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Kraft, Matthew A. – Annenberg Institute for School Reform at Brown University, 2019
Researchers commonly interpret effect sizes by applying benchmarks proposed by Cohen over a half century ago. However, effects that are small by Cohen's standards are large relative to the impacts of most field-based interventions. These benchmarks also fail to consider important differences in study features, program costs, and scalability. In…
Descriptors: Data Interpretation, Effect Size, Intervention, Benchmarking
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Smithson, John; Birks, Melanie; Harrison, Glenn; Nair, Chenicheri Sid; Hitchins, Marnie – Quality Assurance in Education: An International Perspective, 2015
Purpose: The purpose of this paper is to examine current approaches to interpretation of student evaluation data and present an innovative approach to developing benchmark targets for the effective and efficient use of these data. Design/Methodology/Approach: This article discusses traditional approaches to gathering and using student feedback…
Descriptors: Benchmarking, Data, Evaluation Utilization, College Students
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Baird, Matthew D.; Pane, John F. – Educational Researcher, 2019
Evaluators report effects of education initiatives as standardized effect sizes, a scale that has merits but obscures interpretation of the effects' practical importance. Consequently, educators and policymakers seek more readily interpretable translations of evaluation results. One popular metric is the number of years of learning necessary to…
Descriptors: Outcomes of Education, Program Evaluation, Educational Policy, Evaluators
Carey, Kevin – Education Sector, 2012
For years California has been a leader in public education. In 1999, the state implemented some of the strongest content standards in the country through its main accountability metric, the Academic Performance Index (API). The state has also signed onto the Common Core State Standards, taking important steps to ensure its students are college-…
Descriptors: State Standards, Standardized Tests, Academic Achievement, Educational Quality
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Harrison, Kathryn; Antweiler, Werner – Journal of Policy Analysis and Management, 2003
In the last decade, voluntary efforts by firms to reduce their environmental impacts have received increasing attention from both policymakers and scholars. This article discusses polluters' incentives to reduce their releases. In particular, using data from Canada's National Pollutant Release Inventory, it examines the impacts of conventional…
Descriptors: Foreign Countries, Federal Regulation, Accountability, Pollution