Self-report data have contributed to a rich understanding of learning and motivation; yet, self-report measures present challenges to researchers studying students' experiences in small-group contexts. Rather than using self-report data alone, we argue that fusing self-report and observational data can yield a broader understanding of students'…

The writing performance of many school-aged children is consistently below levels necessary to produce positive outcomes. Early intervention frameworks are designed to help remedy this problem before it becomes more severe, but a key feature of early intervention frameworks--the use of data for targeting interventions--has not been sufficiently…