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Quantile Regression of Cognitive Ability and Achievement Inequality Before and After the Pandemic in One State
Al Mansor Helal1, Jonathan Wai1,2
1Department of Education Reform, University of Arkansas, Fayetteville, AR 72701, USA.
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.
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