The authors describe the University of Central Florida's top-down/bottom-up action analytics approach to using data to inform decision-making at the University of Central Florida. The top-down approach utilizes information about programs, modalities, and college implementation of Web initiatives. The bottom-up approach continuously monitors…

The accountability imperative requires schools to evaluate the effectiveness of educational programs. Florida answered the accountability imperative by instituting statewide objective assessments and assigning grades to schools. The latter move led to several initiatives concerning the practices that improve schools in Florida. This article…