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The Preschool Environments Toolkit provides materials and resources to help state education agencies (SEAs) and local education agencies (LEAs) collect, report, analyze, and use preschool environments data. State Part B data managers, 619 coordinators, local 619 personnel, technical assistance providers, and other interested parties can use the toolkit to help them report Educational Environments data for children ages 3 through 5 with disabilities enrolled in preschool and receiving services under Part B of IDEA. The toolkit includes materials related to IDEA Section 618 federal reporting requirements and populating Part B SPP/APR Indicator 6, and it offers a Preschool Environments Calculator and Data Analysis Tool to help states calculate and analyze Indicator 6 preschool educational environments data. 

Response rate and representativeness are important terms in survey work.  Consideration of both is necessary to ensure that collected data are valid and generalizable.  This resource briefly defines and compares the terms while also explaining how they relate to nonresponse bias. 

The Interactive Institutes 2020 – Building and Sustaining a Culture of High-Quality Data provided opportunities for participants to take a deep dive into data quality topics to learn about data culture change. Participants were able to discover best practices to improve data collection, reporting, analysis, and use. They also engaged with peers and TA providers about trending data quality topics. Each session presented powerful ideas and actionable plans to improve work processes and data quality.

This video on Assessment details the participation and academic achievement information for students with and without disabilities on statewide assessments. This is one of a series of videos that provide high-level introductions to the data states must report as part of Section 618 of IDEA.

In State Performance Report/Annual Performance Plan (SPP/APR) reports, states are required to identify data quality issues that may have arisen during their Indicator 17 State Systemic Improvement Plan (SSIP) work. Using this checklist can help state staff who are responsible for the SSIP apply the principles of high-quality data to identify any data quality issues that the state should report. The checklist includes questions that states can ask themselves to recognize data quality issues that may exist. It provides potential consequences of the issues and offers suggested actions that states can take to address the issues.

Are you ready for EDFacts modernization? Help ensure a smooth transition to using EDPass to submit your 618 data collections with this series of guided questions designed to help you conduct a review of your state’s data processes.

The NRBA App is an interactive nonresponse bias application powered by state-of-the-art statistical software. We developed this application to help states examine their SPP/APR Indicator 8 and Indicator 14 data through nonresponse bias analysis. The NRBA App allows users to conduct reproducible analyses of response rates, representativeness, and nonresponse bias, tailored to their survey’s data collection method.