The purpose of this study is to examine the network effect of school principals as it relates to school improvement. Network practices of school principals are compared to an innovative practice for improving networking practices. Through descriptive statistics and chi-square goodness of fit, we illustrate the difference between what school…

The aim of this study is to investigate the relations between secondary education students' learning styles and their use of social networks. The samples of the research designed by relational screening model consist of 1281 students reached by convenient sampling method, one of the non-probability sampling methods. In this study, "Kolb's…

This article explores university students' interpretations of peer sociality in the context of academic studies. The study draws on thematic interviews with Finnish students (n = 28) representing two sets of study fields (humanities and human sciences, and technological sciences) in three regional Finnish universities. The study applies a…

This study aims to examine the intellectual structure and development of the organizational learning field between 1990 and 2024. An analysis was performed on the titles and abstracts of 18,735 articles obtained from the Scopus database using dynamic topic modeling (DTM) and network analysis methods. DTM explores the organization and chronological…

Understanding the relationship between social and cognitive engagement has critical implications for collaborative learning theory, pedagogy and analytics. This study proposed a three-layered social-cognitive network analysis framework for examining the relationship between students' social and cognitive engagement from summative, epistemic and…

Humans have always been lured by the idea that they can use data to understand a phenomenon and make predictions about it. Learning analytics, in this sense, promise to understand and optimize learning and the environments in which it occurs by collecting data from learners and learning contexts. In this regard, this study systematically examines…

Robert Baden-Powell's role in initiating the Scout movement is well covered in historiography. This article addresses a little-researched question concerning his associations with contemporary educationalists as a means of promoting social reform through education. In combining social network analysis with the study of hitherto underutilised…

Objective: To use egocentric network analysis to understand how composition and structure of egonetworks relate to violence victimization among college students. Participants: 697 students from a large southeastern university completed online surveys. Methods: Hierarchical logistic regression analyses assessed the relationship between egocentric…

The development of digital technologies has created a market need for specialists working with the big data that is necessary for making management decisions. This study aims to identify the skills structure of the data analyst profession (DAP) in Russia. The authors used a program code written in Python to examine relevant vacancies extracted…

Diffusion can contribute to the spread of preventive intervention effects from participants to non-participants, but best practices for randomized trials prevent contamination of conditions. These practices conflict with cultural values of community benefit, which are salient among American Indians. This study embedded social network measures…

This article applies social network analysis (SNA) as a methodological tool to investigate University-Industry (U-I) dynamism within the context of the Nigerian oil and gas industry. It examines the roles multiple stakeholders should play in enhancing an up-to-date curriculum in higher education institutions (HEIs). Based on stakeholder theory,…

Sentiment evolution is a key component of interactions in blended learning. Although interactions have attracted considerable attention in online learning contexts, there is scant research on examining sentiment evolution over different interactions in blended learning environments. Thus, in this study, sentiment evolution at different interaction…

This study combines research methods from student approaches to learning research and social network analysis (SNA) to examine patterns of students' collaborative learning based on their learning orientations amongst 193 postgraduates enrolled in a blended course. The study identified two distinct learning orientations, namely 'understanding' and…

Autistic children are often reported less socially connected, while recent studies show autistic children experiencing more loneliness in school than allistic (i.e. non-autistic) children, contradicting the traditional view that autistic children lack social motivation. This study aimed to understand individual differences in how social…

How did a network of passionate academics with limited funding but big, comparative, education research ideas lead to an international assessment market? This paper explores the interests, capitals, and power dynamics embedded in the International Large-Scale Assessment (ILSA) market through a network ethnography to understand how the market…