In the digital era, there has been a growing focus on seeking online academic help-seeking as an effective factor for success in the virtual learning environment. However, the Social Networking Self-efficacy (SNS) and social presence of students in online learning environments remain underexplored. This study employed a structural model to…

This dissertation is about a particular style of research. The philosophy of this style is that in order to scientifically understand deep learning, it is fruitful to investigate what happens when neural networks are trained on simple, mathematically well-defined tasks. Even though the training data is simple, the training algorithm can end up…

It is often challenging to present the available evidence in a timely and comprehensible manner. We aimed to visualize the evolution of evidence about antidepressants for depression by conducting cumulative network meta-analyses (NMAs) and to examine whether it could have helped the selection of optimal drugs. We built a Shiny web application that…

Which learning analytics (LA) approach might be the best choice for your teaching and learning context? Learning analytics as a field of research and application seeks to collect, analyze, report, and interpret educational data with the goal of improving teaching and learning. But hasty adoption of learning analytics tools and methods that are…

Social Network Analysis (SNA) is a statistical method used to analyze the social structure and interactions among individuals within a network. SNA is used extensively in a number of disciplines such as sociology, geography, and communications research. However, the use of SNA by practitioners and researchers in assessment and evaluation is much…

Background/Context: Social network methodology is particularly relevant to the types of social structures found in education research. The current study develops a finite mixture approach for clustering ensembles of networks (NetMix). Following a structural equation modeling framework, NetMix simultaneously estimates a measurement model comprised…

Indonesian workers in Taiwan have been taking synchronous online courses to enhance their education for several years. Still, the most crucial part of a synchronous course, the interaction quality, in the past, in general, was highly disturbed by the workers' busy daily work and had room to improve. Therefore, improving online interaction quality…

Background: Knowledge brokers in higher education are described as requiring a broad range of skills and characteristics, leading to both role conflict and ambiguity. Although existing studies report broad concepts regarding the role of knowledge brokers, the activities that they actually perform to broker knowledge are not systematically reported…

The OECD is a key player in global education policy advice and part of the edu-business network. This network comprises of companies, philanthropies, consulting agencies and think tanks profiting from educational governance reforms and large-scale testing. This article investigates the structure of the OECD global policy network and its capability…

Educational systems worldwide promote the use of collaborative networks to foster teacher learning and improve practice in the pursuit of educational change to address longstanding equity and achievement issues. New Zealand is no exception, with its Communities of Learning/Kahui Ako policy mandating collaboration spanning across schools--a mandate…

This study empirically investigated: How will various aspects of students' prominence (i.e., betweenness, closeness, and eigenvector centralities) in the social network interaction of online discussion change over time? And how will Self-Regulated Learning (SRL) skills moderate the trend over time on various aspects of students' prominence in…

This paper presents a cartography of the digital literacy academic field. Such cartography is comprised of two sections: a categorization of the field through literature review and analysis, and an exploration of its main issues through thematic and network analysis. On the one hand, five conceptual categories of digital literacies are found:…

Scholars and educators have long considered how schools can foster deep learning that supports the academic success and holistic development of all students. Yet, with the grammar of schooling that governs U.S. schools, educators often encounter institutional, political, and normative barriers that stifle efforts to redesign school environments,…

Social media has become an essential tool in social networking and content sharing. Our professional and personal lives have become inundated with social media platforms such as Facebook, Instagram, and Twitter. Educators are using these platforms increasingly as a way to remain current with developments in their respective fields. Social media…

Explaining biological phenomena requires understanding how different processes function and describing interactions between components at various levels of organization over time and space in biological systems. This is a desired competency yet is a complicated and often challenging task for undergraduate biology students. Therefore, we need a…