Gender associations have been a long-standing research topic in psychological and social sciences. Although it is known that children learn aspects of gender associations at a young age, it is not well understood how they might emerge through the course of development. We investigate whether gender associations, such as the association of dresses…

University mottos have been demonstrated to convey educational philosophies, but few studies have investigated the educational philosophies reflected by university mottos from countries along the "One Belt, One Road" (OBOR) route, with applying the analytical approaches like text mining and natural language processing (NLP). This present…

Lately, new materialism has been proposed as a theoretical framework to better understand material-dialogic relationships in learning, and concurrently network analysis has emerged as a method in science education research. This paper explores how to include materiality in network analysis and reports the development of a method to construct…

The increasing use of digital learning tools and platforms in formal and informal learning settings has provided broad access to large amounts of learner data, the analysis of which has been aimed at understanding students' learning processes, improving learning outcomes, providing learner support as well as teaching. Presently, such data has been…

This study proposes a new methodological approach to evaluate students' knowledge-building discourse. First, we discuss the knowledge-creation metaphor of learning. In the metaphor, theories mention that learners should consider their collective knowledge objects or artifacts that materialize as a result of their collaborative discourse. Second,…

The rise of social media and its permeation into all aspects of social life has in turn led to its adoption and use by academics in their professional lives. Social media, and social networking sites in particular, require profiles and cultivation of an online identity. An individual may use a range of online platforms, and existing models of…

While many educational practitioners and researchers can speak to the benefits of teacher leadership anecdotally and theoretically, tracing direct evidence of impact via traditional quantified measures, like student achievement, has been challenging. In this paper, we argue that the logic underlying traditional teacher leadership assessment does…

This article suggests that situations in which multiple research teams are convened under similar conditions present an opportunity to discover factors that lead to productive collaboration. It argues that social network analysis of research team outputs becomes more valuable when paired with data about research participant perceptions; and that…

Increasingly, school leaders and teachers are being expected to use digital technologies to collect data to analyze, plan and organize teaching and learning. Such expectations can be traced to a number of policy initiatives over the last decade. This study is concerned with how educational policy puts forward ambitions of digital school leadership…

(IOs) are influential policy actors in higher education. Yet, little is known regarding the role of philanthropic foundations in sponsoring IOs for policy promotion. By relying on longitudinal analysis of grants, semi-structured interviews, and social network analysis, this study examined the most central IOs within foundation-sponsored networks,…

Background/Context: Since 2013, opting out of state standardized tests has become a movement--the grassroots, organized efforts to refuse to take high-stakes state standardized tests. In particular, opt-out rates in the state of New York have been consistently fluctuating around 20%. Purpose/Objective: This study aims to examine the actor…

Numerous approaches have been introduced to automate the process of text summarization, but only few can be easily adapted to multiple languages. This paper introduces a multilingual text processing pipeline integrated in the open-source "ReaderBench" framework, which can be retrofit to cover more than 50 languages. While considering the…

Purpose: The purpose of this paper is two-fold--(1) to offer a conceptual understanding of knowledge brokering from a sociometric point-of-view; and (2) to provide an empirical example of this conceptualization in an education context. Design/methodology/approach: We use social network theory and analysis tools to explore knowledge exchange…

The rapid digital transformation of education has significantly influenced remote learning, with digital literacy emerging as a crucial competency for students, educators, and institutions. This study employs a bibliometric analysis to explore research trends, influential authors, and thematic developments in digital literacy within remote…

Indonesian workers in Taiwan have been taking synchronous online courses to enhance their education for several years. Still, the most crucial part of a synchronous course, the interaction quality, in the past, in general, was highly disturbed by the workers' busy daily work and had room to improve. Therefore, improving online interaction quality…