As countries make continued investments in early childhood care and education (ECCE) systems, data and measurement play a critical role in outlining strengths and areas for improvement. To promote data-driven decision-making across all levels of early childhood systems, measurement must be valid, reliable, and feasible, especially when used at…

Exploratory data analysis (EDA) is an iterative, open-ended data analysis procedure that allows practitioners to examine data without pre-conceived notions to advise improvement processes and make informed decisions. Education is a data-rich field that is primed for a transition into a deeper, more purposeful use of data. This article introduces…

The "CORE Districts" (referred to hereafter as "CORE") is a nonprofit organization created in 2010 to foster collaboration between eight of California's largest districts. In 2018-19, "CORE" provided a range of supports to participating districts, including programs to support multiple levels of district and school…

Education policies serve as potent tools for advancing equitable outcomes and systematically addressing inequities in schools and districts. But education policies often mirror inequities and bias-based beliefs within the K-12 education system. Increasing educational equity is key to overcoming the status quo and improving educational outcomes for…

This brief explores data science methods that workforce programs can use to predict participant success. With access to vast amounts of data on their programs, workforce training providers can leverage their management information systems (MIS) to understand and improve their programs' outcomes. By predicting which participants are at greater risk…

Amid rising concerns in recent decades about the performance, equity, and efficiency of education systems, policy-makers worldwide have sought to reform educational governance. Key reform elements include standardized testing, teacher monitoring and evaluation, and accountability, often in combination with other features such as decentralization…

For several years, WestEd's Measure to Learn and Improve (MLI) project team has kept California state policy leaders informed about the statewide implementation of the California Academic Standards in English language arts and mathematics, by summarizing and disseminating results from the RAND Corporation's annual American Educator Panel (AEP)…

After decades of accountability and market-based reforms in education, school systems are now organizing more around improving teaching and learning. Yet these efforts frequently yield unintended, superficial, or even counterproductive changes at the school level. In this article, Maxwell Yurkofsky develops the concept of technical ceremonies as a…

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)…

In 2018, California's education community was preparing for a pivotal moment. A new governor would soon take the reins and voters would elect a new superintendent of public instruction. The "Getting Down to Facts II" (GDTFII) project, released in September 2018, assessed the state of preK-12 education in California. As year 2 of…

In 2017, Education Scotland introduced a new model of inspection of local authorities. These inspections focused on how well the nine challenge authorities within the Scottish Attainment Challenge are improving learning, raising attainment and closing the poverty-related attainment gap. HM Inspectors carried out the nine inspection visits between…

On January 10, 2019, Governor Newsom released his Budget Proposal for the 2019-2020 fiscal year, which includes around $60 billion in state funds for K-12 schools. The budget bill and implementation bills will be deliberated and modified in each house in the upcoming months after which they are expected to incorporate significant revisions that…

School performance frameworks (SPFs) are action-oriented information tools that provide information on school performance and quality across a variety of measures. SPFs have evolved as a solution for local communities to make sense of an array of student, school, and system performance data, and to support transparent and equitable decisions. SPFs…

Reforms of the size and scale to which Race to the Top States have committed, require unprecedented planning, oversight and problem solving to implement. Although many factors influence the outcomes of these reform efforts, performance management is a key structural element in realizing "sustainable reforms" that are durable and…