Maker-based learning activities offer benefits to both students and educators; however, there exist few research examples that examine how educators enact a process of identity exploration when implementing maker activities in their instruction. The Projective Reflection framework was used to assess three science educators' identity exploration as…

The purpose of this study is to explore how social networks impact learners' knowledge sharing in the context of a learning community. The findings indicate that the various networks collaboratively support learners' knowledge sharing in a local community. A better social position gives rise to more networks and correspondingly more knowledge…

The constructivist theory of learning states that student interaction with peers leads to cognitive development. Meanwhile, scholars claimed that traditional management classes that use group work do not promote student interaction effectively. Despite this concern, student interaction has not been compared between different courses. In the…

Social network analysis (SNA) has been used in many educational studies in the past decade, but what these studies have in common is that the populations in question in most cases are defined and known to the researchers studying the networks. Snowball sampling is an SNA methodology most often used to study hidden populations, for example, groups…

Large-scale education reforms have increased accountability for districts and schools and pressure on educational leaders to improve student outcomes. Data show, however, that school improvement is not universal. Research suggests that these reforms have failed because of the fragmented approach to reform and the limited attention given to…

This study used social network analysis to evaluate whether sex heterophily, the degree to which peers are different in sex, between 126 children with autism (ages 5-12 years) and their peers affected social network connectivity. Results indicate that: (1) the quantity and sex of friends were more important in predicting social network…

In this article we explore factors that constitute "the social" for the teacher Susan, which at the same time highlights ethical aspects of the exercise of her profession. We meet her in a situation where she is setting grades, and our interest focuses on the relations that become of concern for her in her professional task to give the…

This article introduces a number of methods that can be useful for examining the emergence of large-scale structures in collaboration networks. The study contributes to sociological research by investigating how clusters of research collaborators evolve and sometimes percolate in a collaboration network. Typically, we find that in our networks,…

Purpose: The purpose of this study is to map and analyze sustainability activities and relationships at the seven Claremont Colleges and graduate institutions using social network analysis (SNA) to inform sustainability planning and programming. Design/methodology/approach: Online surveys and interviews were conducted among faculty, staff and…

Michael Calver's recent exhortation "Please Don't Aim for a Highly Cited Paper" (AUR, 57(1): pp. 45-49) is welcome and a timely reminder of the problems associated with seeking citations at any cost. While not disagreeing with the concerns he raises we offer another way of looking at citation-seeking; thereby outlining a reconsideration…

Do properties of a word's features influence the order of its acquisition in early word learning? Combining the principles of mutual exclusivity and shape bias, the present work takes a network analysis approach to understanding how feature distinctiveness predicts the order of early word learning. Distance networks were built from nouns with edge…

This paper examines how social isolation in a non-Anglophone context where English is not the main language of instruction for local students but is for international students, has unintended consequences for social capital formation among the latter. What factors influence international student network formation in such places where linguistic…

Higher education faces challenges in retaining students who require a command of numeracy in their chosen field of study. This study applies an innovative combination of relative risk and social network analysis to enrolment data of a single cohort of commencing students from an Australian regional university. Relative risk, often used in…

Established in 2010, the Doris Duke Fellowships for the Promotion of Child Well-Being focus on identifying and nurturing 15 promising doctoral students each year from multiple disciplines. The program engages fellows for two years to collectively address child well-being by applying research-based solutions to policy and practice challenges. The…

This study investigated the impact of using a discussion strategy with learning analytics on the level of student cognitive presence and interaction. The study used a quasi-experimental design with control and experimental groups. The experimental group applied open-ended discussion and elaborated feedback with learning analytics while the control…