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…

Within the higher education sector, the principle of student-active and research-based education are established in strategy documents and action plans, but at the same time there is an ongoing debate about what is meant by research-based learning and how it can be applied in practical teaching contexts. The aim of this empirical study is to…

The current study investigates the interaction of Gamification, and Instructional Design to enhance the Usability of e-Learning in higher education programs. The study also examines the mediating role of Instructional design. Data were collected from a self-structured questionnaire from the academicians and was analyzed through Structural Equation…

The flexible, changing, and uncertain nature of present-day society requires its citizens have new personal, professional, and social competences which exceed the traditional knowledge-based, academic skills imparted in higher education. This study aims to identify those factors associated with active methodologies that predict university…

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…

The post-COVID-19 educational landscape requires novel teaching strategies to cultivate skills in a global environment where knowledge can be shared between similarly demanding and evaluated universities. This research focuses on the Collaborative International Online Learning (COIL) strategy at a Higher Education Institution in Mexico. Its…

In this article, we present an educational reform we implemented a few years ago to respond to a marked drop in the success of students entering higher education in computer science. The main objective of our reform is to adapt the teaching methods of Generation X-Y to Generation Y-Z or more. To do this, we propose two approaches. First, to make…

This research aims to study the impact of Values enhanced technology adoption (VETA) in facilitating e-learning among academicians in Higher Education Institutions (HEIs) in North India. This research also validates the moderating role of digital technology by thoroughly understanding the impact of dimensions of VETA on behavioural intention. The…

E-learning readiness (ELR) is critical for implementing digital education strategies, particularly in developing countries where online learning faces unique challenges. This study aims to provide a concise and actionable framework for assessing and predicting ELR in Algerian universities by combining the ADKAR model with advanced machine learning…

Amidst the COVID-19 pandemic, the e-learning demand among in tertiary education sector has surged, which has produced prolific research on factors influencing students' and faculties e-learning adoption. Anchored in the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) framework, this study employed a meta-analytic approach to…

In order to investigate the overall cognition of blended learning, we made a questionnaire survey and interviews with students and teachers of 10 universities and colleges in Anhui Province. Based on this investigation, we design a Rain class blended learning model which fully utilizes the modern network technology and mobile terminals to closely…

The assessment process of readiness for adoption an educational system considers the lifeblood of the e-learning system in a particular educational organization and the ability to assess the organization's readiness among the main factors which contributes to the success and progress. The readiness models are instruments that assist educational…

As online learning has been widely adopted in higher education in recent years, artificial intelligence (AI) has brought new ways for improving instruction and learning in online higher education. However, there is a lack of literature reviews that focuses on the functions, effects, and implications of applying AI in the online higher education…

Virtual teaching gained momentum for its ability to drive education continuity in times of disruption. As a result, the implementation of virtual teaching has piqued the attention of the higher education sector to leverage the affordances of this mode of instructional delivery, even in times of non-disruption. This study aims to conduct a review…

In an increasingly globalized world, developing intercultural competence in higher education is highly valued. While there has been a shift towards remote intercultural learning methods, these approaches often lack authentic and immersive experiences. To address this gap, the present study uses spherical video-based virtual reality (SVVR) to…