Evidence map›Paper›PMID 40965644›Full record

ArticleEuropean child & adolescent psychiatry2026

Parental education level and ADHD diagnosis in childhood and adolescence: the moderating roles of gender, age, and family history of ADHD.

Lotta Volotinen, Hanna Remes, Pekka Martikainen, Niina Metsä-Simola

Abstract read
In one paragraph

Article in European child & adolescent psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Lotta VolotinenHelsinki Institute of Demography and Population Health, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland. lotta.volotinen@helsinki.fi.ORCID http://orcid.org/0009-0000-7806-6921
Hanna RemesHelsinki Institute of Demography and Population Health, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-9291-703X
Pekka MartikainenHelsinki Institute of Demography and Population Health, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0001-9374-1438
Niina Metsä-SimolaHelsinki Institute of Demography and Population Health, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0001-8813-3980

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Low parental education has been suggested as a risk factor for attention-deficit hyperactivity disorder (ADHD), but the associations may differ by gender and age, as boys are diagnosed more often and earlier than girls. Parental education might also not predict offspring ADHD diagnosis similarly if parents themselves have ADHD. We examined how maternal and paternal education level predicts offspring ADHD diagnosis at ages 4-17 and whether these associations are modified by gender, age (4-12 vs. 13-17), and family history of ADHD (biological parent and/or full sibling vs. none). We used data on 419,152 individuals born in Finland between 1994 and 2003, identified ADHD diagnosis from national registers with first clinical diagnosis or ADHD medication purchase, and estimated incidence rate ratios (IRR) in Poisson regression. Compared to tertiary education, basic parental education predicted a higher than twofold likelihood of ADHD diagnosis in offspring (maternal IRR 2.17, 95% confidence interval 2.07-2.28; paternal 2.36, 2.26-2.48). The likelihood was about threefold in childhood and twofold or less in adolescence, and mostly similar for boys and girls. Among those with family history of ADHD, the associations were weaker in childhood (highest IRR 1.85, 1.30-2.64) and negligible in adolescence. These findings suggest that low parental education is more strongly associated with an increased likelihood of offspring ADHD diagnosis in childhood than adolescence and in families without an identified history of ADHD. Improving diagnostic processes may help ensure appropriate access to diagnosis and care at any age, irrespective of parental education level and family history of ADHD.

Indexed as

Attention Deficit Disorder with HyperactivityEducational StatusParentsAdolescentAge FactorsChildChild, PreschoolFemaleFinlandHumansMaleRisk FactorsSex FactorsADHDAgeDiagnosisFamily historyGenderParental education

Identifiers

PMID40965644
PMCPMC12956934

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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.