When the COVID-19 pandemic drove schools online in March 2020, state education leaders were left without access to data needed to understand how best to support students. The pandemic revealed the strengths and limitations of state education data systems while inspiring new strategies for collecting, reporting and using data. In 2021, DataSmith…

Performance data in higher education has gone through a major development in the last few decades. Simple input measures have given way to increasingly nuanced and dynamic output measures and performance indicators have become an integral part of management at the organisational and system level. The evolution of higher education performance…

In every classroom across our great state--from Monroe to Manistee and Mt. Pleasant to Marquette--every Michigan student deserves access and opportunity to the educational resources and support to realize a bright future. Yet for too long, Michigan's education system has served as an engine of inequality when it should be providing opportunities…

This article introduces researchers in the science concerned with developing and studying research methods, measurement, and evaluation (RMME) to the educational data mining (EDM) community. It assumes that the audience is familiar with traditional priorities of statistical analyses, such as accurately estimating model parameters and inferences…

This paper explores third-wave post-neoliberalism as an assemblage, fractured and dis/embodied, a mobile tool of governance articulated in various shapes across geopolitical sites. Post-neoliberalism is assembled alongside other key cultural shifts, such as post-truth, posthuman and the computational turn. In light of this Special Issue, this…

The Illinois State Board of Education (ISBE) is urged to submit a report to the General Assembly by December 31, 2021, with information on the reviewed areas and recommendations on how to streamline the school data reporting and collecting systems of the State of Illinois. ISBE supports more than 200 software applications that were created in…

The United States is plagued by large disparities in life outcomes between racial and ethnic groups. Researchers have documented how gaps in outcomes are related to gaps in access to opportunity, both in education and otherwise. Yet, as documented in this report, too often state policymakers still fail to provide equitable learning opportunities…

This publication examines how some States and local educational agencies (LEAs) are implementing teacher evaluations that incorporate measures of student achievement. The information in this publication was collected in response to a technical assistance request to the Reform Support Network from Maryland. Education leaders charged with designing…

For more than a decade, Achieve has issued an annual 50-state report on each state's adoption of college- and career-ready (CCR) policies as reflected in state standards, graduation requirements, assessments, and accountability systems. Having the right policies is necessary to ensure that students graduate academically prepared for college and…

This article explores ways to improve the use and usefulness of four large and independently developed U.S. Education Department (ED) school-based data collections: the annual EDFacts' student outcomes on state assessments and high school graduation rates; the annual Common Core of Data's student and teacher counts and district and state finances;…

From 2016 through 2019, 10 states strengthened their career readiness systems through the New Skills for Youth initiative (NSFY), a $75 million national investment by JPMorgan Chase & Co. to enhance state efforts to increase the number of learners across the country who are prepared for success in both college and career. As part of this…

The Voluntary Framework of Accountability (VFA) is the principal institutional accountability and improvement framework for community colleges with measures defined to encompass the full breadth of the community college mission and the diversity of students' goals and educational experiences. The American Association of Community Colleges (AACC)…

States cannot make good policy and practice decisions--and ultimately cannot improve student performance--if they do not have basic information about how students are performing along the way. As such, Achieve focused on states' publicly reported student performance against college- and career-ready (CCR) indicators in all 50 states and the…

The purpose of this paper is to review recent developments related to the development of indicators of educational progress in the context of the Post 2015 deliberations to generate a new international architecture for educational investment through to 2030. There have been a plethora of suggestions and several parallel consultation processes…

This report reviews the conceptual debates and existing data sources that relate to three ambiguous and controversial targets included in the post-2015 education framework: Relevant Learning Outcomes; Knowledge, Skills, Values, and Attitudes (for education for global citizenship and sustainable development); and Teachers and Safe, Inclusive, and…