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…

When students, parents, educators, and partners have the right information to make decisions, students excel. By forming research partnerships, state education agencies (SEAs), policymakers, practitioners, and education researchers at universities and other research institutes can work together to use research to provide the best education…

High-quality data governance, a body or process designed to make decisions about how state education data is linked, used, accessed, and protected, is key to establishing a culture of effective data use in states. The three data governance bodies featured in this paper--the Kentucky Center for Education and Workforce Statistics (KCEWS), the…

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,…

When students, parents, educators, and partners have the right information to make decisions, students excel. One of the most powerful sources of information for families, educators, and policymakers about education is the high-quality analysis and research conducted by trained and engaged experts across the country. Their work gives us answers…

Early warning systems combine multiple data points, translate them into predictive indicators that are based on research, and proactively communicate them to stakeholders, so they can examine which students are or are not on track for postsecondary success and intervene accordingly. Early warning reports provide the student-level information…