Knowledge regarding social information is commonly believed to be derived from sources such as formal relationships and interviews and can be plotted as complex networks. We explored whether social networks can also be extracted through other means by using language statistics. In three computational studies we computed first-order and…

Collaborative problem solving in computer-supported environments is of critical importance to the modern workforce. Coworkers or collaborators must be able to co-create and navigate a shared problem space using discourse and non-verbal cues. Analyzing this discourse can give insights into how consensus is reached and can estimate the depth of…

Automatic assessment of dialogic properties of classroom discourse would benefit several widespread classroom observation protocols. However, in classrooms with low incidences of dialogic discourse, assessment can be highly biased against detecting dialogic properties. In this paper, we present an approach to addressing this imbalanced class…

This manuscript describes an approach to critical qualitative data analysis that combines (1) Carspecken's critical qualitative methodological framework with (2) the conceptual resources of critical discourse analysis (CDA), as framed by Fairclough and colleagues. Carspecken's methodological theory illuminates the connection between sociopolitical…

Lecture videos are amongst the most widely used instructional methods within present Massive Open Online Courses (MOOCs) and other digital educational platforms. As the main form of instruction, student engagement behaviour, including interaction with videos, directly impacts the student success or failure and accordingly, in-video dropouts…

The goal of this article is to preserve and distribute the information presented at the LASI (2014) workshop on Coh-Metrix, a theoretically grounded, computational linguistics facility that analyzes texts on multiple levels of language and discourse. The workshop focused on the utility of Coh-Metrix in discourse theory and educational practice. We…

Identifying which online behaviours and interactions are associated with student perceptions of being supported will enable a deeper understanding of how those activities contribute to learning experiences. Student language is one aspect of their interaction in need of greater exploration within discourse-based online learning environments. As a…

Interactive relationships in online learning communities can influence the process and quality of knowledge building. The aim of this study is to empirically investigate the relationships between network structures and social knowledge building in an asynchronous writing environment through discussion forums in a learning management system. The…

In recent years there has been growing concern that the emphasis schools place on academic attainment has impacted negatively on children's mental well-being in the UK. In a bid to address society's growing concern for the mental well-being of children, the government has introduced policies into schools aimed at enhancing social and emotional…

(Re)Writing Civics in the Digital Age: The Role of Social Media in Student (Dis)Engagement addresses an important gap in the knowledge of civic rhetoric available in Rhetoric and Composition by using qualitative methods to explore the parameters of civic engagement through social media-based digital writing. With funding from URI's Office of…

Background: Studies on heteronormativity in PE either appear to have explored the experiences of and conditions for non-heterosexual students, or adopt a retrospective point of view. Further, the relation between heteronormativity and movement and how movement activities embody social norms and values related to gender and sexuality has not been…

Interactive relationships in online learning communities can influence the process and quality of knowledge building. The aim of this study is to empirically investigate the relationships between network structures and social knowledge building in an asynchronous writing environment through discussion forums in a learning management system. The…

The study investigates whether the informal interactive written discourse in instant messaging (IM) is permeating the more formal writing of English-as-a-foreign-language (EFL) college students, and how students' identities are constructed in terms of English multiliteracies in Taiwan. The study is designed as a qualitative case study. The…

Earlier studies have suggested that higher education institutions could harness the predictive power of Learning Management System (LMS) data to develop reporting tools that identify at-risk students and allow for more timely pedagogical interventions. This paper confirms and extends this proposition by providing data from an international…