ArticleInternational journal of epidemiology2017
Cognitive and emotional outcomes after prolonged education: a quasi-experiment on 320 182 Swedish boys.
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.
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.
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.
Who cites it
24 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- A Systematic Review and New Analyses of the Gender-Equality Paradox.Perspectives on psychological science : a journal of the Association for Psychological Science · 2025Pooled it
- How do macro-level structural determinants affect inequalities in mental health? - a systematic review of the literature.International journal for equity in health · 2018Pooled it
- Association of parental education with offspring psychiatric diagnoses, violent crimes, and suicidal behavior: a nationwide Swedish quasi-experimental study.BMC medicine · 2026Article
- Reevaluating the role of education on cognitive decline and brain aging in longitudinal cohorts across 33 Western countries.Nature medicine · 2025Article
- Education, Occupational Environment, and Cognitive Function in Later Life.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025Article
- Does Schooling Improve Cognitive Abilities at Older Ages? Causal Evidence From Nonparametric Bounds.Demography · 2025Article
- Reevaluating the Role of Education in Cognitive Decline and Brain Aging: Insights from Large-Scale Longitudinal Cohorts across 33 Countries.Research square · 2025Article
- Reevaluating the Role of Education in Cognitive Decline and Brain Aging: Insights from Large-Scale Longitudinal Cohorts across 33 Countries.medRxiv : the preprint server for health sciences · 2025Article
- The Association between Education and Cognitive Performance Varies at Different Levels of Cognitive Performance: A Quantile Regression Approach.Gerontology · 2024Article
- Educational Influences on Late-Life Health: Genetic Propensity and Attained Education.The journals of gerontology. Series B, Psychological sciences and social sciences · 2024Article
- Article
- The relationship between school climate and students' non-cognitive skills: A systematic literature review.Heliyon · 2023Review
- Mental health effects of education.Health economics · 2022Article
- Brain aging differs with cognitive ability regardless of education.Scientific reports · 2022Article
- Performance of Emotional Cognition Education in College Students' Psychological Health Classroom.Journal of environmental and public health · 2022Article
- Inequality of educational opportunity at time of schooling predicts cognitive functioning in later adulthood.SSM - population health · 2021Article
- Money matters (especially if you are good at math): Numeracy, verbal intelligence, education, and income in satisfaction judgments.PloS one · 2021Article
- How intelligence and emotional control are related to suicidal behavior across the life coursePsychological medicine · 2020Article
- Education and Cognitive Functioning Across the Life Span.Psychological science in the public interest : a journal of the American Psychological Society · 2020Review
- Long-term effects of compulsory schooling on physical, mental and cognitive ageing: a natural experiment.Journal of epidemiology and community health · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.