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…

"Behind the Diversity Numbers" uncovers how frequently used approaches to examine and understand race-related issues on college campuses can reinforce racism and inequality, rather than combat them. The book argues that educational leaders must look beyond quantitative metrics in order to develop institutional policies and practices that…

This guide is designed for use by school, district, and state education agency staff to improve the effectiveness of efforts to collect and use discipline data, including reporting accurate and timely data to the federal government. It explains the importance of collecting discipline data, identifies key considerations for agencies implementing…

Determining whether a state's young people are on track for a life with opportunity is a critical -- but diffcult -- 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…

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…

The 2022 Legislature directed the Office of Superintendent of Public Instruction (OSPI) to create an advisory workgroup with specific participants to report back on topics related to student isolation and seclusion. This legislative report provides a background on the workgroup, history of isolation and restraint, current practices in the state of…

In this policy brief, TransformEd provides policy recommendations for local and state leaders seeking to take a data-informed approach to SEL. We specifically crafted recommendations that incorporate the use of data because gathering data on SEL allows educators to make meaningful connections between student experiences, school culture, and…

This report describes how big data and an evidence framework can align across five contexts of educational improvement. It explains that before working with big data, there is an important prerequisite: the proposed innovation should align with deeper learning objectives and should incorporate sound learning sciences principles. New curriculum…

Education data are growing in quantity, quality, and value. When appropriately used to guide action, data can be a powerful tool for improving school operations, teaching, and learning. Education stakeholders who possess the knowledge, skills, and abilities to appropriately access, analyze, and interpret data will be able to use data to take…

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…

As more of commerce, entertainment, communication, and learning are occurring over the Web, the amount of data online activities generate is skyrocketing. Commercial entities have led the way in developing techniques for harvesting insights from this mass of data for use in identifying likely consumers of their products, in refining their products…

In March, 2009, President Obama proposed the American Graduation Initiative, which established the goal that by 2020 the United States will regain its position as the nation with the highest percentage of its population holding post-secondary degrees and credentials. The College Completion Toolkit provides information that governors and other…

School leaders are developing a "just-in-time" approach to research and data analysis to help inform and shape their decisions. Careful analysis of data can reveal patterns that can be improved. The key is to focus districts' research and analysis on the issues that will make the biggest difference in terms of student, teacher, and…

The Austin Independent School District (AISD) Office of Research and Evaluation (ORE) conducts three surveys to contribute to more informed and better decision-making. The Questions for Teachers and Questions for Administrators surveys are both sent out annually to determine the attitudes of District staff on issues of importance districtwide. The…

This quarterly abstracting journal disseminates bibliographic information on Caribbean planning and development literature available through the Caribbean Information System for Economic and Social Planning (CARISPLAN), a cooperative effort of the Caribbean countries. It provides annotated listings of serial publications, books, and other…