Evidence map›Paper›PMID 40060469›Full record

ArticlebioRxiv : the preprint server for biology2025

From genetic disposition to academic achievement: The mediating role of non-cognitive skills across development.

Quan Zhou, Wangjingyi Liao, Andrea G Allegrini, Kaili Rimfeld, Jasmin Wertz, Tim Morris, Laurel Raffington, Robert Plomin, Margherita Malanchini

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Quan ZhouSchool of Biological and Behavioural Sciences, Queen Mary University of London, London, UK.
Wangjingyi LiaoSchool of Biological and Behavioural Sciences, Queen Mary University of London, London, UK.
Andrea G AllegriniDivision of Psychology and Language Sciences, University College London, London, UK.
Kaili RimfeldSocial, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
Jasmin WertzSchool of Philosophy, Psychology and Language Sciences, The University of Edinburgh, Edinburgh, UK.
Tim MorrisCentre for Longitudinal Studies, Social Research Institute, University College London, London, UK.
Laurel RaffingtonMax Planck Research Group Biosocial - Biology, Social Disparities, and Development; Max Planck Center for Human Development, Berlin, Germany.
Robert PlominSocial, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
Margherita MalanchiniSchool of Biological and Behavioural Sciences, Queen Mary University of London, London, UK.ORCID 0000-0002-7257-6119

Funding

Colorado Adoption/Twin Study of Lifespan behavioral development & cognitive aging (CATSLife2)R01AG046938 · NIA · UNIVERSITY OF COLORADO · PI REYNOLDS, CHANDRA A, WADSWORTH, SALLY J · 2015 to 2024
$18.5M
NIA NIH HHS R01 AG046938
6 · The paper itself

Abstract

Genetic effects on academic achievement are likely to capture environmental, developmental, and psychological processes. How these processes contribute to translating genetic dispositions into observed academic achievement remains critically under-investigated. Here, we examined the role of non-cognitive skills-e.g., motivation, attitudes and self-regulation-in mediating education-associated genetic effects on academic achievement across development. Data were collected from 5,016 children enrolled in the Twins Early Development Study at ages 7, 9, 12, and 16, as well as their parents and teachers. We found that non-cognitive skills mediated polygenic score effects on academic achievement across development, and longitudinally, accounting for up to 64% of the total effects. Within-family analyses highlighted the contribution of non-cognitive skills beyond genetic, environmental and demographic factors that are shared between siblings, accounting for up to 83% of the total mediation effect, likely reflecting evocative/active gene-environment correlation. Our results underscore the role of non-cognitive skills in academic development in how children evoke and select experiences that align with their genetic propensity.

Identifiers

PMID40060469
PMCPMC11888423

What OpenQuestion holds

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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.