Evidence map›Paper›PMID 27255438›Full record

ArticleInternational journal of epidemiology2017

Cognitive and emotional outcomes after prolonged education: a quasi-experiment on 320 182 Swedish boys.

Anton Lager, Dominika Seblova, Daniel Falkstedt, Martin Lövdén

Abstract read
In one paragraph

Article in International journal of epidemiology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 2 pooled it
–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

24 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. A Systematic Review and New Analyses of the Gender-Equality Paradox.Perspectives on psychological science : a journal of the Association for Psychological Science · 2025
    Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Education, Occupational Environment, and Cognitive Function in Later Life.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025
    Article
  6. Article
  7. Article
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  10. Educational Influences on Late-Life Health: Genetic Propensity and Attained Education.The journals of gerontology. Series B, Psychological sciences and social sciences · 2024
    Article
  11. Article
  12. Review
  13. Mental health effects of education.Health economics · 2022
    Article
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  16. Article
  17. Article
  18. Article
  19. Education and Cognitive Functioning Across the Life Span.Psychological science in the public interest : a journal of the American Psychological Society · 2020
    Review
  20. Article
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.

Anton LagerDepartment of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden.
Dominika SeblovaDepartment of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden.
Daniel FalkstedtDepartment of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden.
Martin LövdénAging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cognitive and socio-emotional abilities are powerful predictors of death and disease as well as of social and economic outcomes. Education is societies' main way of promoting these abilities, ideally so that inequalities by socioeconomic background are reduced. However, the extent to which education serves these cognitive, social-emotional and equality objectives is relatively unknown and intensively debated. Drawing on a Swedish school reform that was explicitly designed as a massive quasi-experiment, we assessed differential impact of education on intelligence and emotional control across childhood socioeconomic position. We also assessed initial differences in abilities by childhood socioeconomic position and how well childhood socioeconomic position and abilities predict all-cause mortality. Methods: The Swedish comprehensive school reform, rolled out during the 1950s, extended compulsory education from 8 to 9 years in some municipalities whereas others were kept as controls for the sake of evaluation. We followed eight full cohorts of Swedish boys born between 1951 and 1958, who lived in 1017 municipalities with known experimental status (344 336 boys) and whose childhood socioeconomic position was known (320 182 boys). At conscription, intelligence was measured by four subtests and emotional control (calm and efficient responses in various situations) was rated by a military psychologist. Both measures were standardized to have a mean of 100 and standard deviation of 15. All-cause mortality was recorded until 49-56 years of age. Results: The reform had an average positive impact on intelligence of 0.75 IQ units (95% confidence interval (CI): 0.54, 0.97; P < 0.0005). The impact on emotional control was negative; -0.50 units (95% CI: -0.72, -0.28; P < 0.0005). Both effects differed by socioeconomic background so that the average IQ difference between sons of high non-manual and unqualified manual workers was reduced from 16.32 to 15.57 units and the difference in emotional control was reduced from 6.50 to 5.63 units. All-cause mortality was predicted by low childhood socioeconomic position [hazard ratio (HR) = 1.15 [95% CI: 1.11, 1.20], P < 0.0005], low intelligence [HR = 1.39 (95% CI: 1.34, 1.44), P < 0.0005] as well as low emotional control [HR = 1.61 (95% CI: 1.55, 1.67), P < 0.0005] in mutually adjusted models. Conclusions: Extending compulsory education promoted intelligence but lowered emotional control, and reduced disparities over social background in both. Emotional control was the strongest predictor of all-cause mortality. Our results are in line with the idea that education is important in our efforts to achieve healthy, competent and fair societies, but much more work is needed to understand the links between education and non-cognitive skills.

Indexed as

CognitionEducational StatusEmotional IntelligenceIntelligenceMortalityAdolescentAdultChildHumansIntelligence TestsMaleMiddle AgedProportional Hazards ModelsSocioeconomic FactorsSwedenYoung Adulteducationemotional controlIntelligencemortalityquasi-experiment

Identifiers

PMID27255438
PMCPMC5407149

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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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.