Evidence map›Paper›PMID 42146970›Full record

ArticleHumanities & social sciences communications2026

COVID-19 school closures, learning losses and intergenerational mobility.

Alexandru Cojocaru, Joao Pedro Azevedo, Ambar Narayan, Veronica Montalva Talledo

Abstract read
In one paragraph

Article in Humanities & social sciences communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Alexandru CojocaruWorld Bank, Washington D.C., USA.
Joao Pedro AzevedoUnited Nations Children's Fund, New York, NY USA.
Ambar NarayanWorld Bank, Washington D.C., USA.
Veronica Montalva TalledoWorld Bank, Washington D.C., USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The paper investigates the longer-term inequality implications of COVID-19 by examining the ability of children from different backgrounds to engage in continued learning throughout the pandemic, and their implications for intergenerational mobility in education. The analysis builds on data from the Global Database of Intergenerational Mobility, country-specific learning loss simulation models using weekly school closure information from February 2020 to February 2022, and high-frequency phone survey data collected by the World Bank during the pandemic to assess the incidence and type of continued learning during school closures across children from different backgrounds. Using this information, the paper simulates counterfactual educational attainment and corresponding absolute and relative intergenerational educational mobility measures to estimate COVID-19 impacts. The results suggest that the extensive school closures are likely to have a significant impact on both absolute and relative mobility in the absence of remedial measures - in upper-middle-income countries, the share of children with more years of education than their parents could decline by 8 percentage points. Unequal access to continued learning across children from different socioeconomic backgrounds also leads to a significant decline in relative mobility. Notably, adopting more optimistic assumptions about the effectiveness of alternative learning modalities makes the simulated decline in relative mobility even larger.

Indexed as

Development studiesEconomics

Identifiers

PMID42146970
PMCPMC13171617

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.