Evidence map›Paper›PMID 39900630›Full record

ArticleScientific reports2025

Association between parental education level and intelligence quotient of children referred to the mental healthcare system: a cross-sectional study in Poland.

Urszula Sajewicz-Radtke, Ariadna Łada-Maśko, Michał Olech, Paweł Jurek, Łucja Bieleninik, Bartosz M Radtke

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–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

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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

5 citing papers in PubMed.

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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

6 authors.

Urszula Sajewicz-RadtkeLaboratory of Psychological and Educational Tests, ul. Czarnieckiego 5A/1, Gdańsk, Poland.ORCID 0000-0003-4306-7574
Ariadna Łada-MaśkoInstitute of Psychology, University of Gdansk, ul. Bażyńskiego 8, Gdańsk, 80-309, Poland.ORCID 0000-0003-3659-312X
Michał OlechDepartment of Psychology, Medical University of Gdansk, ul. M. Skłodowskiej-Curie 3a, Gdańsk, 80-210, Poland.ORCID 0000-0003-3612-0568
Paweł JurekInstitute of Psychology, University of Gdansk, ul. Bażyńskiego 8, Gdańsk, 80-309, Poland.ORCID 0000-0002-9958-3941
Łucja BieleninikInstitute of Psychology, University of Gdansk, ul. Bażyńskiego 8, Gdańsk, 80-309, Poland.ORCID 0000-0001-9685-2934
Bartosz M RadtkeLaboratory of Psychological and Educational Tests, ul. Czarnieckiego 5A/1, Gdańsk, Poland. radtke@pracowniatestow.pl.ORCID 0000-0001-6376-4719

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Considering the gap in understanding of the link between parental education and child intelligence quotient (IQ), our study aimed to investigate the association between parental education and the IQ of children referred to the mental healthcare system, explore which parent's education level is more influential, and examine the impact of the child's age and sex on these relationships. This cross-sectional study included 80,303 children aged 3-18 years who were referred to the mental healthcare system between 2018 and 2023. We predefined IQ composite score (Full IQ Scale), as measured by the Stanford Binet 5 Intelligence Scale, Fifth Edition (SB-5) as the primary outcome; the remaining SB-5 composite scores were the secondary outcomes. Linear regression analysis was performed using staircase coding for ordinal predictors with several binary independent variables. A significant correlation was found between parental education levels and IQ of the sampled children, with higher levels of parents' education predicting higher IQ scores, particularly with mother's education explaining 18.23% of the variance in children's overall intelligence. No significant interaction was observed between parental education and child's sex in predicting child IQ. However, a significant interaction was observed with age, showing that IQ decreases with age in children of parents with lower education, while it increases with age in children of parents with higher education. Our study underscores the pivotal influence of parental education on the IQ levels of children referred to mental healthcare services. Maternal education level was a stronger predictor of child IQ, potentially because mothers tend to be the primary caregivers. These findings suggest the need for targeted support programs for caregivers, particularly those with lower education levels, to facilitate the early detection of developmental challenges. Integrated education and healthcare efforts are crucial for equitable mental healthcare access.

Indexed as

Educational StatusIntelligenceMental Health ServicesParentsAdolescentChildChild, PreschoolCross-Sectional StudiesFemaleHumansIntelligence TestsMalePolandAvailability of mental healthcareCognitive developmentCounseling systemIntelligenceIQParental educational level

Identifiers

PMID39900630
PMCPMC11790822

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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.