This commentary discusses how research approaches from Cognitive Network Science can be of relevance to research in the field of Learning Analytics, with a focus on modelling the knowledge representations of learners and students as a network of interrelated concepts. After providing a brief overview of research in Cognitive Network Science, I…

Increasingly, school leaders and teachers are being expected to use digital technologies to collect data to analyze, plan and organize teaching and learning. Such expectations can be traced to a number of policy initiatives over the last decade. This study is concerned with how educational policy puts forward ambitions of digital school leadership…

This paper focuses on evaluating a socio-cultural activity design (SCAD) model for using discussion-based social networking tools as a means to support the development of an online community of learners. Participants included 38 undergraduate students enrolled in a human-centered design course at a large, US university. The SCAD model includes…

A fundamental goal of education is to inspire and instill deep, meaningful, and long-lasting conceptual change within the knowledge landscapes of students. This commentary posits that the tools of network science could be useful in helping educators achieve this goal in two ways. First, methods from cognitive psychology and network science could…

Social Learning Analytics (SLA) seeks to obtain hidden information in large amounts of data, usually of an educational nature. SLA focuses mainly on the analysis of social networks (Social Network Analysis, SNA) and the Web, to discover patterns of interaction and behavior of educational social actors. This paper incorporates the SLA in a smart…

Intergovernmental organizations (IOs) increasingly promote global citizenship education (GCE) and related topics. This paper analyses the body of scholarship on GCE that focuses on teachers and interprets the development of environment-related education (ERE) within the GCE discourse. Using a novel, data-rich methodology employing Natural Language…

This article presents an analysis showing how collegial interactions can augment the mechanism of teachers' learning from professional development. The analysis relies on social network data and self-reports of writing instructional practices from teachers in 20 different schools that were part of a longitudinal study of the National Writing…

Developing a sense of community among students is one of the three pillars of an overall reform effort to increase participation in physics, and the sciences more broadly, at Florida International University. The emergence of a research and learning community, embedded within a course reform effort, has contributed to increased recruitment and…

History has shown the importance of interaction in the online teaching/learning environment. The World Wide Web has allowed interaction to expand the cognitive process by facilitating the construction of personal knowledge. The web, however, has been both a challenge and an opportunity to interaction. This paper draws on the literature to…

Digital communication increases students' learning outcomes in higher education. Web 2.0 technologies encourages students' active engagement, collaboration, and participation in class activities, facilitates group work, and encourages information sharing among students. Familiarity with organizational use and sharing in social networks aids…

This paper reports on a case study investigating students' participation and learning presence in an educational blog implemented as a cross-thematic inquiry activity exploring and debating on the acid rain problem. Twenty-one secondary education students (14-15 years aged), coming from two separate classes, were involved. The content and…

As Web 2.0 emerging technologies are gaining momentum in higher education, educators as well as students are finding new ways to integrate them for teaching and learning. Technologies such as blogs, wikis and multimedia-sharing utilities have been used to teach various subject matters. This trend not only creates new opportunities for us to afford…

Fifty-one sixth graders participated in three rounds of online literature circles and three face-to-face literature circles. The authors describe how the online literature circles were introduced and organized in the classroom and discuss the tensions, struggles, and successes from their implementation. An analysis of qualitative data yielded…

Guided by theories of institutions, organizations, and sense-making, this manuscript examines how public, charter, and Catholic school staff in a large urban area organize for instruction and respond to educational change. To build theory about institutional processes of "organizing" from participants' perspectives, data included a…

The rapid spread of learning networks based on asynchronous written communication--Asynchronous Learning Networks (ALNs)--makes it crucial to assess the possibilities offered by these new environments to facilitate and promote learning processes and learning outcomes. Our interest in this area is specifically directed towards the study of…