Evidence map›Paper›PMID 42222047›Full record

ArticleEconomics of education review2025

The effect of compulsory education on non-cognitive skills: Evidence from low- and middle-income countries.

Antonia K Entorf, Thomas J Dohmen

Abstract read
In one paragraph

Article in Economics of education review, 2025. 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

2 authors.

Antonia K EntorfUniversity of Bonn, Regina-Pacis-Weg 3, 53113 Bonn, Germany.
Thomas J DohmenUniversity of Bonn, Regina-Pacis-Weg 3, 53113 Bonn, Germany.

Funding

Developing Predictors of Health Outcomes in Childhood and AdolescenceR01HD107079 · NICHD · UNIVERSITY OF CHICAGO · PI STEPHANIE M. CARLSON, JAMES J HECKMAN · 2023 to 2026
$2.3M
NICHD NIH HHS R01 HD107079
6 · The paper itself

Abstract

Personality traits, preferences, and attitudes significantly influence labor market outcomes, and these non-cognitive skills are shaped by the social environment. While curriculum interventions can impact these skills, the effect of compulsory education on non-cognitive skills is less well understood. This study investigates the impact of extending compulsory education by examining educational reforms in four low- and middle-income countries. Utilizing cross-sectional data from the World Bank's 2012/2013 initiative, we analyze the within-country variation in compulsory education years. Our findings indicate that increased compulsory education decreases emotional stability, grit, hostile attribution bias, patience, and willingness to take risks, while enhancing openness to experience and alternative solution or consequential thinking.

Indexed as

D91Economic preferencesEducationI20I26J24Non-cognitive skillsPersonalityWage returns

Identifiers

PMID42222047
PMCPMC13218772

What OpenQuestion holds

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Registered trials

None linked

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.