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Data Quality Campaign, 2021
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…
Descriptors: Data Use, Data Collection, Data Analysis, Bias
National Forum on Education Statistics, 2018
The Forum Guide to Early Warning Systems provides information and best practices to help education agencies plan, develop, implement, and use an early warning system in their agency to inform interventions that improve student outcomes. The document includes a review of early warning systems and their use in education agencies and explains the…
Descriptors: Educational Indicators, Best Practices, Elementary Secondary Education, Data Collection
Lumina Foundation for Education, 2009
The purpose of this guide is to help readers clarify their roles in the college access and success system and to identify how they might use data to create change for students. This guide shows how data can strengthen current programs and support broader changes that ease the path to college for students. This guide illuminates how a long-term…
Descriptors: College Bound Students, Access to Education, Guides, Data
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National Center for Education Statistics, 2006
This guide provides recommendations for collecting accurate, comparable, and useful data about virtual education in an elementary/secondary education setting. Its goals are to: (1) identify components common to many education information systems that are necessary to meet the information needs of policymakers, administrators, instructors, and…
Descriptors: Elementary Secondary Education, Educational Change, Data Collection, Information Systems