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

Betthäuser, BA; Bach-Mortensen, AM; Engzell, P; (2023) A systematic review and meta-analysis of the evidence on learning during the COVID-19 pandemic. Nature Human Behaviour , 7 pp. 275-285. 10.1038/s41562-022-01506-4. Green open access

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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.

Type: Article
Title: A systematic review and meta-analysis of the evidence on learning during the COVID-19 pandemic
Location: England
Open access status: An open access version is available from UCL Discovery
DOI: 10.1038/s41562-022-01506-4
Publisher version: https://doi.org/10.1038/s41562-022-01506-4
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher's terms and conditions.
Keywords: Education, Social policy, Sociology
UCL classification: UCL
UCL > Provost and Vice Provost Offices > School of Education
UCL > Provost and Vice Provost Offices > School of Education > UCL Institute of Education
UCL > Provost and Vice Provost Offices > School of Education > UCL Institute of Education > IOE - Social Research Institute
URI: https://discovery.ucl.ac.uk/id/eprint/10164709
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