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Learning loss and recovery from the COVID-19 pandemic: A systematic review of evidence

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  • Dela Cruz, Nina Ashley
  • Adona, Ann Jillian
  • Molato-Gayares, Rhea
  • Park, Albert

Abstract

This systematic review covers 57 studies that measured the effects of school closures on learning outcomes during the coronavirus disease (COVID-19) pandemic. It makes a distinction between the learning loss associated with school closures and the recovery after schools were reopened. It restricts attention to evaluations with credible control groups and provides the first meta-analysis of learning losses that covers more developing countries (22) than developed ones (16). We find that a year of school closure is associated with learning loss equivalent to 1.1 years’ worth of learning and that school reopening reduced these losses down to 0.5 years. While partial recovery is observed, some learning losses persisted even after schools reopened, underscoring the importance of building resilience in the face of disruptions to education.

Suggested Citation

  • Dela Cruz, Nina Ashley & Adona, Ann Jillian & Molato-Gayares, Rhea & Park, Albert, 2025. "Learning loss and recovery from the COVID-19 pandemic: A systematic review of evidence," International Journal of Educational Development, Elsevier, vol. 115(C).
  • Handle: RePEc:eee:injoed:v:115:y:2025:i:c:s0738059325000690
    DOI: 10.1016/j.ijedudev.2025.103271
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    References listed on IDEAS

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    1. Rebecca Jack & Clare Halloran & James Okun & Emily Oster, 2023. "Pandemic Schooling Mode and Student Test Scores: Evidence from US School Districts," American Economic Review: Insights, American Economic Association, vol. 5(2), pages 173-190, June.
    2. Ardington, Cally & Wills, Gabrielle & Kotze, Janeli, 2021. "COVID-19 learning losses: Early grade reading in South Africa," International Journal of Educational Development, Elsevier, vol. 86(C).
    3. Patrinos,Harry Anthony, 2023. "The Longer Students Were Out of School, the Less They Learned," Policy Research Working Paper Series 10420, The World Bank.
    4. Bau, Natalie & Das, Jishnu & Yi Chang, Andres, 2021. "New evidence on learning trajectories in a low-income setting," International Journal of Educational Development, Elsevier, vol. 84(C).
    5. Clare Halloran & Claire E. Hug & Rebecca Jack & Emily Oster, 2023. "Post COVID-19 Test Score Recovery: Initial Evidence from State Testing Data," NBER Working Papers 31113, National Bureau of Economic Research, Inc.
    6. Guariso, Andrea & Björkman Nyqvist, Martina, 2023. "The impact of the COVID-19 pandemic on children’s learning and wellbeing: Evidence from India," Journal of Development Economics, Elsevier, vol. 164(C).
    7. Jakubowski, Maciej & Gajderowicz, Tomasz & Patrinos, Harry Anthony, 2023. "Global learning loss in student achievement: First estimates using comparable reading scores," Economics Letters, Elsevier, vol. 232(C).
    8. Nicola Bazoli & Sonia Marzadro & Antonio Schizzerotto & Loris Vergolini, 2022. "Learning Loss and Students’ Social Origins During the Covid-19 Pandemic in Italy," FBK-IRVAPP Working Papers 2022-03, Research Institute for the Evaluation of Public Policies (IRVAPP), Bruno Kessler Foundation.
    9. Per Engzell & Arun Frey & Mark D. Verhagen, 2021. "Learning loss due to school closures during the COVID-19 pandemic," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(17), pages 2022376118-, April.
    10. Guilherme Lichand & Carlos Alberto Doria & Onicio Leal-Neto & João Paulo Cossi Fernandes, 2022. "Publisher Correction: The impacts of remote learning in secondary education during the pandemic in Brazil," Nature Human Behaviour, Nature, vol. 6(8), pages 1180-1180, August.
    11. Battisti, Michele & Maggio, Giuseppe, 2023. "Will the last be the first? School closures and educational outcomes," European Economic Review, Elsevier, vol. 154(C).
    12. Andrea Ichino & Rudolf Winter-Ebmer, 2004. "The Long-Run Educational Cost of World War II," Journal of Labor Economics, University of Chicago Press, vol. 22(1), pages 57-86, January.
    13. Alban Conto, Carolina & Akseer, Spogmai & Dreesen, Thomas & Kamei, Akito & Mizunoya, Suguru & Rigole, Annika, 2021. "Potential effects of COVID-19 school closures on foundational skills and Country responses for mitigating learning loss," International Journal of Educational Development, Elsevier, vol. 87(C).
    14. John Giles & Albert Park & Meiyan Wang, 2019. "The Great Proletarian Cultural Revolution, Disruptions to Education, and the Returns to Schooling in Urban China," Economic Development and Cultural Change, University of Chicago Press, vol. 68(1), pages 131-164.
    15. Patrinos,Harry Anthony & Vegas,Emiliana & Carter-Rau,Rohan, 2022. "An Analysis of COVID-19 Student Learning Loss," Policy Research Working Paper Series 10033, The World Bank.
    16. Shinsuke Asakawa & Fumio Ohtake, 2021. "Impact of Temporary School Closure Due to COVID-19 on the Academic Achievement of Elementary School Students," Discussion Papers in Economics and Business 21-14, Osaka University, Graduate School of Economics.
    17. Guilherme Lichand & Carlos Alberto Doria & Onicio Leal-Neto & João Paulo Cossi Fernandes, 2022. "The impacts of remote learning in secondary education during the pandemic in Brazil," Nature Human Behaviour, Nature, vol. 6(8), pages 1079-1086, August.
    18. Abhijeet Singh & Mauricio Romero & Karthik Muralidharan, 2022. "Covid-19 Learning Loss and Recovery: Panel Data Evidence from India," CESifo Working Paper Series 10031, CESifo.
    19. João Pedro & Amer Hasan & Diana Goldemberg & Koen Geven & Syedah Aroob Iqbal, 2021. "Simulating the Potential Impacts of COVID-19 School Closures on Schooling and Learning Outcomes: A Set of Global Estimates [Tackling Inequity in Education during and after COVID-19]," The World Bank Research Observer, World Bank, vol. 36(1), pages 1-40.
    20. Laura Moscoviz & David K. Evans, 2022. "Learning Loss and Student Dropouts during the COVID-19 Pandemic: A Review of the Evidence Two Years after Schools Shut Down," Working Papers 609, Center for Global Development.
    21. Shuheng Yu & Liu Hong & Gaoming Ma, 2023. "The Mediation of Exam-oriented Cultural Capital: Economic Capital and Educational Inequality of Chinese High School Students During the COVID-19 Pandemic and School Closures," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(3), pages 1189-1204, June.
    22. Bastian A. Betthäuser & Anders M. Bach-Mortensen & Per Engzell, 2023. "A systematic review and meta-analysis of the evidence on learning during the COVID-19 pandemic," Nature Human Behaviour, Nature, vol. 7(3), pages 375-385, March.
    23. Andreu Arenas & Lucas Gortazar, 2022. "Learning loss one year after school closures: Evidence from the Basque Country," Working Papers 2022/03, Institut d'Economia de Barcelona (IEB).
    24. Liao, Haoye & Ma, Sen & Xue, Hao, 2022. "Does school shutdown increase inequality in academic performance? Evidence from COVID-19 pandemic in China," China Economic Review, Elsevier, vol. 75(C).
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    1. Patrinos, Harry Anthony & Jakubowski, Maciej & Gajderowicz, Tomasz, 2025. "Evaluation of achievement change in Egypt using PIRLS data," International Journal of Educational Development, Elsevier, vol. 117(C).

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    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

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