Evidence map›Paper›PMID 34797409›Full record

ArticleEuropean child & adolescent psychiatry2023

Educational level, attention problems, and externalizing behaviour in adolescence and early adulthood: the role of social causation and health-related selection-the TRAILS study.

Heiko Schmengler, Margot Peeters, Gonneke W J M Stevens, Anton E Kunst, Catharina A Hartman, Albertine J Oldehinkel, Wilma A M Vollebergh

Open access · hybridAbstract read
In one paragraph

Article in European child & adolescent psychiatry, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
1.6field-weighted citation impact, top 15% of its field
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

8 citing papers in PubMed, 15 citations in OpenAlex.

  1. Article
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  5. Attention-deficit/hyperactivity disorder.Nature reviews. Disease primers · 2024
    Review
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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

7 authors at 3 institutions in 1 country.

Heiko SchmenglerDepartment of Interdisciplinary Social Science, Utrecht Centre for Child and Adolescent Studies, Utrecht University, Padualaan 14, 3584 CH, Utrecht, The Netherlands. h.schmengler@uu.nl.ORCID http://orcid.org/0000-0002-3925-4150
Margot PeetersDepartment of Interdisciplinary Social Science, Utrecht Centre for Child and Adolescent Studies, Utrecht University, Padualaan 14, 3584 CH, Utrecht, The Netherlands.
Gonneke W J M StevensDepartment of Interdisciplinary Social Science, Utrecht Centre for Child and Adolescent Studies, Utrecht University, Padualaan 14, 3584 CH, Utrecht, The Netherlands.
Anton E KunstDepartment of Public and Occupational Health, Center for Health Inequality Studies, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
Catharina A HartmanDepartment of Psychiatry, Interdisciplinary Center Psychopathology and Emotion Regulation, University Medical Center of Groningen, University of Groningen, Groningen, The Netherlands.
Albertine J OldehinkelDepartment of Psychiatry, Interdisciplinary Center Psychopathology and Emotion Regulation, University Medical Center of Groningen, University of Groningen, Groningen, The Netherlands.
Wilma A M VolleberghDepartment of Interdisciplinary Social Science, Utrecht Centre for Child and Adolescent Studies, Utrecht University, Padualaan 14, 3584 CH, Utrecht, The Netherlands.
Utrecht University · NLUniversity Medical Center Groningen · NLAmsterdam University Medical Centers · NL

Funding

nederlandse organisatie voor wetenschappelijk onderzoek 024.001.003
6 · The paper itself

Abstract

Social causation and health-related selection may contribute to educational differences in adolescents' attention problems and externalizing behaviour. The social causation hypothesis posits that the social environment influences adolescents' mental health. Conversely, the health-related selection hypothesis proposes that poor mental health predicts lower educational attainment. From past studies it is unclear which of these mechanisms predominates, as attention problems and externalizing behaviour have the potential to interfere with educational attainment, but may also be affected by differences in the educational context. Furthermore, educational gradients in mental health may reflect the impact of 'third variables' already present in childhood, such as parental socioeconomic status (SES), and IQ. We investigated both hypotheses in relation to educational differences in externalizing behaviour and attention problems throughout adolescence and young adulthood. We used data from a Dutch cohort (TRAILS Study; n = 2229), including five measurements of educational level, externalizing behaviour, and attention problems from around age 14-26 years. First, we evaluated the directionality in longitudinal associations between education, externalizing behaviour, and attention problems with and without adjusting for individual differences using fixed effects. Second, we assessed the role of IQ and parental SES in relation to attention problems, externalizing behaviour, and educational level. Attention problems predicted decreases in education throughout all of adolescence and young adulthood. Differences in parental SES contributed to increases in externalizing behaviour amongst the lower educational tracks in mid-adolescence. Childhood IQ and parental SES strongly predicted education around age 14. Parental SES, but not IQ, also predicted early adolescent attention problems and externalizing behaviour. Our results provide support for the health-related selection hypothesis in relation to attention problems and educational attainment. Further, our results highlight the role of social causation from parental SES in determining adolescent educational level, attention problems, and externalizing behaviour.

Indexed as

Mental HealthSocial ClassAdolescentAdultAttentionEducational StatusHumansLongitudinal StudiesParentsYoung AdultAttention problemsEducationExternalizing behaviourHealth-related selectionSocial causation

Identifiers

PMID34797409
PMCPMC10147770
OpenAlexW3213984321

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.