Evidence map›Paper›PMID 37131077›Full record

ArticleMolecular psychiatry2023

School achievement in adolescence and the risk of mental disorders in early adulthood: a Finnish nationwide register study.

Tarja Weckström, Marko Elovainio, Laura Pulkki-Råback, Kimmo Suokas, Kaisla Komulainen, Sari Mullola, Petri Böckerman, Christian Hakulinen

Open access · hybridAbstract read
In one paragraph

Article in Molecular psychiatry, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
3.1field-weighted citation impact, top 9% 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

4 citing papers in PubMed, 10 citations in OpenAlex.

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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

8 authors at 3 institutions in 3 countries.

Tarja WeckströmDepartment of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Marko ElovainioDepartment of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Laura Pulkki-RåbackDepartment of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0003-3242-4863
Kimmo SuokasFaculty of Social Sciences, Tampere University, Tampere, Finland.ORCID 0000-0001-6296-6343
Kaisla KomulainenDepartment of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-1576-7111
Sari MullolaDepartment of Education, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-7566-714X
Petri BöckermanSchool of Business and Economics, University of Jyväskylä, Jyväskylä, Finland.ORCID 0000-0002-5372-2985
Christian HakulinenDepartment of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland. christian.hakulinen@helsinki.fi.ORCID 0000-0001-8629-9960
University of Helsinki · FIIZA - Institute of Labor Economics · DETampere University · FI

Funding

Academy of Finland (Suomen Akatemia) 339390Academy of Finland (Suomen Akatemia) 347405EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 101040247
6 · The paper itself

Abstract

School grades in adolescence have been linked to later psychiatric outcomes, but large-scale nationwide studies across the spectrum of mental disorders are scarce. In the present study, we examined the risk of a wide array of mental disorders in adulthood, as well as the risk of comorbidity, associated with school achievement in adolescence. We used population-based cohort data comprising all individuals born in Finland over the period 1980-2000 (N = 1,070,880) who were followed from age 15 or 16 until a diagnosis of mental disorder, emigration, death, or December 2017, whichever came first. Final grade average from comprehensive school was the exposure, and the first diagnosed mental disorder in a secondary healthcare setting was the outcome. The risks were assessed with Cox proportional hazards models, stratified Cox proportional hazard models within strata of full-siblings, and multinomial regression models. The cumulative incidence of mental disorders was estimated using competing risks regression. Better school achievement was associated with a smaller risk of all subsequent mental disorders and comorbidity, except for eating disorders, where better school achievement was associated with a higher risk. The largest associations were observed between school achievement and substance use disorders. Overall, individuals with school achievement more than two standard deviations below average had an absolute risk of 39.6% of a later mental disorder diagnosis. By contrast, for individuals with school achievement more than two standard deviations above average, the absolute risk of a later mental disorder diagnosis was 15.7%. The results show that the largest mental health burden accumulates among those with the poorest school achievement in adolescence.

Indexed as

Academic SuccessFeeding and Eating DisordersMental DisordersAdolescentCohort StudiesFinlandHumansSchools

Identifiers

PMID37131077
PMCPMC10615737
OpenAlexW4367833877

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.