Participatory modeling (PM) is an engaged research methodology for creating analog or computer-based models of complex systems, such as socio-environmental systems. Used across a range of fields, PM centers stakeholder knowledge and participation to create more internally valid models that can inform policy and increase engagement and trust…

Each year, state legislators introduce hundreds of bills that generate new data collections, analyses, and resources, playing a crucial role in how people access and use data. Notably, in 2023 legislators introduced and enacted bills governing cross-agency data systems--the most important step that states must take to make robust access to data…

Bay Path University in Massachusetts developed a COVID dashboard and related safety practices enabled by data (Anderson, 2020) during the pandemic. The dashboard has capabilities, in which information technology staff partnered with executive management, human resources staff, health offices, and others to identify key performance indicators…

Data-informed decision-making has always been -- and always will be -- a smart approach to policy, including at institutions of higher education. Just over one year since the COVID-19 pandemic radically and abruptly shifted every aspect of higher education, states and institutions are tackling the same student success goals as before, but with…

The Carl D. Perkins Career and Technical Education Act (Perkins Act) is the primary federal law aimed at developing and supporting career and technical education (CTE) programs for secondary and postsecondary students. In the 109th Congress, the Perkins Act was reauthorized by the Carl D. Perkins Career and Technical Education Improvement Act of…

The Institutional Capacity Assessment Tool (ICAT) helps colleges identify strengths and areas for improvement in light of best practices in seven key areas: (1) Leadership and Vision; (2) Data and Technology; (3) Equity; (4) Teaching and Learning; (5) Engagement and Communication; (6) Strategy and Planning; and (7) Policies and Practices. The tool…

NCVER's latest strategic plan outlines the vision and mission, and 7 strategic objectives and interrelated actions, that will direct company activities for the next 3 years. It also details the values that underpin our culture, our commitment to quality and integrity, measures of success against the objectives, and principles of practice and…

The "Integrated Approaches to Supporting Child Development and Improving Family Economic Security" project was conducted by Mathematica Policy Research and Northwestern University for the Office of Planning, Research and Evaluation (OPRE), in the Administration for Children and Families (ACF) at the U.S. Department of Health and Human…

The National Forum on Education Statistics convened the Data Disaggregation of Racial/Ethnic Subgroups Working Group to identify best practices for disaggregating data on racial/ethnic subgroups. This guide is intended to identify some of the overarching benefits and challenges involved in data disaggregation; recommend appropriate practices for…

Every community has strong teachers who help their students learn to high levels. But far too often low-income students and students of color are short-changed when it comes to teacher quality. Federal law requires states to end these disparities. But states, recognizing that most hiring, compensation, and promotional decisions, not to mention…

This report summarizes the outcomes of a discussion among a group of State and district officials, teachers and principals, and external experts in educator evaluations and strategic communications who gathered in the District of Columbia to examine early results from evaluation systems in two States.

This roadmap provides a description of the activities involved in the development of the State Systemic Improvement Plan (SSIP) (SPP/APR Indicators C11 and B17) due to the Office of Special Education Programs (OSEP) on April 1, 2015. The roadmap is intended to support states with completing Phase I of the SSIP process. This document provides…

A hallmark of Extension includes the involvement of stakeholders in research and program needs assessment, design, implementation, evaluation, and reporting. A data party can be used to enhance this stakeholder involvement specifically in data analysis. This type of event can not only increase client participation in Extension programming and…

The purpose of this document is to support States in writing the narrative for Phase I of the State Systemic Improvement Plan (SSIP). It provides an outline for States to use in organizing their narrative content to ensure that all required components are addressed. The outline includes considerations on information States might include in their…

Districts nationwide are facing budget cuts that, to some, feel more like funding cliffs. Accordingly, school teams are re-examining their personnel, programs, and schedules so that they can make difficult decisions about where to spend resources to realize the greatest improvement. The principals who are able to make decisions with data from…