This article advances the prerequisite network as a means to visualize the hidden structure in an academic curriculum. Networks have been used to represent a variety of complex systems ranging from social systems to biochemical pathways and protein interactions. Here, I treat the academic curriculum as a complex system with nodes representing…

An adaptive learning system is proposed that incorporates a Bayesian network to efficiently gauge learners' understanding at the course-unit level. Also, learners receive content that is adapted to their measured level of understanding. The system works on an iPad via the Edmodo platform. A field experiment using the system in an elementary school…

This article provides an overview of the Education Meets Play study that will investigate early childhood educators' use of play-based learning, now mandatory under the "National Quality Standard". By building on what can be gleaned about educators' approaches to play-based learning prior to the implementation of the "Early Years…

This article provides an ethnographic analysis of "deaf sociality" in Adamorobe, a village in Ghana, where the relatively high prevalence of hereditary deafness has led to dense social and spatial connections. Deaf people are part of their hearing environment particularly through family networks, and produce deaf sociality through many…

Purpose: Increasing evidence suggests the importance of relationships between district and site leaders. However, there is limited empirical evidence regarding the social infrastructure between and among leaders especially as related to the exchange of advice related to reform. Moreover, we have limited understanding regarding the mechanisms that…

In this article, I put forth a framework for thinking about how contexts matter. This framework highlights organizational, occupational, personal, and social contexts that influence leadership, which I illustrated with three cases of superintendents working on issues of systemic, equity-focused improvements. Data are drawn from a seven-year study…

The demand for evidence in particular forms shapes contemporary educational policy, curriculum studies' debates over the politics of knowledge "versus" wisdom, and research into classroom practice. This paper provides a genealogical trace that examines the arbitrary and historical linkage of discourses of vision (especially when vision…

This paper explores how young people of diverse genders and sexualities share information about sex, sexualities and genders. Formal approaches to education often fail to consider young people's communication and information exchange practices, including the circulation of peer knowledge through social media. In the wake of recent Australian…

Experimental economic games reveal significant population variation in human social behavior. However, most protocols involve anonymous recipients, limiting their validity to fleeting interactions. Understanding human relationship dynamics will require methods with the virtues of economic games that also tap recipient identity-conditioned…

Currently the challenges in e-Learning are converging the learning content from various sources and managing them within e-learning practices. Data mining learning algorithms can be used and the contents can be converged based on the Metadata of the objects. Ensemble methods use multiple learning algorithms and it can be used to converge the…

We investigate how the mental lexicon changes over the life span using free association data from over 8,000 individuals, ranging from 10 to 84 years of age, with more than 400 cue words per age group. Using network analysis, with words as nodes and edges defined by the strength of shared associations, we find that associative networks evolve in a…

The benefits of higher education to individuals and to society are acknowledged both in Australia and internationally. Increased access to higher education means that greatly diverse students are beginning their tertiary learning journey. We investigate the experiences of a group of non-traditional students undertaking a tertiary preparation…

Since 1993, Belgium has been a federal state where education is entrusted to the Communities. There are three Communities in Belgium: Flemish, French and German-speaking. They are responsible for personal matters (mainly education, culture and social affairs). There are also three Regions in Belgium: Flanders, Wallonia and Brussels. Regions are…

Recordings of human interaction data can be organized into temporal representations with different affordances. We use audio data of a learning-related discussion analyzed for its low-level emotional indicators and divided into four phases, each characterized by an overarching emotion. After arguing for the relevance of emotion to learning, we…

A request for support (RFS) is a tool that is used to strengthen network capacity by prioritizing needs and optimizing learning opportunities. Within University of Minnesota Extension, we implemented an RFS process through an online survey designed to help leaders of food networks identify and rank learning and capacity-building needs and indicate…