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A systematic review and meta-analysis of the evidence on learning during the COVID-19 pandemic

Bastian A. Betthäuser (), Anders M. Bach-Mortensen and Per Engzell
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Bastian A. Betthäuser: Centre for Research on Social Inequalities (CRIS), Sciences Po
Anders M. Bach-Mortensen: University of Oxford
Per Engzell: University of Oxford

Nature Human Behaviour, 2023, vol. 7, issue 3, 375-385

Abstract: Abstract To what extent has the learning progress of school-aged children slowed down during the COVID-19 pandemic? A growing number of studies address this question, but findings vary depending on context. Here we conduct a pre-registered systematic review, quality appraisal and meta-analysis of 42 studies across 15 countries to assess the magnitude of learning deficits during the pandemic. We find a substantial overall learning deficit (Cohen’s d = −0.14, 95% confidence interval −0.17 to −0.10), which arose early in the pandemic and persists over time. Learning deficits are particularly large among children from low socio-economic backgrounds. They are also larger in maths than in reading and in middle-income countries relative to high-income countries. There is a lack of evidence on learning progress during the pandemic in low-income countries. Future research should address this evidence gap and avoid the common risks of bias that we identify.

Date: 2023
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DOI: 10.1038/s41562-022-01506-4

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