Central to the institutionalization of learning analytics is the need to understand and improve student learning. Frameworks guiding the implementation of learning analytics flow from and perpetuate specific understandings of learning. Crucially, they also provide insights into how learning analytics acknowledges and positions itself as entangled…

To produce actionable and accessible assessment findings that drive innovation and improvement, strategies should be implemented at the national and local level throughout each stage of the assessment process. Fostering these findings is the need to authentically engage stakeholders throughout the assessment process. Done well, the engagement of…

State and school report cards provide a powerful avenue for states to reach families and the broader public as essential partners in improving student outcomes. The federal Every Student Succeeds Act (ESSA) and many state legislatures require states to publish an array of education data including measures at the state, district, and school levels.…

"Using Data for Continuous Improvement in Educator Preparation" provides case studies that illuminate and contextualize the ways in which educator preparation programs determine the data they need to improve, collect data, analyze data, share data with stakeholders, and close the loop by making focused improvements based on the data.…

States across the country are urgently building and initiating systems to improve schools, including those identified as low-performing under the Every Student Succeeds Act (ESSA). With their state ESSA plans approved by the U.S. Department of Education in 2017-2018, state education agencies (SEAs) are moving forward to carry out the vision,…

Amid a growing debate over the use of standardized test scores, states and districts across the country have begun using alternative measures of school quality, including surveys of students and teachers. As a result, many schools now have access to troves of diagnostic data on student and teacher perception. However, with few established…

School performance frameworks (SPFs) are action-oriented information tools that provide information on school performance and quality across a variety of measures. SPFs have evolved as a solution for local communities to make sense of an array of student, school, and system performance data, and to support transparent and equitable decisions. SPFs…

The Sustainability Rubric is a tool for SEAs to use in assessing the sustainability of any reform initiative (for example, implementing an educator effectiveness system). The rubric introduces a succinct description of the three primary categories of sustainability: context for sustaining reform, system capacity and performance management. The…

The Sustainability Rubric Summary is a condensed version of the full Sustainability Rubric [see ED611436]. It provides an overview of the rubric's purpose; the categories, elements, and variables of sustainability; and the guiding questions to consider. This brief document is intended to be used for reference throughout your ongoing sustainability…

This companion document to the "Sustainability Rubric" (see ED611436) contains a series of exercises designed to answer the question, "I want to make our reforms sustainable--where do I start?" The workbook is designed to help a designated facilitator lead a series of meetings for the appropriate team in a State Education…