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April 6, 2026AERA Open0 citationsOpen Access

Predictive Validity of the Algebra Concept Inventory (ACI): The Importance of Algebraic Conceptual Understanding to College Math and STEM Outcomes

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CWClaire WladisBSBenjamin SencindiverAHAlyse C. Hachey

Key Points

  • This study examines how well ACI scores predict various math and STEM outcomes for college students.
  • Validation of the Algebra Concept Inventory (ACI) for measuring algebraic understanding.
  • Quantitative analysis of the relationship between ACI scores and math outcomes.
  • Evaluation of differences in outcomes by race/ethnicity and gender in relation to ACI scores.
  • ACI scores significantly predict math course grades and completion of required courses for STEM majors.
  • Complete STEM versus non-STEM degree outcomes are influenced by ACI scores.
  • Differences in outcomes by race/ethnicity and gender are notably explained by variations in ACI scores.

Abstract

The Algebra Concept Inventory (ACI) is the first large-scale instrument validated to measure the foundational algebraic conceptual understanding of college students. This study uses ACI scores to conduct the first quantitative analysis on the relationship between algebraic conceptual understanding and college outcomes, thus exploring the predictive validity of the ACI. Specifically, we investigate whether ACI scores predict: (1) math course grades; (2) subsequent completion of math courses required for STEM (science, technology, engineering, and mathematics) majors; (3) completion of STEM versus non-STEM degrees; and (4) the extent that differences in these outcomes by race/ethnicity or gender are explained by ACI scores. Results indicate that ACI scores significantly predict math course outcomes and STEM versus non-STEM degree completion, as well as significant proportions of differences in these outcomes by race/ethnicity and gender. This illustrates the importance of providing every student instruction that supports development of the kinds of foundational algebraic conceptual understanding measured by the ACI.

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Cite This Study

Wladis et al. (2026) studied this question.

synapsesocial.com/papers/69d34dfc9c07852e0af978fahttps://doi.org/10.1177/23328584261419497
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