A central goal of the learning sciences is to discover principles that determine the optimal amount of instructional assistance to support robust learning (Koedinger & Aleven, 2007). We examined learning outcomes from providing and withholding stepwise instructional explanations as students studied worked examples and solved physics problems. We…

The study of knowledge transfer rarely draws upon motivational constructs in empirical work. We investigated how students' achievement goals interact with different forms of instruction to promote "transfer," defined as preparation for future learning (Bransford & Schwartz, 1999) Students were given either invention or tell-and-practice activities…

Prior studies have not tested whether an instructional intervention aimed at improving metacognitive skills results in changes to student metacognition, motivation, learning, and future learning in the classroom. We examined whether a 6-hr intervention designed to teach the declarative and procedural components of planning, monitoring, and…