This paper develops a better understanding of the explicit and implicit implications of the academic field's competitization, with a specific focus on the role that academic social networks and platforms (ASNPs) play in this process. While ASNPs are embedded within a broad and complex ecology of academic competition we show that particularly…

Although traditional analytical techniques can characterize learners' internal cognitive abilities laterally and indirectly, it is difficult to present learners' learning development characteristics and changes comprehensively and dynamically. Epistemic network analysis, on the other hand, is an emerging educational research method that integrates…

The history of higher education in the U.S. encompasses a vast proliferation and remarkable evolution of individual colleges and universities as well as state systems of higher education. Research on higher education institutions, however, has come to focus predominantly on two institution types: large public universities and small private…

Process data from educational assessments enhance the understanding of how students answer cognitive items. However, effectively making use of these data is challenging. We propose an approach to identify solution patterns from operation sequences and response times by generating networks from process data and defining network features that…

The freshman student's perspective on the activities performed in a data center by the network analyst is complex and intricate. These activities include the configuration of equipment and the connection between network devices. There are several issues with these activities that demand technical knowledge. Questions such as: "what does this…

Effectively building, coordinating, and enhancing large, decentralized networks of professionals remains a vexing challenge, despite the rise of digital tools and social media platforms. This study examines the evolution of a nascent research- and policy-focused network, spanning more than 60 university groups and policy institutes in the United…

Environmental learning occurs through an interconnected web of opportunities. Some arise via organizations with sustainability- or environmental learning-focused missions, while others are facilitated by organizations focused on impacts and outcomes in a range of areas, such as health, social justice, or the arts. To better understand the richness…

This study uses social network analysis and the classroom observation protocol for undergraduate STEM (COPUS) to characterize six research-based introductory physics curricula. Peer Instruction, Modeling Instruction, ISLE, SCALE-UP, Context-Rich Problems, and Tutorials in Introductory Physics were investigated. Students in each curriculum were…

Building Information Modeling (BIM) allows the integration of work teams, collaboration, and the generation of intelligent parametric digital models. Therefore, because BIM is a collaborative working methodology, it is not possible to effectively teach BIM without the use of collaborative teamwork. Traditionally, teaching at universities has…

In today's digital society, computer-supported collaborative learning (CSCL) and collaborative problem solving (CPS) have received increasing attention. CPS studies have often emphasized outcomes such as skill levels of CPS, whereas the action transitions in the paths to solve the problems related to these outcomes have been scarcely studied. The…

The COVID-19 pandemic induced a digital transformation of education and inspired both instructors and learners to adopt and leverage technology for learning. This led to online learning becoming an important component of the new normal, with home-based virtual learning an essential aspect for learners on various levels. This, in turn, has caused…

Nowadays, a growing increase in depression and school burnout is being observed in students. The research aim is to test the mediating effect deviation from balanced time perspective, gender, and subjective sense of family network acceptance on the relationship between depression and school burnout. The sample consisted of 355 students (61.6%…

Classroom social networks are influential to young children's cognitive, social-emotional, and language development, but assessment and analyses of social networks are complex. Findings have been mixed regarding whether different informants (teachers, children, researchers) are congruent to their perceived classroom social networks. There is also…

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…