bioRxivGeneticsPreprint
Parental Influence on Children's Educational Achievements: Analysing Direct and Indirect Genetic Effects through Trio-GCTA
Qingying PengiD, Espen Moen EilertseniD, Rosa CheesmaniD, Cornelius A. RietveldiD, Eivind YstrømiD, Alexandra HavdahliD
Abstract
Educational achievement is a key predictor of later-life outcomes, including financial security, social mobility, health, and mortality. Knowing its familial determinants, such as genetic predispositions, is crucial for understanding intergenerational educational mobility and addressing educational inequality. Here, we disentangle direct and indirect genetic effects on educational achievement using trio genome-wide complex trait analysis (Trio-GCTA). Leveraging up to 23,200 genotyped parent-offspring trios from the Norwegian Mother, Father, and Child Cohort Study (MoBa), we find that direct genetic effects explain 15-21% of the variance in educational achievements, including 8th-grade national assessments in Math, Reading, and English, and 10th-grade grade point average (GPA). Notably, indirect genetic effects additionally explain 7-15% of the variance. Both mothers and fathers exert notable influences, exceeding those suggested in previous studies. Moreover, positive gene-environment correlations between parents and offspring show that the intrafamilial environment and childrens genetic predisposition are dependent and mutually reinforcing.
- organism: human
- assay: GWAS summary statistics
- research focus: gene regulatory network inference
- research focus: benchmarking
- approach: statistical model
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Genetic nurture effects on education: a systematic review and meta-analysis
Biyao Wang, Jessie R. Baldwin, … Jean‐Baptiste Pingault·bioRxiv·Jan 15, 2021
- Direct and indirect effects of maternal, paternal, and offspring genotypes: Trio-GCTA
Espen Moen Eilertsen, Eshim S. Jami, … Eivind Ystrøm·Behavior GeneticsPeer-reviewed·Jan 2, 2021
- Using DNA from mothers and children to study parental investment in children’s educational attainment
Jasmin Wertz, Terrie E. Moffitt, … Avshalom Caspi·Child DevelopmentPeer-reviewed·Oct 28, 2019
- Estimating effects of parents' cognitive and non-cognitive skills on offspring education using polygenic scores
Perline Demange, Jouke‐Jan Hottenga, … Rosa Cheesman·Nature CommunicationsPeer-reviewed·Aug 23, 2022
- The intergenerational transmission of educational attainment: A closer look at the (interrelated) roles of paternal involvement and genetic inheritance
Renske Verweij, Renske Keizer·PLoS ONEPeer-reviewed·Dec 12, 2022
- Understanding indirect assortative mating and its intergenerational consequences for educational attainment
Hans Fredrik Sunde, Espen Moen Eilertsen, Fartein Ask Torvik·Nature CommunicationsPeer-reviewed·Jun 6, 2025