If we want game-based learning to make learning enjoyable as well as effective and efficient, we need to increase learner's awareness of and ability in learning itself. At the heart of learning is metacognition: a learner's understanding of how knowledge is constructed through learning, and the repertoire of strategies, tactics, and monitoring processes that enact learning. The goal of this PhD research is to inform designers and researchers who want to support and improve metacognition of learners within game-based learning environments, by identifying, implementing, and evaluating generic design principles for metacognitive interventions.
Learner metacognition is one of the most influential factors that positively affects learning. Previous work shows that game-based learning can contribute to supporting and developing metacognitive knowledge and skills of learners. While there are many specific examples of such games, it remains unclear how to effectively design game-based learning environments to achieve this in an effective way. In other words: there is sufficient case-specific evidence, but limited design knowledge derived from such cases. In this paper, we attempt to identify such intermediary design knowledge that resides between specific games and generalized theory. We present three design experiments where game-based metacognitive training is evaluated in real-world educational settings. We collected insights regarding usefulness, motivation, usage, effort, and metacognition among participating students. From these experiments we identify what was learned in the form of design recommendations and, as such, contribute to collecting intermediary design knowledge for designing game-based metacognitive training.
Metacognition comprises both the ability to be aware of one’s cognitive processes (metacognitive knowledge) and to regulate them (metacognitive control). Research in educational sciences has amassed a large body of evidence on the importance of metacognition in learning and academic achievement. More recently, metacognition has been studied from experimental and cognitive neuroscience perspectives. This research has started to identify brain regions that encode metacognitive processes. However, the educational and neuroscience disciplines have largely developed separately with little exchange and communication. In this article, we review the literature on metacognition in educational and cognitive neuroscience and identify entry points for synthesis. We argue that to improve our understanding of metacognition, future research needs to (i) investigate the degree to which different protocols relate to the similar or different metacognitive constructs and processes, (ii) implement experiments to identify neural substrates necessary for metacognition based on protocols used in educational sciences, (iii) study the effects of training metacognitive knowledge in the brain, and (iv) perform developmental research in the metacognitive brain and compare it with the existing developmental literature from educational sciences regarding the domain-generality of metacognition.
How do learners understand, monitor, and regulate their own learning? A question of metacognition. Improving metacognitive knowledge and skills contributes too learning effectiveness and effiency. The goal of this PhD project is to study in what ways metacognitive training can be supported and facilitated trhough game-based learning.
