Data reflects a series of decisions made by people--and those decisions affect the story that data tells, what it captures, and how it can and should be used to inform decision-making. Because of this, mistrust in data is often the result of incomplete information and a lack of context. This resource breaks down what it means to build trust in…

State legislators have the opportunity to create and support legislation that positions data as a tool to help decisionmakers at all levels take action to support student success. This checklist can serve as a guide to crafting legislation that addresses education data. It applies specifically to education data legislation which includes bills…

Each year, state legislators craft new policies that drive data use across their states, and as part of a comprehensive review of state education data legislation, the Data Quality Campaign (DQC) keeps track. In 2022, state legislators introduced 131 bills in 35 states--42 of which became law in 17 states-- that would govern the use of data along…

As of June 2020, it is still too early to know how state early childhood systems will be permanently changed by the COVID-19 crisis. But the need for early childhood data is not new to the pandemic and recovery. States can benefit from data to better understand the landscape of local early childhood services--and about resources needed to help…

The 2020 election brought about legislative change across the country. New and veteran policymakers need information about the schools in their state. What programs are the most cost effective and work best for students? How can states attract and retain great teachers? What information do parents need to ensure that their kids are on track to…

Every student, no matter where he or she lives, deserves a great teacher. States, educator preparation programs (EPPs), and K-12 leaders must work together to ensure that all teachers are learner ready on day one in the classroom. But too often, these actors do not have access to the necessary information to fully prepare teachers for the unique…

Schools use data for different purposes, which have different degrees of impact on a student's educational experience: administrative, instructional, assessment and measurement, and optional/noneducational. To the extent feasible, parental choice policies should be structured according to the use of the data in question. Parents should have more…

Policymakers need information about the schools in their state. What programs are the most cost effective and work best for students? How can states attract and retain great teachers? What information do parents need to ensure that their kids are on track to graduate? For answers to questions like these, policymakers need high-quality data.…

District and state data systems are constructed to ensure that individuals can access only the data that are appropriate for their role. Still, questions from the public about how these data systems work and how student privacy is protected have been increasing. A recurring concern is the feared existence of a "permanent record"--a…

This publication provides an overview of the current federal opportunities to help states advance their data-related activities. Although not exhaustive, this list provides a starting point for federal policymakers to support states' work in this area.

This paper presents a checklist that serves as a guide to the key considerations policymakers must address as they develop policies to improve teacher effectiveness. It articulates state roles and responsibilities, national progress toward fulfilling these demands, and the ability to chart how individual states stack up. The "National Landscape"…

There is an increasing focus at the state and federal levels on linking data across the P-20/Workforce spectrum to help inform policies and practices. This primer is intended to provide policymakers with: (1) An overview of the status of states vis-a-vis the linking of postsecondary data to K-12 and workforce data; (2) A subset of questions…

Any policy proposal in education requires quality data to inform its development, implementation, and evaluation. In fact, the highest-profile education policy agendas currently discussed in states--ensuring that all students are taught by effective teachers and graduate from high school prepared for college and 21st-century careers--were…

The education sector is beginning to embrace a culture that values, demands and uses data to support improved decisionmaking at every level--in classrooms, at kitchen tables and in state capitols. This shift is due in large part to state policymakers' leadership over the last six years in building statewide longitudinal data systems that collect…

Policymakers across the nation are leading efforts to ensure that every classroom has an effective teacher. Faced with the need to dramatically improve student outcomes, states have embraced a policy agenda that promotes and supports teacher quality in many ways, including developing evaluation and compensation policies, targeting professional…