Estimating Students’ Growth With Algebra Readiness Progress Monitoring Measures for Students With Math Learning Difficulties Within a Data-Based Individualization Professional Development Setting

This study examined students’ growth in algebra readiness progress-monitoring measures for a group of U.S. middle school students with math learning difficulties within the context of Project STAIR, a federally funded initiative supporting teachers’ use of data-based individualization. Participating teachers received professional development and coaching focused on evidence-based instructional strategies and data use to enhance students’ algebra readiness. Using multilevel modeling, we examined students’ growth over time on the three measures—Quantity Discrimination, Number Properties, and Proportional Reasoning—which represent foundational skills critical for success in algebra. A total of 82 students who completed weekly progress monitoring measures over a period of 12 to 15 weeks were included in the analysis. Among the three measures, only Proportional Reasoning showed a significant increase in mean scores over time, indicating its sensitivity to student growth. These findings underscore the need for more targeted instructional supports and refined progress monitoring measures to meet the diverse needs of students with math learning difficulties. Practical implications highlight the ongoing challenges of implementing data-based individualization with fidelity and the critical role of sustained coaching and data-informed instructional decision-making in improving outcomes for students at risk in mathematics.

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Publication Details

Journal
Assessment for Effective Intervention
Published
2025-10-27
DOI
https://doi.org/10.1177/15345084251385491
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
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article

Estimating Students’ Growth With Algebra Readiness Progress Monitoring Measures for Students With Math Learning Difficulties Within a Data-Based Individualization Professional Development Setting

Assessment for Effective Intervention
Cognitive and developmental aspects of mathematical skills
article

Estimating Students’ Growth With Algebra Readiness Progress Monitoring Measures for Students With Math Learning Difficulties Within a Data-Based Individualization Professional Development Setting

article en

Abstract

This study examined students’ growth in algebra readiness progress-monitoring measures for a group of U.S. middle school students with math learning difficulties within the context of Project STAIR, a federally funded initiative supporting teachers’ use of data-based individualization. Participating teachers received professional development and coaching focused on evidence-based instructional strategies and data use to enhance students’ algebra readiness. Using multilevel modeling, we examined students’ growth over time on the three measures—Quantity Discrimination, Number Properties, and Proportional Reasoning—which represent foundational skills critical for success in algebra. A total of 82 students who completed weekly progress monitoring measures over a period of 12 to 15 weeks were included in the analysis. Among the three measures, only Proportional Reasoning showed a significant increase in mean scores over time, indicating its sensitivity to student growth. These findings underscore the need for more targeted instructional supports and refined progress monitoring measures to meet the diverse needs of students with math learning difficulties. Practical implications highlight the ongoing challenges of implementing data-based individualization with fidelity and the critical role of sustained coaching and data-informed instructional decision-making in improving outcomes for students at risk in mathematics.

Assessment for Effective InterventionVol. 51(1)
University of Missouri (US), University of Toledo (US)
Openalex Percentile: Top 37%
Cognitive and developmental aspects of mathematical skills
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Estimating Students’ Growth With Algebra Readiness Progress Monitoring Measures for Students With Math Learning Difficulties Within a Data-Based Individualization Professional Development Setting · Assessment for Effective Intervention (2025) | TGRS Research Map | TGRS