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Research ArticleArticles

COVID-19 Learning loss and recovery

Panel data evidence from India

Abhijeet Singh, Mauricio Romero and Karthik Muralidharan
Published online before print April 08, 2024, 0723-13025R2; DOI: https://doi.org/10.3368/jhr.0723-13025R2
Abhijeet Singh
Abhijeet Singh is a professor at the Stockholm School of Economics. He is also affiliated with the Jameel Poverty Action Lab (J-PAL), CESifo Economics of Education Research Network in Munich, the Center for Global Development, the Mistra Centre for Sustainable Markets (MISUM) at SSE, and the Young Lives study.
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Mauricio Romero
Mauricio Romero is a professor of at Instituto Tecnológico Autónomo de México (ITAM). He is also affiliated to the Jameel Poverty Action Lab (J-PAL), Innovations for Poverty Action (IPA), Experiments in Governance and Politics (EGAP), the Center for Global Development (CGD), The Bureau for Research and Economic Analysis of Development (BREAD), and The Institute for Labor Economics (IZA). E-mail:
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  • For correspondence: mtromero{at}itam.mx
Karthik Muralidharan
Karthik Muralidharan is the Tata Chancellor’s Professor of economics at the University of California, San Diego. He is also a Research Associate of the National Bureau of Economic Research (NBER), a Fellow and Board Member of the Bureau for Research and Economic Analysis of Development (BREAD), a Board member and co-chair of the Education program at the Jameel Poverty Action Lab (J-PAL), an Affiliate at the Center for Effective Global Action (CEGA), and a Research Affiliate with Innovations for Poverty Action (IPA).
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Abstract

We use a panel survey of ~ 19,000 primary-school-aged children in rural Tamil Nadu to study ‘learning loss’ after COVID-19-induced school closures, and the pace of recovery after schools reopened. Students tested in December 2021 (18 months after school closures) displayed learning deficits of ~0.73σ in math and 0.34σ in language compared to identically-aged students in the same villages in 2019. Two-thirds of this deficit was made up within 6 months after schools reopened. Further, while learning loss was regressive, recovery was progressive. A government-run after-school remediation program contributed ~24% of the cohort-level recovery, likely aiding the progressive recovery.

Keywords:
  • COVID-19
  • school closures
  • learning loss
  • remediation
  • increasing instructional time
JEL Codes:
  • H52
  • I21
  • I25
  • O15

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Journal of Human Resources: 60 (5)
Journal of Human Resources
Vol. 60, Issue 5
1 Sep 2025
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COVID-19 Learning loss and recovery
Abhijeet Singh, Mauricio Romero, Karthik Muralidharan
Journal of Human Resources Apr 2024, 0723-13025R2; DOI: 10.3368/jhr.0723-13025R2

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COVID-19 Learning loss and recovery
Abhijeet Singh, Mauricio Romero, Karthik Muralidharan
Journal of Human Resources Apr 2024, 0723-13025R2; DOI: 10.3368/jhr.0723-13025R2
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Keywords

  • COVID-19
  • School Closures
  • learning loss
  • remediation
  • increasing instructional time
  • H52
  • I21
  • I25
  • O15
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