The attention time of students studying in MOOC (Massive Open Online Courses) classroom was analyzed to optimize and further improve their performance. On this basis, a student class model based on convolutional neural networks (CNN) feature extraction was proposed. Through Pr (Adobe Premiere) technology, students' class videos were processed by…

This study examines teachers' perceptions of the influence professional networks have on their sense as teacher leaders for school improvement. The Model for Collaborative Evaluations (MCE) was used to examine the potential for the inclusion of teacher professional networks in school improvement efforts. Findings indicate teachers within these…

Doctoral student mothers faced unique challenges navigating school, work, and parenting responsibilities throughout the COVID-19 pandemic. The pressure to keep up with academic benchmarks and productivity standards, alongside social isolation and disruptions to caregiving supports, can impact parenting students' well-being and progression through…

Background: Recent research has demonstrated that social justice teacher activist networks provide vital support to teachers of Color, reducing feelings of isolation and providing high-quality professional learning opportunities. Yet, there is a need for broader scaled research that looks across multiple activist organizations to add to our…

This phenomenological study examined ways in which a coordinated and proactive network of professionals could support justice involved individuals in their postsecondary educational pursuits. A critical qualitative methodology was applied to explore context and opportunities for services to be used across organizations, governmental agencies and…

Learning is inherently a social act occurring through individualized interpretation and negotiations with diverse others. The ability to work with others within the learning environment and beyond is an essential skill. Student-centered teaching methods that emphasize active learning in a team setting have garnered much support across higher…

This paper discusses the relationship between multidisciplinarity and research performance in the academic context. The paper explains how scholars' scientific performance is affected by the multidisciplinarity of the network of colleagues with whom they conduct their research. Furthermore, this paper explores the potential moderating role of…

A wide spectrum of rigor exists in systematic literature review methods. This article argues review methods should include both a preliminary discussion justifying where and a secondary protocol explaining how a literature search is conducted. Journal title overlap analysis is one way to justify where a literature search is conducted. A new…

Network models of the WAIS-IV based on regularized partial correlation matrices have been reported to outperform latent variable models based on uncorrected correlation matrices. The present study sought to compare network and latent variable models using both partial and uncorrected correlation matrices with both types of models. The results show…

Literature reviews are required at early stages of a traditional research progression. Many systematic approaches help researchers identify relevant literature. However, there is far less support for interpreting large collections of references. Understanding the evolution of knowledge within a discipline requires an awareness of the collaborative…

Background/Context: Rural districts often struggle to provide organizational structures that support knowledge-building and sharing among educators, contributing to the challenge of change implementation in rural contexts. Although prior scholarship identifies social relationships centered on trust as important for fostering educator learning, we…

Collaboration is the key element of maker movement. Online maker community is a new environment for makers to collaborate with one another voluntarily. This article selected one of the largest open online maker communities in China as the research sample. A total of 1292 postings selected from 19 threads were coded using Schaefer et al.'s (2019,…

Despite the need to prepare engineers for leadership in the workforce, the civil engineering curriculum lacks formal leadership education. The limited focus on leadership in the curriculum raises questions of how and where students are developing leadership competencies. Social capital, the resources embedded in an individual's social network, may…

Career adaptability is better described as interconnected resources than as manifestations of a common factor. Using a sample of 1053 responses to the Career Adapt-Abilities Scale, we compared traditional confirmatory factor analysis models (unidimensional, bifactor, hierarchical) with a confirmatory network model, which is found to outperform the…

In recent years, the rapid growth of Massive Open Online Courses (MOOCs) has attracted much attention for related research. Besides, one of the main challenges in MOOCs is the high dropout or low completion rate. Early dropout prediction algorithms aim the educational institutes to retain the students for the related course. There are several…