Research brief
MAP Reading Fluency with Coach Evidence Base
July 2024
By: Amy Endo
Description
This document provides an overview of the research underlying MAP Reading Fluency with Coachās AI-powered intelligent reading tutor and the research on key elements of early literacy instruction. It describes the components of the MAP Reading Fluency with Coach pedagogy and the research base supporting each component.
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This is the technical appendix to the research brief, Missing at the Top: Lower-income Students Underrepresented Among High Achievers, which examines whether lower-income students who show high math achievement early in school are being identified and supported to sustain their success.
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Products: MAP Growth
Topics: Advanced Learning, Empowering educators, Growth, Math & STEM
Missing at the Top: Lower-income Students Underrepresented Among High Achievers
This research brief examines whether lower-income students who show high math achievement early in school are being identified and supported to sustain their success. The research addresses a broader concern that socioeconomic gaps in advanced learning opportunities may contribute to high-achieving, lower-income students falling off the path to advanced math, STEM education and careers.
By: Megan Kuhfeld, Scott Peters, Daniel Long
Products: MAP Growth
Topics: Advanced Learning, Empowering educators, Growth, Math & STEM
This is the technical appendix to the research brief, āThe Power of Connectedness: A Case for a Coherent Instructional System for Reading and Science Improvement,ā which examines the practices and conditions of a coherent instructional system, and where and how it had the most impact.
By: Susan Kowalski, Ayesha K. Hashim
Products: MAP Growth
Topics: Empowering educators, Growth, Informing instruction, Math & STEM
Using a case study from a U.S. school district, this research brief examines the practices and conditions of a coherent instructional system, and where and how it had the most impact. It offers a practical model that leaders can adapt in their own schools to help strengthen instruction across classrooms.
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Products: MAP Growth
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Using data from the MAP Growth National Dashboard, this Trends Snapshot report focuses on academic growth trends post-COVID and points to a positive turn for U.S. reading after years of stagnation. This positive trend was also noted for historically underserved groups who showed the largest reading gains from 2025 to 2026.
By: Megan Kuhfeld, Karyn Lewis
Products: MAP Growth
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The College Explorer from NWEA® helps students, parents, and teachers develop pathways to higher education. This powerful tool links MAP® Growth⢠scores with national benchmarks for colleges, universities, and even specific majors. Together with goal setting and parent conferences, College Explorer can help students develop a plan, consider new possibilities, and put post-secondary dreams within reach.
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Achievement and Growth Norms for Spanish MAP Reading Fluency Foundational Skills
This technical report presents achievement and growth norms for Spanish MAP Reading Fluency Foundational Skills (grades Kā3), enabling educators to interpret student performance and progress in early literacy domains relative to national peer groups.
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Products: MAP Reading Fluency
Topics: Early learning, Item response theory, Measurement & scaling, Test design