Predicting student problem-solving strategies is a complex problem but one that can significantly impact automated instruction systems since they can adapt or personalize the system to suit the learner. While for small datasets, learning experts may be able to manually analyze data to infer student strategies, for large datasets, this approach is…

To support online learners at a large scale, extensive studies have adopted machine learning (ML) techniques to analyze students' artifacts and predict their learning outcomes automatically. However, limited attention has been paid to the fairness of prediction with ML in educational settings. This study intends to fill the gap by introducing a…

Over the past century, career development centers across the nation have evolved from the vocational and placement centers of the 1920s towards an interdisciplinary operational model of today (Herr, 2013). The interdisciplinary model incorporates clinically certified practitioners (e.g., career counselors, social workers) with non-clinical career…

This study aimed to investigate the relationships among computational thinking (CT) skills, science, technology, engineering and mathematics (STEM) attitude, and thinking styles with the help of structural equation modeling and to determine to what extent the variables of STEM attitude and thinking styles explained CT skills. The study, conducted…

The decisions and actions that chemistry educators make regarding why, what, how, and when to teach certain content or implement a specific instructional activity are often guided, but also constrained, by explicit or implicit "didaktik models". These types of models direct our attention and actions when designing curricula, planning for…

Why does some professional development fall flat, while others resonate with teachers and make a real difference? How can professional learning be made better and lead to lasting changes in teacher practice? Schools and districts can get more out of their investment in professional learning for teachers (and principals) by creating PD systems,…

Purpose: This paper aims to find the incidence of university sustainability, as sustainability practices, in university performance at private universities. Design/methodology/approach: Quantitative research using structural equation modelling. Data collection and analysis followed sustainability and performance scales from previous research. The…

This paper seeks to examine a specific development in the history of teacher education to explore whether it might illuminate and inform contemporary debate. It offers a historical/comparative analysis of the contribution of teachers' centres to the professional development of teachers in England and Spain during the late 1960s to the early 1990s.…

In distance education courses with a large number of students and groups, the organization and facilitation of collaborative writing tasks are challenging. Teachers need support for planning, specification, execution, monitoring, and evaluation of collaborative writing tasks in their course. This requires a collaborative learning platform for…

Gaining useful insight into real-world problems through mathematical modelling is a valued activity across several disciplines including mathematics, biology, computer science and engineering. Differential equations are a valuable tool used in modelling. Modelling provides a way for students to engage with differential equations within a…

A straightforward experimental set-up, requiring a two-liter bottle, a ruler and a stopwatch, is used to provide data appropriate for modelling with Torricelli's Law in the simplest case, and a more sophisticated differential equation when losses are taken into account and a pipe extension is considered. With only an exit hole included in the…

Among the basic medical sciences, anatomy and physiology (anatomy & physiology) is a fundamental subject for students majoring in nursing. Due to its diversity and difficulty, nursing students experience stress when studying it. Previous graduates generally presented lower achievements in anatomy & physiology than in other nursing-related…

Throughout the last 30 years, many European countries have 'modernized' their governance of education. For the Central European school systems of Austria and the German Bundesländer it has been claimed that this 'modernization' was characterised by a sequence of reform 'waves' which culminated in introducing 'evidence-based governance' models…

Dimensional comparisons--i.e., comparisons between achievements in different domains--have to date been examined particularly between students' achievements in different school subjects. Numerous studies have documented that dimensional comparisons between mathematical and verbal achievements significantly affect students' mathematical and verbal…

The emergence of COVID-19 favoured the development at Université de Montréal of an educational initiative aimed at promoting modelling and simulation in teaching and learning postsecondary mathematics. In our learning activities, modelling is not reduced to curve fitting; software is used and questions are asked to get a deeper understanding of…