Purpose: In an era of unprecedented student measurement and emphasis on data-driven educational decision making, the full potential for using data to target resources to students has yet to be realized. This study explores the utility of machine-learning techniques with large-scale administrative data to identify student dropout risk. Research…

Selected program evaluations through the GENeric Evaluation SYStem (GENESYS) of the Austin (Texas) Independent School District are reviewed. GENESYS, implemented in 1988-89, consists basically of a database methodology assessing the school system's longitudinal databases and a set of computer programs using the Statistical Analysis System (SAS) to…

GENESYS is a GENeric Evaluation SYStem for data collection and evaluation through computer technology. GENESYS gathers and reports the standard information (student characteristics, achievement, attendance, discipline, grades/credits, dropouts, and retainees) for specific groups of students. In the Austin (Texas) Independent School District's…