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Updated: Jan 14, 2026

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
The genetic lottery goes to school: Better schools compensate for the effects of students' genetic differences
Rosa Cheesman1,2, Nicolai Borgen3,4, Astrid M J Sandsør3,4
1The PROMENTA Center, Department of Psychology, University of Oslo, Oslo 0317, Norway.
Abstract:
In this paper, we investigate whether better schools can compensate for the effects of children's genetic differences. To this end, we combine data from the Norwegian Mother, Father, and Child Cohort Study (MoBa) with Norwegian register data to estimate the interaction between measures of children's predisposition to education and school quality. We use MoBa's genetic data to compute polygenic indices for educational attainment (PGIEA). Importantly, MoBa includes genetic data on mother-father-child trios, allowing us to identify causal genetic effects using within-family variation. We calculate school value-added measures from Norwegian register data, allowing us to causally estimate school quality effects. Leveraging the advantages of both data sources, we provide a causally identified study of gene-environment interactions in the school context. We find evidence for substitutability of PGIEA and school quality in reading but not numeracy: A 1 SD increase of school quality decreases the impact of a 1 SD increase of PGIEA on reading test scores by 6%. The substitutability arises through gains of students at the lower end of the PGIEA distribution. This suggests that investments in school quality may help reduce educational inequalities arising from genetic differences between students.
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