Quantile Regression of Cognitive Ability and Achievement Inequality Before and After the Pandemic in One State

This study draws from two cohorts of students (total N = 10,508) to examine cognitive ability and achievement inequality around the COVID-19 pandemic. Before and after the pandemic, two groups of Arkansas students were given both the Cognitive Abilities Test (CogAT), which is considered more of an ability or reasoning measure, and the ACT-Aspire, which is considered more of an achievement measure. We use a quantile regression framework to examine possible distributional impacts of the COVID-19 pandemic. Results demonstrate that the cognitive ability and/or achievement gaps did not widen after the pandemic, instead they stayed stable or narrowed moderately across groups. Results also indicate that cognitive ability was a significant and consistent predictor of achievement before COVID-19, but the strength of this relationship attenuated noticeably after the pandemic. This work helps add to the literature on COVID learning changes (large losses for many students), drawing from a large database of students in one state.

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Publication Details

Journal
Journal of Intelligence
Published
2026-03-02
DOI
https://doi.org/10.3390/jintelligence14030036
Primary Topic
Grit, Self-Efficacy, and Motivation
Type
article
Field-Weighted Citation Impact
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article

Quantile Regression of Cognitive Ability and Achievement Inequality Before and After the Pandemic in One State

Jonathan Wai, Al Mansor Helal
Journal of Intelligence
Grit, Self-Efficacy, and Motivation
article

Quantile Regression of Cognitive Ability and Achievement Inequality Before and After the Pandemic in One State

Jonathan Wai, Al Mansor Helal
article en

Abstract

This study draws from two cohorts of students (total N = 10,508) to examine cognitive ability and achievement inequality around the COVID-19 pandemic. Before and after the pandemic, two groups of Arkansas students were given both the Cognitive Abilities Test (CogAT), which is considered more of an ability or reasoning measure, and the ACT-Aspire, which is considered more of an achievement measure. We use a quantile regression framework to examine possible distributional impacts of the COVID-19 pandemic. Results demonstrate that the cognitive ability and/or achievement gaps did not widen after the pandemic, instead they stayed stable or narrowed moderately across groups. Results also indicate that cognitive ability was a significant and consistent predictor of achievement before COVID-19, but the strength of this relationship attenuated noticeably after the pandemic. This work helps add to the literature on COVID learning changes (large losses for many students), drawing from a large database of students in one state.

Journal of IntelligenceVol. 14(3)
Arkansas Department of Education (US), University of Arkansas at Fayetteville (US)
Good health and well-being
Openalex Percentile: Top 45%
Grit, Self-Efficacy, and Motivation
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