In this position paper, the authors lay out the imperative for equitable artificial intelligence (AI), highlighting the essential role of access-oriented institutions and calling on technology companies (both large and small), foundations, and local, state, and federal regulators to consult with the newly convened Complete College America Council…

In the summer and fall months of a "typical" year, many education leaders would receive reports of student performance on annual summative state assessments administered each spring. Using these data, administrators begin a process of sense-making -- identifying areas that need support and integrating new information offered by the data…

Our current federal postsecondary data system is incomplete and fails to provide today's students with the accurate, timely information that they need to inform their college choices and promote their success. As policymakers consider proposals to improve this federal data system, they should model best practices of responsible data-use to ensure…

Building on the Center for American Progress' workforce equity framework, which proposes creating and filling quality jobs with career options for all workers, this report proposes changing workforce accountability standards in order to drive labor markets toward quality job creation. It argues for restructuring workforce accountability from its…

Higher education is the surest pathway to a better living and a better life. Yet, the goal of a valuable college credential goes unrealized for too many students, especially students of color and students from low-income backgrounds. Today, more than 36 million Americans have some college credit, but no awarded degree and, the COVID-19 pandemic…

Determining whether a state's young people are on track for a life of opportunity is a difficult task for governors and state leaders. States can be both awash in data and unable to easily access and use that data to inform policy. State longitudinal data systems that meaningfully connect workforce, higher education, K-12, and early childhood…

In educational contexts where many domains subject to improvement are interdependent and causal evidence is frequently lacking it is difficult, if not impossible, for policymakers and educational practitioners to decide which domain should be invested in. This paper proposes a new method that uses Conditional Mean Independent Correlations (CMIC)…

Schools have drastically changed the way that staff, students, families, and communities engage with one another due to the COVID-19 pandemic. As schools begin planning education for fall, states are in the process of developing guidance and support for districts and schools to navigate students' and adults' academic, social, emotional, and…

In today's evolving economy, state policymakers, education leaders, workforce system leaders and employers are all looking for opportunities to meet rapidly changing workforce needs. Economists project that shortages of workers with postsecondary education -- some college, an associate degree, bachelor's degree or higher -- could lead to nearly…

Emerging practices in both K-12 and higher education hold great promise in the establishment of equity frameworks. The use of finely disaggregated data, the effort to track additional student groups, and related work, all help to establish policies and tools to monitor the impact of reform efforts to address inequities. State programs and…

The growing divides across the educational spectrum all underscore the need to change systems to promote the talents and success of every student, particularly those who are racially minoritized or poverty-impacted within a state. Enacting a process to establish policy that addresses the needs of these student groups can help create the conditions…

In 1974, Congress passed legislation known as the "Family Educational Rights and Privacy Act" or FERPA, in response to "the growing evidence of the abuse of student records across the nation." The law was written to protect the confidentiality of information held in a student's records. With the introduction of technology in…

The expectation in this country is that all students should be able to succeed in school. Yet new data and accountability agendas have heightened attention to performance disparities between students with different identifiable needs--needs that stem from poverty, disability, or limited English proficiency. Educators and policymakers know that…

California has long been a national and global leader in developing and maintaining quality higher education options, as well as in providing financial aid and consumer protections for Californians who access that education. However, although California's colleges and the state government do collect, receive, and report a great deal of data, these…

This publication is part of the "Leading by Exemplar" project, a multi-year study conducted by Bellwether Education Partners. In this project, every aspect of the Head Start exemplars' program design and practice was closely examined in an effort to understand each program's "secret sauce." Leading by Exemplar has three goals:…