Context: Individuals' curation within social media provides a window into their sensemaking and conceptions of what is worth knowing. Within education, a majority of teachers use social media for professional purposes to access and share instructional resources. Purpose: This work examines Pinterest.com and the intersection of influence across…

This study models how new ideas, practices, or diseases spread within and between communities, the diffusion of innovations or contagion. Several factors affect diffusion such as the characteristics of the initial adopters, the seeds; the structure of the network over which diffusion occurs; and the shape of the threshold distribution, which is…

Open digital badges are new credentials that can contain specific claims and links to web-enabled evidence, and can then circulate in networks. Badges are helping facilitate broader shifts away from measuring, accrediting, and credentialing "achievement" and towards capturing, validating, and recognizing "learning." A study of…

Collaborations between Extension and nonprofit organizations have the potential to increase programmatic outcomes and generate revenue. One challenge in establishing such collaborations is identifying potential collaborators. We organized a structured networking workshop to foster such relationships. Of 28 participants, 24 completed the…

Reading comprehension requires readers to connect ideas within and across texts to produce a coherent mental representation. One important factor in that complex process regards the cohesion of the document(s). Here, we tackle the challenge of providing researchers and practitioners with a tool to visualize text cohesion both within (intra) and…

The author presents a three-step process for selecting participants for any study of a social phenomenon that occurs between people in locations and at times that are difficult to observe. The process is described with illustrative examples from a previous study of help giving in a community of learners. This paper includes a rationale for…

Vocational training centres are conceptually regarded as key players in the knowledge generation and dissemination processes that take place within innovation systems. However, the literature does not provide conclusive evidence of their influence on the generation, development and dissemination of innovations. The goal of this paper is to analyse…

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…

Research indicates that teamwork, communication, self-directed learning, and problem-solving skills are strongly linked to individual academic and professional success, yet little is known regarding how college educators and employer trainers learn to better teach or train others in these valuable skills in postsecondary and employment STEM…

Continuing racial inequities and marginalization have led some communities to reject reliance on public schooling by forming their own programmes and/or schools, claiming sovereignty over the education of their children. We highlight Freedom Schools as one such ongoing but under-studied movement that precedes and contributes to recent,…

This article aimed to identify the usefulness of using social networking sites (SNSs) in an English as a foreign language class. One hundred sixteen undergraduate students of diverse degrees from a polytechnic state-owned university in Ecuador participated in the study, which followed a quantitative design. A descriptive analysis and a linear…

Purpose: Entrepreneurs can easily slide into severe economic crises (Fichman and Levinthal, 1991), in particular, in the first years after their founding. Additionally, research shows that entrepreneurs often lack a realistic evaluation of the entrepreneurial risks and barriers. Referring to research on cognitive and networked expertise (Ericsson…

In this study, we aim to deepen understanding of what it would take to develop the relationships, common understandings, and collective expertise that might support district-wide improvement efforts by examining the implementation of the Common Core and a teacher evaluation policy. Drawing on three years of social network data in three districts,…

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…