Extracting and formally representing the knowledge embedded in textbooks, such as the concepts explained and the relations between them, can support the provision of advanced knowledge-based services for learning environments and digital libraries. In this paper, we consider a specific type of relation in textbooks referred to as…

I propose two practical advances to the argument-based approach to validity: developing a living document and incorporating preregistration. First, I present a potential structure for the living document that includes an up-to-date summary of the validity argument. As the validation process may span across multiple studies, the living document…

Higher education is awash with data that, when refined, facilitates data-informed decisions. Such decision-making is much more prevalent in support of undergraduate education given the much larger number of undergraduates pursuing higher education in contrast to the much smaller proportion of graduate students. A simple extension of current…

Web annotation environments are widely used in education based on the premise that student interaction in these environments benefits individual and group learning. However, there is little research on factors driving student interaction in web annotation activities. In this study we asked: What dynamics could explain social interaction among…

We examined the characteristics of video annotations frequently discussed during debriefing conversations as part of video-assisted coaching cycles. We also analyzed how mathematics coaches used written annotations to inject ideas into debriefing conversations when supporting teachers to reflect on important classroom events. Coaches and teachers…

A new athletic coach must ensure they are knowledgeable of many things beyond teaching student-athletes how to play a specific sport. This is necessary to protect themself, as well as protect the student-athletes under their supervision. This article overviews four common areas with which new coaches must ensure familiarity -- provision of a safe…

Many interventions have been developed by staff to support students in understanding assessment task requirements and summative and formative feedback. However, to various extents, these approaches assume a shared understanding of the, often indeterminate, language used in assessment. This article reports on a project, which aimed to explore…

Research on the effectiveness of Intelligent Tutoring Systems (ITSs) suggests that automatic hint generation has the best effect on learning outcomes when hints are provided on the level of intermediate steps. However, ITSs for programming tasks face the challenge to decide on the granularity of steps for feedback, since it is not a priori clear…

Teachers in Australia have the professional responsibility to differentiate teaching to meet the needs of students across the full range of abilities. However, it is often reported that there is a need for greater definitional clarity of the term "differentiation" to support teachers' understanding and implementation. In this article, we…

Background: Deep learning methods, where models do not use explicit features and instead rely on implicit features estimated during model training, suffer from an explainability problem. In text classification, saliency maps that reflect the importance of words in prediction are one approach toward explainability. However, little is known about…

Purpose: Approaching mentoring from the theoretical tradition of continental pedagogy and contrasting it to the neoliberal organization of the academy, this paper aims to analyze how the Croatian higher education document framework constructs mentoring graduate and postgraduate students' research projects. Design/methodology/approach: The analysis…

Although programming is often learned through formal instruction or self-paced tutorials, informal learning, for example, through publicly available online documentation, is also a significant resource for skill development among novices. However, many novices struggle to extract useful information from documentation. This work aims to answer two…

Preschools in Sweden are facing increasing requirements for introducing quality systems, and documentation practices are becoming a central part of the preschools' work. This article examines how Swedish principals perceive the assignment of documentation regarding special educational needs (SEN). Drawing on the theoretical work of Schön, this…

This article reports on a novel approach to integrate artificial intelligence into a digital collaborative platform embedded with a problem-based mathematics curriculum. Using design research methodologies, we developed a new "proof-of-concept" design feature called "student proportional reasoning arrows (SPArrows)." SPArrows…

This study investigated coded data retrieved from clinical dashboards, which are decision-support tools that include a graphical display of clinical progress and clinical activities. Data were extracted from clinical dashboards representing 256 youth (M age = 11.9) from 128 practitioners who were trained in the Managing and Adapting Practice (MAP)…