In recent years, there has been increased interest in engagement during learning. This is of particular interest in the science, technology, engineering, and mathematics domains, in which many students struggle and where the United States needs skilled workers. This article lays out some issues important for framing research on this topic and…

In this article, we discuss the contribution of observational methods to understanding the processes involved in triggering interest and establishing engagement. We begin by reviewing the literatures on interest and engagement, noting their similarities, differences, and the utility to each of better understanding the triggering process. We then…

Research on underachieving gifted students has uncovered a large number of characteristics differentiating gifted underachieving and achieving students. However, less is known about the way in which underachievement develops across schooling. Using a person-centered theoretical framework and key constructs from current motivational theories, we…

Over the past 20 years, there has been much research on how people learn from case comparisons. This work has implemented comparison activities in a variety of different ways across a wide range of laboratory and classroom contexts. In an effort to assess the overall effectiveness of case comparisons across this diversity of implementation and…

In considering and evaluating approaches to the admission of college students, the usual approach is to try to measure past academic achievement and primarily verbal and math ability on the assumption that these abilities will predict subsequent college academic grades and achievement. These measures do predict classroom achievement, though far…

Psychological and educational researchers have developed a flourishing research program on epistemological dimensions of cognition (epistemic cognition). Contemporary philosophers investigate many epistemological topics that are highly relevant to this program but that have not featured in research on epistemic cognition. We argue that integrating…

Articles in this special issue present recent advances in using state-of-the-art software systems that gather data with which to examine and measure features of learning and particularly self-regulated learning (SRL). Despite important advances, there remain challenges. I examine key features of SRL and how they are measured using common tools. I…

Self-regulated learning (SRL) with hypermedia environments involves a complex cycle of temporally unfolding cognitive and metacognitive processes that impact students' learning. We present several methodological issues related to treating SRL as an event and strengths and challenges of using online trace methodologies to detect, trace, model, and…

Users benefit most from computer-based learning environments (CBLEs) when they are adept at self-regulated learning (SRL). Learner characteristics, such as epistemic beliefs, influence SRL processing. Therefore, research into learning with CBLEs must account for interactions between epistemic beliefs and SRL. In this article we integrate epistemic…

In this article we propose that in order to advance our understanding of motivation in collaborative learning we should move beyond the cognitive-situative epistemological divide and combine individual and social processes. Our claim is that although recent research has recognized the importance of social aspects in emerging and sustained…

This article discusses the occurrence and measurement of self-regulated learning (SRL) both in human tutoring and in computer tutors with agents that hold conversations with students in natural language and help them learn at deeper levels. One challenge in building these computer tutors is to accommodate, encourage, and scaffold SRL because these…

Consistent with the aims of this special issue, we present a systems perspective on self/identity, predicated on William James's classic distinction between "I" and Me, and use this perspective to explore conceptual relations between self/identity, motivation to learn, and self-regulated learning. We define the "I" self functionally in terms of…

An inductive model is proposed that suggests that support for the development and deepening of interest can be aided by knowledge of identity development. The model suggests that instructional practice would be usefully informed were educators (e.g., teachers, parents, museum curators, counselors) to have information about both the phase of a…

The overarching purpose of this treatise was to develop a means by which to describe and evaluate existing perspectives on learning and to guide future explorations in this domain. Specifically, using the metaphor of a river system, we advance a framework into which theoretical perspectives and empirical investigations of learning can be…

Although explanations are a common means of instruction, research shows that they often do not contribute to learning. To unravel the factors giving rise to the ineffectiveness of instructional explanations, we propose a framework that brings together empirical work on instructional explanations from a variety of research fields, including…