Learning analytics needs to pay more attention to the temporal aspect of learning processes, especially in self-regulated learning (SRL) research. In doing so, learning analytics models should incorporate both the duration and frequency of learning activities, the passage of time, and the temporal order of learning activities. However, where this…

Background: When learning causal relations, completing causal diagrams enhances students' comprehension judgements to some extent. To potentially boost this effect, advances in natural language processing (NLP) enable real-time formative feedback based on the automated assessment of students' diagrams, which can involve the correctness of both the…

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…

This paper addresses one of the major confusions in the study and practice of problem-based learning today, namely the use of the term "problem-based learning" to refer to both the small-group tutorial method pioneered by McMaster University and Maastricht University in medical education, and the problem-oriented project-work method…

In this paper we explore and identify emerging patterns of synchronous digital discourse trajectories between dyads of native (NS) and non-native speakers (NNS), with a particular focus on (absence of) negotiated interaction. We will present a new model of L2 learning interaction that is a schematic representation of two main types of hearer…

Despite the potential of social networks in formal learning, there should be more knowledge on the students and teachers attitudes toward such technology and more recent information in the context of the actual educational situation. The Technology Acceptance Model (TAM) was used. The instruments included a questionnaire investigate the attitudes…

This article describes experiences with a qualitative research project into teachers' learning from innovating their own educational practices. Decades of New Public Management (NPM) in the Netherlands, with its top-down and businesslike approach to areas of public interest, obscured the learning and innovating capacity of teachers, teams, and…

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…

Career-long teacher learning is essential to the teaching profession because it is strongly connected with teacher quality and practices. Student teachers in the first stage of their career-long learning continuum, however, vary in the extent to which they participate in learning activities. This study explores the relationship between beliefs…

In this case study a novel educational programme for students in preparatory vocational education was studied. The research questions were: (1) Which teaching/learning processes occur in a simulated workplace using the concept of a "knowledge-rich" workplace? (2) What is the role of models and modelling in the teaching/learning…

Despite several years of successfully applying problem-based learning at Maastricht University, the Faculty of Medicine observed a slow erosion of problem-based practices and "PBL fatigue" among themselves and students. In response to this fatigue and new research into the development of the young adult brain, Active Self-Directed…

This study investigated the impact of students' conceptions of constructivist learning activities on academic achievement and drop-out. Although constructivism represents an influential view of learning, studies investigating how students conceptualize this perspective have not been conducted before. A structural equation modelling approach was…

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…

Two experiments assessed the effects of activation of prior knowledge through small-group discussion. College students (n=39) and Dutch secondary school students (n=88) were asked to elaborate on possible explanations of a natural phenomenon. Data suggested that such activation of prior knowledge can be a successful instructional strategy. (SLD)

The 4th International Conference on Educational Data Mining (EDM 2011) brings together researchers from computer science, education, psychology, psychometrics, and statistics to analyze large datasets to answer educational research questions. The conference, held in Eindhoven, The Netherlands, July 6-9, 2011, follows the three previous editions…