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Schooling substantially improves intelligence, but neither lessens nor widens the impacts of socioeconomics and genetics.

Nicholas JuddBruno SauceTorkel Klingberg
Published in: NPJ science of learning (2022)
Schooling, socioeconomic status (SES), and genetics all impact intelligence. However, it is unclear to what extent their contributions are unique and if they interact. Here we used a multi-trait polygenic score for cognition (cogPGS) with a quasi-experimental regression discontinuity design to isolate how months of schooling relate to intelligence in 6567 children (aged 9-11). We found large, independent effects of schooling (β ~ 0.15), cogPGS (β ~ 0.10), and SES (β ~ 0.20) on working memory, crystallized (cIQ), and fluid intelligence (fIQ). Notably, two years of schooling had a larger effect on intelligence than the lifetime consequences, since birth, of SES or cogPGS-based inequalities. However, schooling showed no interaction with cogPGS or SES for the three intelligence domains tested. While schooling had strong main effects on intelligence, it did not lessen, nor widen the impact of these preexisting SES or genetic factors.
Keyphrases
  • working memory
  • genome wide
  • attention deficit hyperactivity disorder
  • gene expression
  • transcranial direct current stimulation
  • dna methylation
  • mild cognitive impairment