Theorists suggest that collaboration is a key aspect in online, inquiry-based learning. However, research finds that meaningful interaction is challenging, and learners struggle to sustain interaction. One way to scaffold collaborative problem-solving is through case libraries; however, few studies have explored how the type of experience depicted…

Minority-serving institutions are important in the production of teachers of color. However, this formative process is not without limitations. This multisite, multistate study relied on network analysis techniques to unveil timely and relevant concerns that students, faculty, and administrators identified as critical toward the strengthening of…

This dissertation study investigates the mathematics education communities participating Twitter conversation using #MTBoS and #iteachmath hashtags. The mixed methods study answers following two research questions by using social network analysis and content analysis: "Who are the people fostering mathematics education conversation on Twitter…

To investigate pre-listening strategy use of Thai EFL learners, the pre-listening strategy use questionnaire and the listening quiz paper were administered to collect data from 48 Thai EFL learners. The quantitative data indicated that the participants were well aware of the strategy of finding out about the task and were certain of using it.…

Instructional teacher leadership is central to a vision of distributed leadership. However, identifying instructional teacher leaders can be a daunting task, particularly for administrators who find themselves either newly appointed or faced with high staff turnover. This article describes the use of social network analysis (SNA), a simple but…

We compute nodal centrality measures on the collaboration networks of students enrolled in three upper-division physics courses, usually taken sequentially, at the Colorado School of Mines. These are complex networks in which links between students indicate assistance with homework. The courses included in the study are intermediate classical…

Objective: This study uses the Support Network Assessment for Practice (SNAP) approach to measure the support provided to young people transitioning from foster care. Methods: The SNAP was administered on two occasions, approximately 7 months apart, to a cohort of transition-age foster youth (n = 27). Analyses investigated measurement reliability…

Multi-stakeholder collaborative networks (MSCNs) centered around innovative problem solving have become increasingly popular. These collaborations seek to pool the resources of the various stakeholders in order to address their common issue. The importance of the collaboration members' awareness of one another's resources is the basis for this…

In the e-learning context, social network analysis (SNA) can be used to build understanding around the ways students participate and interact in online forums. This study contributes to the growing body of research that uses statistical methods to test hypotheses about structures in social networks. Specifically, we show how statistical analysis…

The use of online social networks (OSNs) has increasingly attracted attention from scholars' in different disciplines. Recently, student behaviors in online social networks have been extensively examined. However, limited efforts have been made to evaluate and systematically review the current research status to provide insights into previous…

Automated essay scoring (AES) has emerged as a secondary or as a sole marker for many high-stakes educational assessments, in native and non-native testing, owing to remarkable advances in feature engineering using natural language processing, machine learning, and deep-neural algorithms. The purpose of this study is to compare the effectiveness…

Various aspects of semantic features drive early vocabulary development, but less is known about how the global and local structure of the overall semantic feature space influences language acquisition. A feature network of English words was constructed from a large database of adult feature production norms such that edges in the network…

Objective: The authors examined college students' experiences of providing peer-education, using the modified Social Network Strategy (SNS). Participants: Ninety-six college students participated this project during the 2018 academic year, drawn from a large, Mid-Southern urban university. Methods: Students who administered the HIV-PrEP health…

Objective: This study aimed to evaluate the relationship between group exercise membership, social network characteristics, and general state anxiety in a sample of college students. Participants: 490 undergraduates from a private university in the southern US participated in the study. Methods: An egocentric network analysis was conducted to test…

This comment on the Special Issue contributions regarding the attachment network addresses the clinical implications of the findings from three perspectives: (1) the need to look beyond maternal influences on child developmental outcomes; (2) to be open to every seemingly peripheral influence on the child as this may have a central impact on the…