The pervasive influence of communication technology has profoundly shaped contemporary life, significantly impacting global education. The COVID-19 pandemic accelerated the adoption of technologies like social media platforms and massive open online courses (MOOCs) as substitutes for traditional in-person education, exposing shortcomings,…

Purpose: This study intends to investigate the determinants of learners' continuance intention to use massive open online courses (MOOCs) for personal or professional development. Design/methodology/approach: This study employed quantitative research design. The respondents were individual learners from six selected universities in China who used…

The purpose of this research is to highlight the factors influencing the adoption of MOOCs in the Malaysian context. This qualitative study was designed using focus group discussions (FGs) with fifty postgraduate students from two Malaysian Universities. The thematic analysis revealed two major themes, opportunities, and challenges. The findings…

Cognitive processing issues online may be reduced through e-learning personalisation, which allows learners to address individual learning needs by controlling how they process information. While some research shows that e-learning personalisation may actually complicate information processing under specific circumstances, this study examines…

Background: Select and enact appropriate learning tactics that advance learning has been considered a critical set of skills to successfully complete highly flexible online courses, such as Massive open online courses (MOOCs). However, limited by analytic methods that have been used in the past, such as frequency distribution, sequence mining and…

MOOCs popularly support the diverse learning needs of participants across the globe. However, literature suggests well-known scepticism regarding MOOC pedagogy which questions the effectiveness of the educational experience offered by it. One way to ensure the quality of MOOCs is through systematic evaluation of its pedagogy with the goal to…

Together with the developments in online learning field, Massive Open Online Courses (MOOCs) have attracted significant attention both in developed and developing countries in recent years. Although online learning readiness (OLR) of learners has been investigated comprehensively in online learning contexts, and several instruments have been…

Background: Providing feedback in massive open online courses (MOOCs) is challenging due to the massiveness and heterogeneity of learners' population. Learning analytics (LA) solutions aim at scaling up feedback interventions and supporting instructors in this endeavour. Paper Objectives: This paper focuses on instructor-led feedback mediated by…

Massive Open Online Courses (MOOCs) have become hugely popular recently. MOOCs can offer high-quality education for anyone interested and equalize the whole education field. Still, there are different methodologies for running MOOCs. Coming up with the most suitable methodology benefits both students and teachers. In this study, we have limited…

Massive Open Online Courses have become a frequent platform for learners to acquire knowledge. This study aims to explore multiple factors influencing learner retention in MOOCs during the COVID-19 pandemic. To address this, we collected quantitative and qualitative data from questionnaires and qualitative data from interviews and then analyzed…

Massive Open Online Courses (MOOCs) are a valuable open educational resource for people around the world. Although they have been published for over a decade, there has not been a consistent means by which to evaluate their quality or establish whether they are meeting the needs of learners. This action research study sought to understand…

This study aimed to investigate university students' overall perception of MOOCs based on the instructional design elements of MOOCs. Due to the increase in enrollment in MOOCs, it is essential to understand students' general perception of them. Additionally, only a few studies have been conducted on MOOCs in developing countries. Given the latest…

As part of the design, development, and deployment of a massive open online course (MOOC) on model-based systems engineering, we introduced MORTIF--Modeling with Real-Time Informative Feedback, a new learning-by-doing feature that enables the learner to model, receive detailed feedback, and resubmit improved solutions. We examined the pedagogical…

Due to its outstanding advantages of openness, unrestraint and low cost, MOOCs have been growing rapidly in recent years. However, this new self-directed online learning model faces the challenge of the low course completion rate. Based on self-determination theory, this paper combines learners' intrinsic motivation and extrinsic motivation, and…

Neural networks are ubiquitous in applied machine learning for education. Their pervasive success in predictive performance comes alongside a severe weakness, the lack of explainability of their decisions, especially relevant in humancentric fields. We implement five state-of-the-art methodologies for explaining black-box machine learning models…