In learning, errors are ubiquitous and inevitable. As these errors may signal otherwise latent cognitive processes, tutors--and students alike--can greatly benefit from the information they provide. In this paper, we introduce and evaluate the Systematic Error Tracing (SET) model that identifies the possible causes of systematically observed…

For decades, self-report instruments -- which rely heavily on students' perceptions and beliefs -- have been the dominant way of measuring motivation and strategy use. Event-based measures based on online trace data arguably has the potential to remove analytical restrictions of self-report measures. The purpose of this study is therefore to…

This empirical study aims to demonstrate how Dispositional Learning Analytics can contribute in the investigation of the effectiveness of didactical scenarios in authentic settings, where previous research has mostly been laboratory based. Using a showcase based on learning processes of 1080 students in a blended introductory quantitative course,…

Many studies indicate that knowledge and knowledge production are the main predictors of social development, welfare and the ability to face the future with confidence. It could be argued that knowledge production is mainly carried out by universities. This study compares 1266 scientific research projects (SRPs) completed by faculties of education…

This study reports on how student teachers' workplace experiences were transformed into learning experiences. In total, 26 stories from 10 student teachers were collected by means of digital logs and in-depth interviews and unraveled using a new technique of reconstructing stories into webs. In these webs, the factors that played a role in student…

Studies in the field of learning analytics (LA) have shown students' demographics and learning management system (LMS) data to be effective identifiers of "at risk" performance. However, insights generated by these predictive models may not be suitable for pedagogically informed interventions due to the inability to explain why students…

The purpose of this paper is to explore how experienced teachers learn informally, and more specifically, how they learn through the activities they undertake when teaching classes. Regarding these activities we studied four aspects: behaviour, cognition, motivation and emotion. During one year, data were collected through observations of and…

Purpose: The purpose of this research is to get a clear view on how can we judge groups in relation to the characteristics of a community of practice (CoP), and the presence of collective learning in these groups. Design/methodology/approach: A review of literature on collective learning and CoPs led to the development of a conceptual model, which…

The purpose of the study was to (a) determine the design features of the physical learning environment that support collaborative, project-based learning, and (b) to gain an understanding of the rationale for the selection of the features. The literature review indicated a need for changing learning expectations to prepare learners for rapidly…

The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…