This report describes how big data and an evidence framework can align across five contexts of educational improvement. It explains that before working with big data, there is an important prerequisite: the proposed innovation should align with deeper learning objectives and should incorporate sound learning sciences principles. New curriculum…

Several developments growing out of the National Assessment of Educational Progress (NAEP) are reviewed, with a discussion of their extension and application to other projects. These developments include: (1) complex matrix item sampling designs; (2) performance-based items in large-scale assessments; (3) vertical scaling; and (4) innovative…

This article describes an assessment approach for students with severe and multiple disabilities, SMH.PAL, that employs expert system technology. The system matches behavior topography with studies describing treatment approaches and then generates case-specific, annotated descriptions of potentially useful articles. It also models an approach to…