Digital sandbox games such as "Minecraft" can be used to assess and support creativity. Doing so, however, requires an understanding of what is deemed creative in this game context. One approach is to understand how Minecrafters describe creativity in their communities, and how much those descriptions overlap with the established…

With the aim to provide teachers with more specific, frequent, and actionable feedback about their teaching, we explore how Large Language Models (LLMs) can be used to estimate "Instructional Support" domain scores of the CLassroom Assessment Scoring System (CLASS), a widely used observation protocol. We design a machine learning…

This study aims to evaluate the effectiveness and potential utility of using machine learning and natural language processing techniques to develop models that can reliably predict the relative difficulty of incoming chat reference questions. Using a relatively large sample size of chat transcripts (N = 15,690), an empirical experimental design…

This paper presents a remote corpus work model that was developed between an outside researcher and community collaborator to continue transcription/translation work at a distance with previously collected material in response to the travel restrictions imposed by the coronavirus pandemic. The paper describes, in detail, the corpus work model,…

Connectivist learning is interaction-centered learning. A framework describing interaction and cognitive engagement in connectivist learning was constructed using logical reasoning techniques. The framework and analysis was designed to help researchers and learning designers understand and adapt the characteristics and principles of interaction in…

If we want a university and college education to focus on its purpose--learning--then we need to reframe the way we highlight outcomes. Across the nation and abroad, educational leaders have begun the process of helping students define the value and purpose of "their" degrees. Specifically, institutions should help students navigate and…

Dual enrollment programs offer a wide range of students many advantages, and many families would say cost savings is at the top of the list. There is a huge cost savings to students and families, students have the opportunity to experience college in high school, and it shortens their path to their degree. Students, particularly those who are…

This study was designed to understand how ACSI certified Christian School leaders in Arizona lead their schools. There are a variety of leadership models available. Servant leadership, being a fairly recent phenomenon has been studied and implemented by numerous organizations and leaders with great organizational success and buy in. One area of…

As pressures on new academic staff members increase and change, academic developers need to find different ways of working with them. This paper offers for discussion a new way of supporting early career academics in their negotiation of liminality, the betwixt and between space separating old and new roles. We call this innovative approach…

This paper reports on research into the practice of learning rounds in Scotland. Learning rounds are a form of collaborative professional development for teachers based on the instructional rounds practice developed in the USA. In recent years learning rounds have gained high profile official support within education in Scotland. The research…

While prior studies have examined the efficacy of career and technical education (CTE) courses on high school students' outcomes, there is little knowledge on timing of these courses and a potential link to student outcomes. We asked if the timing of these courses predicted differences in the likelihood of dropout and on-time high school…

Modelling-based teaching activities have been designed and analysed from distinct theoretical perspectives. In this paper, we use one of them--the model of modelling diagram (MMD)--as an analytical tool in a regular classroom context. This paper examines the challenges that arise when the MMD is used as an analytical tool to characterise the…

Environmental awareness is evaluated related to cognitive and affective areas so it might be considered one of the important points in order to predict environmental behavioural change. One of the behavioural change models is ecological dynamics model (EDM) and this model's characteristics overlap with ecopedagogy-based outdoor experiential…

With the adoption of Learning Management Systems (LMSs) in educational institutions, a lot of data has become available describing students' online behavior. Many researchers have used these data to predict student performance. This has led to a rather diverse set of findings, possibly related to the diversity in courses and predictor variables…

A cascade model of professional development presents a particular risk that "knowledge" promoted in a programme will be diluted or distorted as it passes from originators of the programme to local trainers and then to the target teachers. Careful monitoring of trainers' and teachers' knowledge as it is transferred through the system is…