Many departments seek to improve their equity, diversity, and inclusion using data-informed methods; however, not much is known about how closely department leadership aligns their review practices with appropriate theory. This dissertation seeks to explore four areas: 1) how are equity, diversity, and inclusion are being conceptualized (implied…

This guidance is for program and agency staff who have identified the need to develop a new data system or make major enhancements to an existing system. Key considerations are presented as questions to help guide staff through the initiation and planning process. The system initiation phase requires a broad team with the expertise and knowledge…

State policymakers are confronting well-documented intersecting crises -- medical, economic, and racial -- with especially dire implications for educational equity. State education leaders face a moral urgency to both understand and respond to the challenges students are experiencing and to do so in ways that address burgeoning equity gaps.…

In March 2020, the coronavirus pandemic and attending shift to remote schooling initiated a dramatic impact on student learning, an impact that state and district leaders feel a sense of urgency to understand and address. These leaders are accustomed using state and district test data to shed light on student achievement and growth. But without…

The System Transformation for Equitable Preschools (STEP Forward with Data) Framework was developed to help preschool systems leaders understand where in the preschool system there may be inequities in how children and families are accessing, being supported by, and experiencing the system. The Framework offers preschool systems leaders a pathway…

Although "free tuition" programs are politically popular, some worry that these programs will exacerbate inequity. Scholars note that program outcomes depend on implementation, but few have probed the contextual conditions that contribute to differences in implementation or the consequences of implementation for equity. To address this…

Higher education institutions across the country have examined equity in education outcomes through disaggregating student demographic data. However, it is not as common for academic institutions to also examine student learning outcomes for inequities in student learning. The current study explores what the greatest contributors are for the lack…

Since professional learning is about shifting adult mindsets and behavior, it is work that frequently challenges assumptions, expectations, beliefs, instructional practices, and long-standing habits. To have meaningful and productive conversations about evaluation and data, educators must be equipped with effective practices and tools that allow…

The Comprehensive Local Needs Assessment (CLNA) was an exciting and innovative change under the Strengthening Career and Technical Education for the 21st Century Act (Perkins V). The CLNA was identified to support data-driven decision-making and more closely align planning, spending and accountability activities under Perkins V. After the…

Racial and ethnic disproportionality in discipline (REDD) represents a longstanding and pervasive issue in the United States educational system. However, researchers and interventionists have not sufficiently provided educators with appropriate frameworks and feasible tools to disrupt REDD and promote equity. The goal of this paper is to present a…

Racial and ethnic disproportionality in discipline (REDD) represents a longstanding and pervasive issue in the United States educational system. However, researchers and interventionists have not sufficiently provided educators with appropriate frameworks and feasible tools to disrupt REDD and promote equity. The goal of this paper is to present a…

This guide describes key steps for developing a well-thought-out plan for evaluating a State Systemic Improvement Plan (SSIP). The guide provides considerations for how to incorporate each step into an evaluation plan, as well as a series of worksheets that correspond to each step and can be used to facilitate the planning process. The guide,…

New York City's "Pre-K for All" (PKA) is the Nation's largest universal early childhood initiative, currently serving some 70,000 four-year-olds. Stemming from the program's choice architecture as well as the City's stark residential segregation, PKA programs are extremely segregated by child race/ethnicity. Our current study explores…

A customized guide about liberatory design thinking processes that have been tested within college settings to support changes that enhance equity in policies and practices within institutions. This research is based on case studies of several institutions, including focus group interviews with the campus design teams and an analysis of artifacts.…

The State Family Outcomes Measurement System Framework (S-FOMS) is a framework originally developed by the Early Childhood Outcomes (ECO) Center that identifies seven key components of a high-quality family outcomes measurement system at the state level. This document contains background information about the framework's seven components, 15…