This is the technical appendix to the research, “Academically diverse classrooms, deeper needs,” research brief examines the academic diversity of post-COVID classrooms, including the composition and spread of academic achievement levels. Key findings highlight the challenges facing educators as more students are off-track and further behind grade-level proficiency.

This research brief examines the academic diversity of post-COVID classrooms, including the composition and spread of academic achievement levels. Key findings highlight the challenges facing educators as more students are off-track and further behind grade-level proficiency.

This white paper examines the landscape of middle school science course offerings, enrollment patterns, and assessment outcomes. The analysis of data from 2,200 schools finds that multi-disciplinary course models now dominate versus single-course offerings, though access to course types varies by race and ethnicity. In addition, students in different course models performed similarly on assessments.

This guide offers recommendations for how to understand what differences may exist when looking at data for student groups, and gives leaders some structure for how they might consider and interpret those differences.

This technical report outlines the design, scoring, reliability, and validity of the Spanish MAP Reading Fluency assessment, demonstrating how it measures foundational skills and oral reading fluency to support early literacy development.

This technical addendum report is written to help measurement professionals and administrators evaluate the quality of the MAP Growth’s Spanish assessments.

This research brief examines the data on holding back five-year-olds from starting kindergarten – a practice known as redshirting. Using national data from over three million kindergartners from NWEA’s MAP Growth K-2 assessment, this study explores redshirting trends between fall 2017 and 2025. It also follows a kindergarten cohort (2021-22) through the third grade, examining whether there were academic advantages for redshirted students.