Intelligent tutoring system (ITS) provides learners with step-by-step problem-solving support through scaffolding. Most ITSs have been developed in the USA and incorporate American instructional strategies. How do non-American students perceive and use ITS with different native problem-solving strategies? The present study compares Stoich Tutor,…

It has been suggested that self-organized study groups need to regulate their learning at three levels: the self-, the co-, and the socially shared level. Yet, little is known about how individual learner characteristics influence these regulation processes. In this study, we investigate how students' achievement goals are associated with…

Self-set educational goals are central to self-regulated learning and an observable manifestation of students' motivation. In this paper, we develop and trial a tagset for the characteristics of university students' self-set goals. The novelty of this approach consists in using data-driven, non-exclusive tags, rather than theory-derived, exclusive…

Background: Implicit theories are important belief systems that influence an individual's motivation and behaviour. In academic contexts, domain-general implicit theories of ability (e.g., intelligence) and their relation to self-regulated learning (SRL) have been examined. Aims: In this study, we followed a domain-specific approach and first…

Research has shown that there are positive associations between students' goals and learning behavior. However, less is known about these associations for adolescent students in competency-based learning compared to adolescent students in teacher-directed learning. The current study was conceptualized with the aim of getting more in-depth…

Research on the relationships between students' achievement emotions and their (self-regulated) learning behavior is growing. However, little is known about the relationships between students' learning preferences and achievement emotions and the extent to which these influence learning strategies. In this study we, first, looked at the…

One of the key reasons that multimedia, and particularly hypertext systems, are gaining in importance is that they inspire hopes of optimizing learners' processes of knowledge construction. The present study is concerned with the respective influence of individual learner variables (i.e. particularly domain-specific prior knowledge) on the use of…