Contemporary research that looks at self-regulated learning (SRL) as processes of learning events derived from trace data has attracted increasing interest over the past decade. However, limited research has been conducted that looks into the validity of trace-based measurement protocols. In order to fill this gap in the literature, we propose a…

Teaching and assessing metacognitive activities are important educational objectives, and teachers are calling for efficient instruments. The advantages of questionnaires in measuring metacognitive activities are obvious, but serious validity issues appear. For example, correlations of questionnaire data with think-aloud measures are generally…

The purpose of this intervention study was to test the use of a reading comprehension strategy with students who are deaf/hard of hearing (D/HH) in monitoring and resolving problems with comprehension. The strategy, named Comprehension Check and Repair (CC&R), was designed for D/HH students who struggle with comprehension, despite at least…

Current theory about writing states that the quality of (meta)cognitive processing (i.e. planning, text production, revising, et cetera) is, at least partly, determined by the temporal distribution of (meta)cognitive activities across task execution. Put simply, the quality of task execution is determined more by "when" activities are applied than…

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…

In this study the reflection-in-action of experienced school principals was investigated. While reflection-on-action occurs after-the-fact, reflection-in-action is situated in the context of action. This qualitative study explores what principals think about as they are in the midst of dealing with an unexpected public confrontation. The purpose…

Third grade elementary school children solved tests on mathematical reasoning and numerical facility. Metacognitive skillfulness was assessed through think aloud protocols, prospective and retrospective child ratings, teacher questionnaires, calibration measures and EPA2000. In our dataset metacognition has a lot in common with intelligence, but…

The measurement of online self-regulation processes is a very important issue and in this rejoinder to Ainley and Patrick (this issue) I am arguing that including measures of metacognitive experiences, in conjunction with measures of other affective experiences, in various phases of task processing can increase the reliability and validity of…