Data-informed instructional methods offer tremendous promise for increasing the effectiveness of teaching, learning, and schooling. Yet-to-be-developed data science approaches have the potential to dramatically advance instruction for every student and to enhance learning for people of all ages. Next steps that emerged from a recent National…

Learning technologies are now commonplace in education, and generate large volumes of educational data. Scholars have argued that analytics can and should be employed to optimize learning and learning environments. This article explores what is really meant by "analytics", describes the current best-known examples of institutional…

Describes the evaluation of a new model for software evaluation that emphasizes the collection of student performance data to determine the extent to which students learn the knowledge a software package intends to teach. Discussion covers the results of two studies, evaluation criteria and methods, evaluator subjectivity in decision making,…

Suggests conventional evaluation reports are inappropriate for what needs to be portrayed for software users concerned with acquisition, software adaptation, design and development, and teacher implementation decisions. Two forms for evaluating information are described and illustrated--a narrative portrayal form and a design and development…

Explains human interactive analysis as an architecture for using computer interactive technologies in the analysis of complex work environments. A project at the Naval Training Systems Center that used video-audio data to develop a multimedia database is described; the analysis and management of data are discussed; and decision processes are…