Cited by 57Education during COVID-19 pandemicCOVID-19 Pandemic ImpactsSchool Choice and Performance

COVID-19, school closures, and outcomes.

Open access
Jack, Rebecca, Oster, Emily·2023·Journal of Economic Perspectives

Abstract

This article discusses the question of data and our perspective on the importance of public, accessible, and contemporaneous data in the face of public crisis. Then, we present data on the extent of school closures during the COVID-19 pandemic, both globally and within the United States. We describe the available data on the degree of these closures, which will provide a set of resources for studying longer-term consequences as they emerge. We also highlight what we know about the demographic patterns of school closures. We then discuss the emerging estimates of the short-term impacts of school closures. A central finding throughout our discussion is that school closures during the pandemic tended to increase inequality, both within and across countries, but that fully understanding the long-run impact of COVID-related school closures on students will take time and will surely be influenced by events and policies in the next few years.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1257/jep.37.4.51

Cites

4 of 4 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The movement away from in-person instruction during the 2020-2021 school year reduced student achievement, worsened children's mental health, and decreased school enrollment.

    “There is a growing body of literature suggesting that the movement away from in-person instruction during the 2020-2021 school year reduced student achievement,8,10,11,12 worsened children’s mental health,13,14,15,16 and decreased school enrollment.17,18”

    From Virtual Learning in Kindergarten Through Grade 12 During the COVID-19 Pandemic and Chronic Absenteeism (2024) · cites this paper as [8]

    The Test Scores section links more remote schooling in 2020–2021 to larger declines in achievement, and the Enrollment section reports lower public-school enrollment in districts offering remote-only instruction. The Mental Health section says evidence linking school closures specifically to poorer mental health is limited and mixed, so the claim that the shift worsened children’s mental health is stronger than this source supports. (LLM, conf=0.87)

    Experimental — accuracy not yet measured
  • Rates of in-person instruction varied considerably along demographic, social, and political lines.

    “Rates of in-person instruction varied considerably along demographic, social, and political lines7,8”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 28

  1. Alexander, Karl, Sarah Pitcock, and Matthew C. Boulay, eds. 2016. The Summer Slide: What We Know and Can Do about Summer Learning Loss. New York: Teachers College Press.
  2. Ardington, Cally, Gabrielle Wills, and Janeli Kotze. 2021. "COVID-19 Learning Losses: Early Grade Reading in South Africa." International Journal of Educational Development 86: 102480.
  3. Bacher-Hicks, Andrew, Joshua Goodman, and Christine Mulhern. 2021. "Inequality in Household Adap- tation to Schooling Shocks: Covid-Induced Online Learning Engagement in Real Time." Journal of Public Economics 193: 104345.
  4. Engzell, Per, Arun Frey, and Mark D. Verhagen. 2021. "Learning Loss Due to School Closures during the COVID-19 Pandemic." Proceedings of the National Academy of Sciences 118 (17): e2022376118.
  5. Goldhaber, Dan, Thomas J. Kane, Andrew McEachin, Emily Morton, Tyler Patterson, and Douglas O. Staiger. Forthcoming. "The Educational Consequences of Remote and Hybrid Instruction during the Pandemic." American Economic Review: Insights.
  6. Hale, Thomas, Noam Angrist, Rafael Goldszmidt, Beatriz Kira, Anna Petherick, Toby Phillips, Samuel Webster et al. 2021. "A Global Panel Database of Pandemic Policies (Oxford COVID-19 Govern- ment Response Tracker)." Nature Human Behaviour 5 (4): 529-38.
  7. Harmey, Sinéad, and Gemma Moss. 2021. "Learning Disruption or Learning Loss: Using Evidence from Unplanned Closures to Inform Returning to School after COVID-19." Educational Review 75 (4): 637-56.
  8. Hartman-Munick, Sydney M., Jessica A. Lin, Carly E. Milliren, Paula K. Braverman, Kathryn S. Brigham, Martin M. Fisher, Neville H. Golden et al. 2022. "Association of the COVID-19 Pandemic with Adolescent and Young Adult Eating Disorder Care Volume." JAMA Pediatrics 176 (12): 1225-32.
  9. Hawrilenko, Matt, Emily Kroshus, Pooja Tandon, and Dimitri Christakis. 2021. "The Association between School Closures and Child Mental Health during COVID-19." JAMA Network Open 4 (9): e2124092.
  10. Heise, Michael. 2023. "The Distribution of In-Person Public K-12 Education in the Time of COVID: An Empirical Perspective." Journal of Empirical Legal Studies 20 (2): 305-38.
  11. Henderson, Michael B., Paul E. Peterson, and Martin R. West. 2020. "Pandemic Parent Survey Finds Perverse Pattern: Students Are More Likely to Be Attending School in Person Where Covid Is Spreading More Rapidly." Education Next 21 (2): 34-48.
  12. Jack, Rebecca, Clare Halloran, James Okun, and Emily Oster. 2023. "Pandemic Schooling Mode and Student Test Scores: Evidence from US School Districts." American Economic Review: Insights 5 (2): 173-90.
  13. Jack, Rebecca, Clare Halloran, James Okun, and Emily Oster. 2023. "Replication data for: Pandemic Schooling Mode and Student Test Scores: Evidence from US School Districts." American Economic Association [publisher], Inter-university Consortium for Political and Social Research [distributor]. https://doi.org/10.3886/E168843V1. · DOI
  14. Jack, Rebecca, and Emily Oster. 2023. "Replication data for: COVID-19, School Closures, and Outcomes." American Economic Association [publisher], Inter-university Consortium for Political and Social Research [distributor]. https://doi.org/10.3886/E193523V1. · DOI
  15. Jaume, David, and Alexander Willén. 2019. "The Long-Run Efects of Teacher Strikes: Evidence from Argentina." Journal of Labor Economics 37 (4): 1097-1139.
  16. Lamb, John, Sarah Gross, and Mark Lewis. 2013. "The Hurricane Katrina Effect on Mathematics Achieve- ment in Mississippi." School Science and Mathematics 113 (2): 80-93.
  17. Maldonado, Joana Elisa, and Krsitof De Witte. 2021. "The Effect of School Closures on Standardised Student Test Outcomes." British Educational Research Journal 48 (1): 49-94.
  18. Moscoviz, Laura, and 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." Center for Global Devel- opment Working Paper 609.
  19. Munro, Alasdair, Danilo Buonsenso, Sebastián González-Dambrauskas, Robert C. Hughes, Sunil S. Bhopal, Pablo Vásquez-Hoyos, Muge Cevik, Maria Lucia Mesa Rubio, and Damian Roland. 2023. "In-Person Schooling Is Essential Even during Periods of High Transmission of Covid-19." BMJ Evidence-Based Medicine 28 (3): 175-79.
  20. Murnane, Richard J., Sean F. Reardon, Preeya P. Mbekeani, and Anne Lamb. 2018. "Who Goes to Private School? Long-Term Enrollment Trends by Family Income." Education Next 18 (4): 58-66.
  21. Musaddiq, Tareena, Kevin Stange, Andrew Bacher-Hicks, and Joshua Goodman. 2022. "The Pandemic's Effect on Demand for Public Schools, Homeschooling, and Private Schools." Journal of Public Economics 212: 104710.
  22. Oster, Emily, Rebecca Jack, Clare Halloran, John Schoof, Diana McLeod, Haisheng Yang, Julie Roche, and Dennis Roche. 2021. "Disparities in Learning Mode Access among K-12 Students during the COVID-19 Pandemic, by Race/Ethnicity, Geography, and Grade Level-United States, September 2020-April 2021." Morbidity and Mortality Weekly Report 70 (26): 953-58.
  23. Pane, John F., Daniel F. McCaffrey, Nidhi Kalra, and Annie J. Zhou. 2008. "Effects of Student Displace- ment in Louisiana during the First Academic Year after the Hurricanes of 2005." Journal of Education for Students Placed at Risk (JESPAR) 13 (2-3): 168-211.
  24. Parolin, Zachary, and Emma K. Lee. 2021. "Large Socio-economic, Geographic and Demographic Disparities Exist in Exposure to School Closures." Nature Human Behaviour 5 (4): 522-28.
  25. Sacerdote, Bruce. 2012. "When the Saints Go Marching Out: Long-Term Outcomes for Student Evacuees from Hurricanes Katrina and Rita." American Economic Journal: Applied Economics 4 (1): 109-35.
  26. Tomasik, Martin J., Laura A. Helbling, and Urs Moser. 2021. "Educational Gains of In-Person vs. Distance Learning in Primary and Secondary Schools: A Natural Experiment during the COVID-19 Pandemic School Closures in Switzerland." International Journal of Psychology 56 (4): 566-76.
  27. van den Berg, Polly, Elissa M. Schechter-Perkins, Rebecca S. Jack, Isabella Epshtein, Richard Nelson, Emily Oster, and Westyn Branch-Elliman. 2021. "Effectiveness of 3 versus 6 ft of Physical Distancing for Controlling Spread of Coronavirus Disease 2019 among Primary and Secondary Students and Staff: A Retrospective, Statewide Cohort Study." Clinical Infectious Diseases 73 (10): 1871-78.
  28. von Hippel, Paul T., Joseph Workman, and Douglas B. Downey. 2018. "Inequality in Reading and Math Skills Forms Mainly before Kindergarten: A Replication, and Partial Correction, of 'Are Schools the Great Equalizer?'" Sociology of Education 91 (4): 323-57.

Cited by

Sorted by citations

Authors
Jack, R., & Oster, E.
Affiliations
  • University of Nebraska–Lincoln (US)
  • Brown University (US)
Venue
Journal of Economic Perspectives
Published
2023-11-01
Volume
37
Issue
4
Pages
51-70
ISSN
0895-3309 (ISSN-L)
OpenAlex
W4388303889
Cited by
57
References
4
Citations by year
2026: 11 · 2025: 21 · 2024: 23 · 2023: 2
FWCI
42.24
Type
journal article
Language
en
Open access
Locations
  • The Journal of Economic Perspectives (publishedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
Topics
  • Social Sciences › Education › Education during COVID-19 pandemic
  • Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › COVID-19 Pandemic Impacts
  • Social Sciences › Education › School Choice and Performance
Keywords
COVID-19 pandemic, school closures, educational data, data accessibility, educational inequality, public crisis

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review