MDRC's Equity Collaborative researched ways that MDRC can more fully measure equity both as a condition and an outcome within studies that are focused on education. They reviewed literature about ways that other researchers, including some in other fields, have approached these questions. The review suggests that most measures used in social…

For decades, schools nationwide have collected household income data to identify those eligible for free and reduced-price lunch programs. State leaders have long used this information as a proxy for student economic disadvantage--yet this data is insufficient to understand and address students' needs. Measures based on FRL data lack critical…

The share of students eligible for free and reduced-price lunch (FRPL) via meal applications is often used as a proxy for the share of students from low-income households at a school. But the recent adoption of universal meal programs, such as the Community Eligibility Provision, make it more difficult to consistently measure student poverty…

A college degree or credential is a crucial stepping-stone to the middle class, and American colleges and universities play an essential role in building a more prosperous, equitable country. However, too many colleges routinely and disproportionately enroll students who end up struggling to repay or, worse, default on their student debt. "A…

Accurately measuring the family incomes of students is essential to allocating school resources that meet the educational needs of all students, particularly the needs of students from low-income families. With the onset of the COVID-19 health and economic crisis, the need to accurately assess the financial condition of families who are suffering…

Recent federal policy changes have placed new requirements on states to demonstrate and document their efforts to improve access to high-quality early care and education (ECE), and have made clear the urgent need for a shared understanding of this concept. This guidebook was developed to address the need for developing a common understanding and…

Diploma and degree completion have become the fundamental standard for judging the performance of secondary and postsecondary educational institutions. Increasingly, leaders of education and workforce policy and programs assume that these measures of attainment effectively serve as indicators of adequate levels of essential literacy and numeracy…

The Department of Education (Education) provided more than $125 billion in federal student aid funds in fiscal year 2016 to help students pay for higher education. To participate in federal student aid programs, postsecondary schools must be accredited by an accrediting agency recognized by Education. This report examines: (1) the strengths and…

Youth in the juvenile justice system need access to high-quality educational services and supports in order to reduce their risk of reoffending and increase their likelihood of further participation in education and the workforce. However, states have historically struggled to provide effective educational services to youth who are incarcerated.…

With decades of evidence to support early childhood development (ECD) programs and policies, investment in ECD has expanded worldwide. Currently, over 70 nations have national ECD legislation, the majority in the last 20 years. However, with these increased investments comes evidence that the capacity of policy systems to support ECD--across…

In order to progress as a field, school psychology research must be informed by effective measurement techniques. One approach to address the need for careful measurement is Rasch analysis. This technique can (a) facilitate the development of instruments that provide useful data, (b) provide data that can be used confidently for both descriptive…

This is the first book to gather and address what we have learned about the impacts and challenges of data-intensive teacher evaluation systems--a defining characteristic of the current education policy landscape. Expert researchers and practitioners speak to what we know (and what remains to be known) about evaluation measures themselves, the…

For more than two decades, states have been required to report publicly on the academic performance of schools and districts. These school rating systems have received increased public attention amid growing concerns about the prevalence and cost of standardized testing in schools. According to a recent Gallup Poll, 64 percent of the public…

This tool and its supporting resources are intended to help education leaders understand and assess equitable access data to support a root-cause analysis and, ultimately, draft a State Plan to Ensure Equitable Access to Excellent Educators. The activities in this tool introduce metrics, address staff capacity for analyzing equitable access data,…

The growing prominence of value-added models for measuring teacher effectiveness has prompted a recent surge in policies that consider students' classroom performance part of a teacher's evaluation. Yet, in light of the criticism and limitations of the current models, whether and how evaluation systems will adapt over time is unclear. This paper…