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…

In this article, I present a new multivariate regression model for analyzing outcomes with network dependence. The model is capable to account for two types of outcome dependence including the mean dependence that allows the outcome to depend on selected features of a known dependence network and the error dependence that allows the outcome to be…

We analyse the creation of European university alliances as an effort to build learning networks between universities in light of newly perceived needs in Europe. The rationales for such alliance formation include cultural integration, grand societal challenges and reforms in the European innovation ecosystem. We consider how alliance formation…

The exponential growth of scholarly publications in recent years has presented a daunting challenge for researchers to keep track of relevant articles within their research field. To address this issue, we examined the capabilities of InfraNodus, an AI-Powered text network analysis platform. InfraNodus promises to provide insights into any…

Background: Collaborative learning has become a crucial approach to promoting online in-service teacher training. Appropriate peer recommendation for group composition is the basis to ensure productive learning outcomes of collaborative learning. However, there is a lack of understanding of the impact of peer recommendation on in-service teachers'…

This quantitative study examined the characteristics of the developmental networks of young South Korean self-initiated expatriates (SIEs) in Vietnam and the effects of the network characteristics on developmental functions and career growth. Based on a literature review, a hypothesized model was developed and examined using a path analysis. The…

Purpose: New philanthropy develops new forms of policy "problem-solving" through the influx of private actors' money and ideas. It adopts singular configurations across different policy spaces, with implications for education governance. We address this phenomenon by analyzing the Varkey Foundation's (VF) "landing" and…

The current research empirically examined the developmental networks of female workers and how the network configurations influence their subjective career success, with particular attention to the gender and status composition of the network along with other network characteristics. Data from 427 female workers with a college degree or higher in…

The academic library plays multiple roles in the university, making even a nuanced analysis of service numbers inadequate for assessing the complexity of the library's value and contributions to the university's mission and success. This exploratory study uses social network analysis and a unique interlibrary loan (ILL) data set to examine…

Purpose: Athletic departments play an important role in sustainability-based collaborative processes due to their boundary spanning connections with both internal and external university stakeholders. As a result, athletic department representatives have become prominent members of university participant-governed network structures. The purpose of…

Connectivism, a learning theory that reveals a new learning in the Internet environment, has become a popular academic topic at the forefront of online learning. The MOOC Research Team at the Distance Education Research Centre at Beijing Normal University designed and developed the first massive open online course in China, adapting a connectivist…

The current study examined whether youth's perceived bullying norms play a role in friendship dynamics related to bullying and victimization among the fifth and sixth grade (N = 736, 52% girls at Wave 1, N = 677, 52% girls at Wave 2) in elementary schools. Youth completed peer nominations (friendship, bullying, and victimization) and a…

In this study, we collected mixed method social network data alongside a survey of people who inject drugs (PWID) to assess key assumptions of respondent-driven sampling (RDS). We found adherence to some assumptions and non-adherence to others. Specifically, sampling did occur through a connected network of PWID and the reported degree size of…

Meta-analysis is commonly used to compare two treatments. Network meta-analysis (NMA) is a powerful extension for comparing and contrasting multiple treatments simultaneously in a systematic review of multiple clinical trials. Although the practical utility of meta-analysis is apparent, it is not always straightforward to implement, especially for…