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…

This knowledge brief is part of a continuing series designed to inform California education leaders about new research findings on key state policy topics. It summarizes recent findings on improving the access to, and the use of, teacher workforce data in California, and focuses on the importance of instituting a statewide teacher data system that…

California does not have a statewide data system that tracks student progress through K-12 and higher education and into the workforce. As a result, educators and policymakers cannot answer critical questions about student progress, which limits their ability to make evidence-based changes to support better and more equitable opportunities for…

With roots in student-centered pedagogies that go back at least to the 1900s, personalized learning meets students' learning goals, needs, context, and pace while incorporating their interests and preferences. Personalized learning in today's classroom depends upon and creates an abundance of rich student data, which simultaneously fosters new…

This study explores the ways in which local students experience housing instability--and how cross-sector strategies can better identify and serve these students. The report accompanying this brief considers a rich set of school administrative data, collected over the course of three school years prior to the COVID-19 pandemic: 2016-17 through…

As additional states embark on the process of implementing four-year degrees at community colleges, they can learn from others' experience for help navigating the legislative, regulatory, and program approval processes. This brief uses examples from states currently offering bachelor's degrees at their community colleges to provide guidance for…

With over 37 million residents, California is the most populous state in the country. California's primary and secondary schools enroll over 6.2 million students,1 and there are 3.4 million undergraduates attending 683 postsecondary institutions in California. Yet, because of the lack of a strong data infrastructure, we are unable to answer basic…

This article explores the many ways in which states can and are addressing racial equity in problem solving and policymaking. The authors explore national data that make the case for addressing bias and advancing equity in state policy; share strategies and best practices for engaging families and communities; and provide examples of policies that…

Equity is the consistent thread that runs through major California education policies of the last decade, which have focused on providing access and opportunity tailored to students' needs in order to reduce disparities in learning outcomes. Equity challenges, already significant prior to COVID-19, have been exacerbated by the pandemic's education…

In the first of this four-part series of policy briefs on student data in California, we noted a disconnect in the views of state policy staff and local educators on the need for a statewide longitudinal student data system (see "About This Series"). The local educators we interviewed expressed a readiness to participate in a state data…

Conventional wisdom suggests that local educators tend to be wary of efforts by the state to gather more information from their institutions, due to the burdens that such requests often entail. But California's current education landscape, with its shift from state to local control of funding and accountability in the K-12 system, its massive…

College students who are parents or caregivers of dependent children make up more than one in five U.S. undergraduates. Colleges need basic information about the experiences and outcomes of the student parents they serve, since these students face distinct challenges, including high rates of economic insecurity and significant time and caregiving…

The challenges facing our children in the 21st century are rapidly changing. As a result, schools bear a greater responsibility to prepare students for college, career, and life and must be held accountable for more than just testing and reporting on a narrow set of outcomes aimed at minimum levels of competency. Thus, scholars, educators, and…

Scientific thinking and understanding are essential for all people navigating the world, not just for scientists and other science, technology, engineering and mathematics (STEM) professionals. Knowledge of science and the practice of scientific thinking are essential components of a fully functioning democracy. Science is also crucial for the…

Oklahoma's Student Data Accessibility, Transparency, and Accountability Act (known as the Student DATA Act) arose just as privacy concerns about student data were beginning to surface. According to Linnette Attai, founder of education technology compliance consultancy PlayWell LLC, "When this climate of data privacy first emerged in its…