A research question that is of interest across many disciplines is whether and how relationships in a network are related to the attributes of the nodes of the network. In this dissertation, we propose two joint frameworks for modeling the relationship between the network and attributes. In the joint latent space model in Chapter 2, shared latent…

Over the past 20 years, international student mobility has experienced a three-fold increase, as planned and emerging education hubs have attracted increasing numbers of students. The appeal of alternative destinations is strengthened by their cultural, linguistic, and geographic proximity, as well as a growing number of internationally ranked…

School principals play a pivotal role in directing students' classroom educational experiences. However, in the USA, many elementary principals (serving youth 5-12 years old) have had few formal experiences with professional development or coursework that centers on current standards for quality science instruction as guided by the "Framework…

Massive open online courses (MOOCs) have become one of the most popular ways of learning in recent years due to their flexibility and convenience. However, high dropout rate has become a prominent problem that hinders the further development of MOOCs. Therefore, the prediction of student dropouts is the key to further enhance the MOOCs platform.…

Purpose: Learning and innovation networks for sustainable agriculture (LINSA) are considered drivers of innovation towards a more sustainable agri-food system. However, sustaining long-term funding remains a challenge for many networks. This paper aims to provide a comprehensive conceptualization of how funding relates to LINSA continuation and…

This paper is part 4 in a series of workshops that examine the properties of some simple models of vocabulary networks. This Workshop explores how the overall activity level of a vocabulary network can be altered by changing the connections in the network (i.e., by implementing relinking events). The Workshop is linked to an online practice room…

This research examines the role of input and process-based approaches in enhancing faculty members' commitment to their research careers in the context of higher education. Specifically, we investigate the mediating effect of research self-efficacy on the relationship between professional research network and commitment to research career, as well…

Effectively building, coordinating, and enhancing large, decentralized networks of professionals remains a vexing challenge, despite the rise of digital tools and social media platforms. This study examines the evolution of a nascent research- and policy-focused network, spanning more than 60 university groups and policy institutes in the United…

It is often challenging to present the available evidence in a timely and comprehensible manner. We aimed to visualize the evolution of evidence about antidepressants for depression by conducting cumulative network meta-analyses (NMAs) and to examine whether it could have helped the selection of optimal drugs. We built a Shiny web application that…

The ability of school principals to demonstrate resilience enables them to effectively lead, adapt and thrive amidst the ever-changing landscape of educational challenges and transformations. Despite its necessity, research on principal resilience remains largely underdeveloped and is still in its early stages. The current study aims to fill this…

Since 2001, the National Institutes of Health (NIH) have funded the Institutional Development Award (IDeA) Network of Biomedical Research Excellence (INBRE) to expand biomedical research capacity among states in which NIH funding was historically low. The Western IDeA Region comprises seven states: Alaska, Hawaii, Idaho, Montana, New Mexico,…

Little is known about the university-based professionals who facilitate research impact and the networks they form to build institutional capacity. This article explores the efforts of Research Impact Canada, a pan-Canadian professional network dedicated to building institutional capacity for research impact across disciplines. Based on interviews…

Background: Although principles of the health promoting school (HPS) approach are followed worldwide, differences between countries in the implementation are reported. The aim of the current study was (1) to examine the implementation of the HPS approach in European countries in terms of different implementation indicators, that is, percentage of…

Background: A consistent challenge in educational research is ensuring that published innovations are successfully integrated into the classrooms they aim to improve. The process of integrating new pedagogy into existing classrooms involves both a method of communication (journal articles, workshops, word of mouth, etc.) and faculty motivation to…

Peace museums play an important role in peace education by offering visitors informal and non-formal education. As sites of remembrance, peace museums are rich pedagogical spaces for experiential learning and reflection. Educating children in the spirit of peace, tolerance and harmony between nations has been central to the work of the Museum of…