Aims: This article analyzes the digital childhood vaccination information network for vaccine-hesitant parents. The goal of this study was to explore the structure and influence of vaccine-hesitant content online by generating a database and network analysis of vaccine-relevant content. Method: We used Media Cloud, a searchable big-data platform…

In this research paper, the authors analyse the collected data output during a 36-week cMOOC. Six-week data streams from blogs, Twitter, a Facebook group, and video conferences were tracked from the daily newsletter and the MOOCs' hashtag (#Change 11). This data was analysed using content analysis and social network analysis within an…

One interesting idea in social network analysis is the directionality test that utilizes the directions of social ties to help identify peer effects. The null hypothesis of the test is that if contextual factors are the only force that affects peer outcomes, the estimated peer effects should not differ, if the directions of social ties are…

This case study presents an examination of 30 years of "Journal of Teaching in Physical Education" ("JTPE") research. The purpose of this study was to provide a retrospective view of "JTPE" and its contribution to the field of physical education. In this effort the current study employed citation analysis, co-author…

Purpose: This study examines the relational dynamics between teachers and formal teacher leaders (TLs). We examine the association between relationship structure and leader-member exchange (LMX) quality and the extent to which LMX mediates the relationship between social network (SN) measures of dyadic relationships and TL influence.…

Due to more college students recovering from addictions, institutions are implementing collegiate recovery communities (CRCs). CRCs provide academic and social support needed for recovering students to succeed and stay sober. Social network analysis tested whether the social connections within a CRC were related to relapse prevention among…

Purpose: Operating in both traditional schools and alternative learning systems (ALS) requires organizations to have a strong understanding of what drives the cultural acceptance of violence and the capacity of the local populace to find peaceful solutions. This paper explores the results from a formative social network analysis (SNA) study on…

Purpose: This study examines the relational dynamics between teachers and formal teacher leaders (TLs). We examine the association between relationship structure and leader-member exchange (LMX) quality and the extent to which LMX mediates the relationship between social network (SN) measures of dyadic relationships and TL influence.…

The rise of the networked society has not only changed our perceptions but also the definitions, roles, processes and dynamics of online learning networks. From offline to online worlds, networks are everywhere and gatekeepers are an important entity in these networks. In this context, the purpose of this paper is to explore gatekeeping and…

Research on teacher collaboration underlines the importance of a collaborative culture for teachers' functioning. However, while scholars usually regard collaborative culture as a school team characteristic, this study argues that subgroups may be more meaningful units of analysis to conceptualize and assess teachers' perceptions of collaborative…

Several studies point out the link between sociability and academic results. In this paper, we highlight a phenomenon of asymmetry in the perception of friendship. This occurs when a student think he has more or less friends than he really has. We present an experimental method that allows us to analyze this question in relation with the academic…

Purpose: The purpose of this paper is to introduce a social network analysis (SNA) toolkit aiming to enable leaders, educators and researchers work together to deepen their understanding of classroom social network dynamics. In doing so, the authors provide both theoretical and practical steps in building a bridge between theory and practice and a…

Purpose: Supporting the learning and wellbeing of vulnerable students is an important yet challenging part of school educators' work. The purpose of this paper is to investigate advice-seeking patterns around the issue of supporting the learning and wellbeing of vulnerable students, among professional staff in six English secondary schools. The…

Scholars recognize that K-12 teachers' social interactions, particularly within teaching focused relationships, are important to professional development. This is true whether discussions take place in formal or informal settings. Few studies, however, seek to link the teaching-focused relationships of "college faculty" directly to their…

The association between autism and obsessive-compulsive disorder (OCD) seems largely dependent upon observed similarities in the repetitive behaviors that manifest in both disorders. The aim of this study was to use a network approach to explore the interactions between these behaviors. We constructed a network based on clinician's…