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…

Each year, state legislators introduce hundreds of bills that generate new data collections, analyses, and resources, playing a crucial role in how people access and use data. Notably, in 2023 legislators introduced and enacted bills governing cross-agency data systems--the most important step that states must take to make robust access to data…

In 2024, state legislators introduced hundreds of bills that would affect data collection, access, and use across early education, K-12, postsecondary, and the workforce. As in 2023, legislators continued to introduce and enact legislation governing cross-agency data systems. These policies are the most important step toward making statewide…

Five years ago, California's education data lagged far behind the systems in most other states. However, state leaders and education advocates undertook a purposeful engagement and design process to build a data system that represents the state's values and meets different stakeholders' needs. This case study on California's P-20W Cradle-to-Career…

For decades, states have been investing in statewide longitudinal data systems (SLDSs) that connect individual-level data over time from early childhood, K-12, postsecondary, and workforce. Because of these investments, most states have a powerful tool that could provide people with the information they need to make decisions at key transition…

The Data Quality Campaign (DQC) has been reviewing state report cards for the past seven years. They continue to examine the landscape of state report cards because they believe states must increase transparency and build trust by sharing information. But after many years, it was time to look at state report cards with fresh eyes. In addition to…

People need access to data to make decisions about post-high school experiences, including postsecondary education. Policymakers need to better understand how financial circumstances relate to college enrollment and completion. And students and their families need information about how much financial aid they may have access to for financing their…

Data is a critical part of policy conversations in every state. This briefing book is meant to bring the reader up to speed on 12 of the most pressing topics about the schools and postsecondary and workforce options in each state: (1) Student data helps improve student achievement; (2) Postsecondary data provides insights about students, schools,…

All students deserve a great education, one that affords every opportunity for them to grow into knowledgeable and successful adults. To date, efforts to improve education have operated on a model of mass production, assuming--wrongly--that what works for some students must work for all. To change that model, students and their parents, teachers,…

No vision of personalized learning can be realized without support for data use. State strategies to create student-centered classrooms require critical policy conditions that allow those closest to students to access and use timely, safeguarded data to make decisions. This case study outlines steps SEAs can take to ensure the effective use of…

States can use their resources, including technical expertise and financial support, to provide vital data to help parents make informed decisions about their children's education. Accessible, tailored, and easy-to-understand data can help parents answer questions about their children's education such as, "Is my child on track to graduate…

Accessible, tailored, and easy-to-understand data can help parents answer questions about their children's education such as, "Is my child on track to graduate college and career ready?" and "How does my child's school compare to other schools so that I can make the best choice about my child's education?" Information about…

Data governance provides state agencies a structure in which to define the roles and responsibilities needed to ensure clear processes for collecting and reporting education data and to ensure accountability for data quality and security. To make informed policy decisions across agencies, such as the state education agency and early childhood,…

For educator preparation programs (EPPs) to produce effective teachers, they must engage in a process of continuous improvement using timely, high-quality information about the performance of their respective graduates in the classroom as measured by student outcomes. While states have the capacity to provide this information through their…

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…