factors to students. Therefore, the purpose of this research was to identify whether these factors were related to each-other, as well as if they affected students' performance during online learning during the Cov19 pandemic. Correlation analysis…

The aim of this study is to examine the variables that influence the learners' intention of using online learning platforms and usage behavior continuity to evaluate relationships between variables with a model proposal and to determine the predictive power of the model. Accordingly, a sustained technology acceptance model (STAM) was developed to…

This quantitative-correlational study aimed to assess to which extent the higher education institutions in West Bank- Palestine practice e-leadership during crises. The researcher mainly evaluated the relationship between leader personality and skills, leader social awareness, resources availability and e-leadership. For data collection, the…

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 COVID-19 pandemic has impacted higher education in Malaysia that requires the academics to transform their teaching style to online teaching. Hence, it is essential for them to be skillful in using new technology in teaching and learning. In Open and Distance Learning (ODL), the academic staff must learn a new environment of learning…

E-learning systems are widely deployed in higher education institutions but sustaining students' continued use of e-learning systems remains challenging. This study investigated the relationship between e-learning engagement, flow experience and learning management system continuance via a mediated moderation interaction model. The context of the…

The COVID-19 pandemic has contributed to the accelerated spread of e-learning around the world. In e-learning, self-regulation becomes more relevant than ever. Reducing the influence of traditional features of the face-to-face learning environment and increasing the impact of the e-environment place high demands on students' self-regulation. The…

This study aims to analyse the factors that can explain the adoption and effective use of a new e-learning system in Iraq. To achieve this, it uses a selection of factors that are present in the technology acceptance model (TAM) and the unified theory of acceptance and use of technology (UTAUT) model, and it includes three additional factors. The…

The aim of this study was to better understand how students use online forums and Twitter in undergraduate learning. Students completed an anonymous online survey (N = 50, 54% completion rate) to assess their general approach to these tools, the types of interaction experienced and specific uses. Students were also asked to relate their use to…

Aim/Purpose: The objective of the research was to study the relationship of seven independent factors: administrative support, course content, course design, instructor characteristics, learner characteristics, social support, and technical support on quality of e-learning in higher education during the COVID-19 pandemic. Further, the study…

The COVID-19 pandemic required educators and learners to shift to emergency remote instruction, often with little prior notice. To understand how teachers managed the transition, from April to September 2020 we surveyed nearly 1,500 instructors from 118 countries. Using cluster analysis, we have detected two readily distinguishable groups of…

Teaching of accounting is specific due to its frequently updated content, because Czech legal regulations significantly change annually, either because of the legislative or harmonization modifications, hence there is a need to constantly seek new ways to ensure a good quality of teaching in the efficient education process. The paper is based on…