Classification and Regression Tree (CART) analysis is a statistical modeling approach that uses quantitative data to predict future outcomes by generating decision trees. CART analysis can be useful for educators to inform their decision-making. For example, educators can use a decision tree from a CART analysis to identify students who are most…

Teachers who work with students who display challenging behaviors need to implement interventions to support them in the classroom. A daily behavior report card (DBRC) is one intervention that research suggests can reduce challenging behaviors and replace them with more socially appropriate behaviors. With step-by-step instructions, this column…

Do you know how to ensure teachers have the knowledge and skill to use assessment data to improve student learning? Do you know the influence that student involvement in assessments has on motivation and learning? This book guides you and your leadership team through 10 assessment literacy goals with practical content, how-to's, success…

The Data Culture Framework is a high-level guide designed for institutional leaders who want to create and sustain an effective data culture on campus. The Framework offers a set of practices designed to help institutions of higher education create and maintain an effective data-informed community among institutional leaders, faculty, and staff.

"Using Education Indicators: A Forum Guide for State and Local Education Agencies" was developed to provide timely and useful information on education indicators, how their collection and use have changed over time, and how agencies use them strategically. Since the publication of the 2005 document "Forum Guide to Education…

What is your school library's brand? This book will help school librarians improve their practice and strengthen their influence within their learning communities, increasing positive perceptions of school libraries through developing a brand in alignment with the AASL Standards. Branding isn't just for companies and celebrities. Your school…

The Early Childhood Data Use Assessment Tool is designed to identify and improve data use skills among early childhood education (ECE) program staff so that they can better use data to inform, plan, monitor, and make decisions for instruction and program improvement. Data use is critical in quality ECE programs but can be intimidating for some ECE…

Data--done right--has the power to put schools on the path to true change. Rely on this research-backed resource to help you kickstart, implement, and sustain data-informed school-wide transformation. There are many ways to use student data, and the author's 10 steps offer practical, clear methods for establishing a data team, collecting relevant…

Written by experienced leaders in gifted education, this book is a foundational guide for supervisors, administrators, and districts seeking to create culturally responsive and equity-focused gifted policies and programs. Engaging chapters supported by real-world vignettes and interactive contemplation corners outline key elements of culturally…

This Toolkit presents lessons learned from the process of implementing a new system for collecting student-level work-based learning (WBL) data in high school career and technical education (CTE) programs. As part of a study on career academies and WBL, a research team worked closely with a district CTE office and school staff to design and…

"Leading Thoughtful Conversations about School-by-School Spending Data" is a product of a federally-funded study to support the US Department of Education and the field more broadly to understand what data visualizations work to fuel thoughtful conversation among district and school leaders on financial strategy and management. This…

State and local report cards help ensure local educational agencies (LEAs), parents, families, educators, and communities have critical data and a common framework for gauging educational progress and success. Title I, Part A (Title I) of the Elementary and Secondary Education Act of 1965 (ESEA) requires States to annually share this important…

Practical and forward-thinking, "Developing Teacher Leaders in Special Education" is the administrator's essential guide to growing special educator leadership in any school, district, or program. Special educators need to be flexible, proactive, and collaborative -- qualities that make them uniquely suited to roles in school leadership…

Even in "routine" years, the principal's attention to climate matters for wellness, and it matters for outcomes. School climate is a critical factor supporting the quality of student learning, particularly in times of stress. As a result, districts across the nation have dedicated considerable resources to tools used to assess climate,…

Meta-majors refer to the creation of broad program pathways or areas of interest, such as "Allied Health or Business." They are key components of the Guided Pathways efforts that provide students with a more structured and integrated academic experience. There are several different approaches (e.g., sorting exercises) colleges can use to…