Even though the concept of species is central in biology, the history of species concept and the existence of different species concepts are rarely discussed in biology classroom. This is unfortunate, as teachers could use the plurality of species concepts to enrich discussion in the classroom. Therefore, knowing the students' perception of…

Science and Technology Innovation Communities (STICs) are student-led partnerships that bring together businesses, research centres, and university staff. They constitute an effective way of promoting student innovation ability. However, the students' position within the STICs organisation network may condition how their innovation ability is…

Educational technologies, such as teacher dashboards, are being developed to support teachers' instruction and students learning. Specifically, dashboards support teachers in providing the just-in-time instruction needed by students in complex contexts such as science inquiry. In this study, we used the Inq-Blotterteacher-alerting dashboard to…

In recent years, education policy scholars have begun to utilize social network concepts and methods to describe contemporary policy changes across P-16 levels. While many insights have emerged from this growing literature base, we argue that a more formal network approach rooted in policy network analysis (PNA) is needed to fulfill its conceptual…

Purpose: This paper explores the information sharing between farmers clustered around a formal plant health information source, using six case studies of plant clinics in China and Zambia. Design/methodology/approach: A survey was carried out with 327 farmers; six plant doctors were interviewed and plant clinic records reviewed. Data were analysed…

This paper presents two novel network methods developed for education research. These methods were used to investigate online discussions and the structure of students' background knowledge in a blended university course for pre-service teachers (n = 11). Consequently, these measures were used for correlation analysis. The social network analysis…

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…

Federal discourse pertaining to college access requires clarified definition. Use of the college access construct has become commonplace, yet no unified refinement of meaning exists. This study, which covered U.S. presidential communications from January 2009 to October 2021, addressed the abstraction of language as leaders presented ideas,…

The present study investigates the relation between language environment and language delay in 63 British-English speaking children (19 typical talkers (TT), 22 late talkers (LT), and 22 late bloomers (LB) aged 13 to 18 months. Families audio recorded daily routines and marked the new words their child produced over a period of 6 months. To…

Background: Research highlights the value of coaching to support elementary school teachers' use of effective classroom practices (Cappella et al., 2012; Owens et al., 2017). Coaching is particularly useful when teachers implement new or complex strategies, which can include culturally-responsive and equity-centered practices (i.e. strategies that…

In an increasingly neoliberal Higher Education sector, there is increased pressure on institutions to enhance learner engagement and student satisfaction. Many academics believe that students expect their university learning experiences to be enjoyable, and discourses of game-based learning reflect this, with a dominant narrative highlighting the…