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…

The National Early Literacy Panel (2008) report identified early predictors of reading achievement as good targets for instruction, and many of those skills are related to decoding. In this article, the authors suggest that the developmental trajectories of rapidly developing skills pose problems for traditional statistical analyses. Rapidly…

Literacy data collected over the course of 2 academic years were used to estimate the rate at which full- and half-day kindergartners acquired literacy skills during kindergarten, 1st grade, and the intervening summer. Application of piecewise growth models to the time series data obtained on a sample of students from a large Southwestern school…