This study aims to address this research gap by thoroughly examining the intricate associations between the quality dimensions of web-based collaborative learning systems and student satisfaction toward continued usage of the system. We propose a theoretical model that integrates instructor quality, collaboration quality, and task technology fit…

This systematic literature review investigates the fairness of machine learning algorithms in educational settings, focusing on recent studies and their proposed solutions to address biases. Applications analyzed include student dropout prediction, performance prediction, forum post classification, and recommender systems. We identify common…

In most mathematics textbooks, each lesson is followed by a set of homework problems in one of two ways -- blocked practice and mixed practice. Additionally, most mathematics textbooks rely on a common learning strategy called overlearning, that is, mastering a skill and continuing to practice this same skill. This study investigated the effects…

Higher education institutes experience lower success rates in online learning environments compared to traditional learning. Students' engagement within the learning management system (LMS) is one of the main factors affecting students' academic performance and retention. This quantitative correlational-predictive study examined if, and to what…

Purpose: The purpose of this paper is to articulate how the user experience (UX) approach was initiated and integrated into the centre's scope of operations with the objective of improving the e-learning layout on the D2L learning management system (LMS). One of the most effective ways to collect user feedback has historically been to evaluate…

To address the problem of poor efficacy in hybrid learning in higher education, this study conducted a mix-method explanatory case study with structural equation modelling to examine a new construct, "perceived pedagogical value" (PPV), and its relationship with the core constructs of the Unified Theory of Acceptance and Use of…

This qualitative case study investigates some views of teacher and educational leaders using the implementation and effectiveness of the e-learning platform in teaching in an elementary school setting. The research was conducted at Jimmy Sunshine Elementary School within the Mimi Rose School District in Southern Arizona. The study would dwell on…

This article explores an inventive approach to teaching physiology that blends the use of the Notability app on the iPad with video-based learning to visually explain intricate physiological concepts in real time. The core idea is to offer students a more dynamic and interactive way to comprehend complex physiological concepts during review…

Employers want graduates who excel in communication, collaboration, and teamwork. But implementing activities and assessments to support this skill development can be challenging in higher education large-enrollment classes where the balance between the extra work it creates for faculty and perceived value for students must be carefully…

Randomized A/B tests within online learning platforms enable us to draw unbiased causal estimators. However, precise estimates of treatment effects can be challenging due to minimal participation, resulting in underpowered A/B tests. Recent advancements indicate that leveraging auxiliary information from detailed logs and employing design-based…

Instructors are steadily incorporating collaborative learning technology into their online classes to help promote effective learning strategies. A learning management system (LMS), such as Blackboard, offers their own collaborative technologies, but some instructors are turning to free and open source system (FOSS) to conduct these collaborative…

As online learning becomes a recurrent component of higher education, there have been growing interests in the interaction between students and educational resources within digital environments so as to understand and facilitate students' initiative in managing those resources. The present study is an explorative inquiry into the relationships…

The COVID-19 restrictions resulted in the most significant disruptions to education in this century. Universities responded differently to the restrictions. For example, some universities in Southern Africa closed and had no academic activities for months. These universities had little online teaching and learning, opting for a phased return to…

Digital tools have evolved into a way of life, and as a result, they have become a growing area of interest for academics who research teaching and learning. Scholars increasingly agree that because digital tools affect human-to-human connection, a greater emphasis on understanding their function in engagement from an interdisciplinary viewpoint…

This study investigates factors that stimulate better academic performance for female students in learning quantitative topics, such as those involving mathematical-related tasks. We explore the differences in self-regulated learning (e.g., sources of motivation and execution of learning strategies), learning behaviors, and learning achievement of…