Longitudinal social network studies can easily suffer from insufficient statistical power. Studies that simultaneously investigate change of network ties and change of nodal attributes (selection and influence studies) are particularly at risk because the number of nodal observations is typically much lower than the number of observed tie…

Interdisciplinary training for doctoral students is an emerging scenario in higher education. The learning relations of knowledge transfer (KT: transferring knowledge from one person to another) and knowledge integration (KI: integrating or synthesizing perspectives from different disciplines) built by doctoral students play an important role in…

A quantitative approach to social network analysis involves the application of mathematical and statistical techniques and graphical presentation of results. Nonetheless--as with all sciences--subjectivity is an integral aspect of network analysis, manifested in the selection of measures to describe connection patterns and actors' positions (e.g.,…

Background: The gap between research and practical implementation remains a major challenge for policymakers. Research co-creation, involving researchers co-designing and co-producing research with industry, government and civil society, can support improved end user uptake and better research implementation. Aims and objectives: This Practice…

In this article, we advocate for and propose a novel concept map driven knowledge tracing (CMKT) model, which utilizes educational concept map for learner modeling. This article particularly addresses the issue of learner data sparseness caused by the unwillingness to practice and irregular learning behaviors on the learner side. CMKT considers…

In this part we introduce the Smart Dreamcatcher (SD) network, a visualization of the Microcosmos. The SD-network is a geometrical structure (3-uniform hypergraph) which allows a comprehensible explanation of quantitative characteristics of hadron particles at the level of elaboration by physics of 1970's-80's. The elementary particles correspond…

Paraeducators often work with special education teachers and school teams to support students with disabilities who have complex communication needs (CCN), including students who use augmentative and alternative communication (AAC) such as speech-generating devices. This study involved surveying 258 paraeducators working with students with…

Understanding and supporting pre-service teachers' creativity in collaborative instructional design has gained increasing attention. To design novel and effective learning experiences or activities for students, they need to build empathy with students, that is, understanding students' learning needs. This study aimed to (1) explore the patterns…

Utilizing narrative inquiry, this study collected individual interviews to understand how nine Black students who experienced the carceral nexus of foster care navigated college. Utilizing BlackCrit and Community Cultural Wealth as a theoretical framework, findings show how the foster care system was dehumanizing and stripped students of their…

Background: People with an acquired brain injury (ABI) can struggle to use social media after their injury, due to changes in their cognitive-communication skills, and would like help to improve their skills and connectivity. A focus group study in one Australian brain injury rehabilitation service recently found that ABI rehabilitation…

The interactions between sleep problems, autism symptoms and emotional and behavioural difficulties were explored using network analysis in 240 autistic children (mean age: 8.8 years, range 5-13 years) with moderate to severe sleep problems. Findings revealed a highly connected and interpretable network, with three separate clusters identified of…

Background: In today's high-tech society, the relationship between social networks and the formation of political orientation and socio-political activity within the student environment has become a key subject of research. Objectives: The aim of this article is to investigate the correlations between the influence of various social media…

Introduction: This study investigated how a 1-week anti-hate speech intervention fosters positive classroom dynamics and improves adolescent well-being. Drawing on Social Capital Theory, we examined whether classroom cohesion enhances happiness among victimized and non-victimized students. Methods: A sample of 820 adolescents aged 12 to 16 (M =…

In the realm of e-learning, supporting personalized learning effectively necessitates recommending sequences of learning items that maximize learning efficiency while minimizing cognitive load, all tailored to the learner's goals. These recommendations must account for the prerequisite relationships among learning items and the learner's…

In the realm of literacy education, curriculum is driven by politics, finances, standardization, and accountability. How specified curricular materials make their way into the classroom often baffles educators. The one thing they know is it is "isn't the one we voted for." This study includes a review of literature on how curricula were…