Predictive analytics is widely used in various domains, including education, to inform decision-making and improve outcomes. However, many predictive models are proprietary and inaccessible for evaluation or modification by researchers and practitioners, limiting their accountability and ethical design. Moreover, predictive models are often opaque…

Phrónêsis or practical wisdom is an important element of Aristotelian virtue ethics. This paper is an attempt to study what is meant by Phrónêsis, how it might be understood, reinterpreted, applied, and extended in contemporary professional management practice and its role in enhancing professional excellence in modern managers. Phrónêsis can…

This study presents Arizona's innovations in academic accountability policy and academic accountability frameworks for alternative schools. A timeline of statutes and regulations including the State Board of Education approved alternative school definition provides Arizona's context for alternative school accountability policy and frameworks.…

The paper addresses Serbian preschool education Curriculum Framework as one of dimensions of the preschool education quality. The first part of paper deals with the importance of preschool education worldwide as a social responsibility and its accountability in education policy. The second part provides the evaluation of the preschool education…

In June 2013, Chapin Hall at the University of Chicago and the Institute for Educational Leadership convened a group of stakeholders, researchers, and practitioners in Washington, DC. The group discussed the role of partnerships in advancing educational opportunities for low-income children and youth in the United States. They examined topics…

On August 9, 2012, the Institute of Education Sciences (IES) convened a meeting of researchers and U.S. Department of Education (ED) and IES staff to discuss recent advances in measuring teacher effectiveness. The objectives of the meeting were to: (1) Identify and discuss recent advances in the use of value-added models (VAMs) and student growth…

On August 9, 2012, the Institute of Education Sciences (IES) convened a meeting of researchers and U.S. Department of Education (ED) and IES staff to discuss recent advances in measuring teacher effectiveness. The objectives of the meeting were to: (1) Identify and discuss recent advances in the use of value-added models (VAMs) and student growth…

There's much talk about using data to inform education decision-making, both in and beyond the classroom. This paper examines the landscape of data literacy, based on a meeting in May 2012 which brought together the foremost researchers and professional development providers in the field of data-driven decision-making in education. The meeting…

Faced with rising demand for information about early childhood programs, states need to find tools and strategies to monitor the progress of and to identify high-quality early childhood programs. In response, REL Mid-Atlantic convened a regional workgroup for state personnel who work with the systems containing early childhood data. The workgroup…

The Texas Projection Measure (TPM) has grown out of the state's need to meet the requirements of No Child Left Behind (NCLB). An examination of the state's method of predicting 8th grade mathematics scores reveals that several factors have been ignored in the process of developing the model, including assumptions in its underlying statistical…

Responsive Therapy is an integrative model that purports to structure the use of a variety of intervention models, each in its own theory-pure context. It is firmly based in phenomenology. Beginning with a phase that relies on critical, universal therapy skills, therapy proceeds through a highly active, hopefully collaborative, intervention phase.…

Policy making, policy implementation, and accountability are discussed, and a conceptual model is proposed for understanding a number of contemporary problems and for planning future research. The model suggests a tension theory consisting of two dilemmas. One is an apparent conflict between the public's expectation of educational…

As rural states nationwide struggle with cuts in education funding, declining enrollments and increased costs it becomes crucial to examine those schools that are successful in educating their students. These higher performing schools can then be used as models for education excellence throughout the state. Defining higher-performing is not an…

This paper makes the case that value added assessment (VAA) is one potential tool for increasing the accuracy of inferences regarding school effects, even though it is far from being a panacea. The promise of VAA rests in its focus on individual growth trajectories and its perceived ability to isolate the influence of a school from other factors…

This study was undertaken to evaluate models that could be used to set single-year individual student academic growth targets. Multiple terms of individual student reading and mathematics test results were analyzed to predict each student's final status score in each subject. Test records from more than 5,300 students in 3 cohorts were used; 2…