Conventional twin studies overestimate the environmental differences between families relevant to educational attainment

Tobias Wolfram; Damien Morris

doi:10.1038/s41539-023-00173-y

Conventional twin studies overestimate the environmental differences between families relevant to educational attainment

NPJ Sci Learn. 2023 Jul 17;8(1):24. doi: 10.1038/s41539-023-00173-y.

Authors

Tobias Wolfram^#^{1

2}, Damien Morris^#³

Affiliations

¹ Department of Sociology, University of Bielefeld, Niedersachen, Germany. twolfram.eisenach@gmail.com.
² Department of Sociology, ENSAE/CREST, Paris, France. twolfram.eisenach@gmail.com.
³ Social, Genetic & Developmental Psychiatry Centre, King's College London, London, United Kingdom.

^# Contributed equally.

Abstract

Estimates of shared environmental influence on educational attainment (EA) using the Classical Twin Design (CTD) have been enlisted as genetically sensitive measures of unequal opportunity. However, key assumptions of the CTD appear violated for EA. In this study we compared CTD estimates of shared environmental influence on EA with estimates from a Nuclear Twin and Family Design (NTFD) in the same 982 German families. Our CTD model estimated shared environmental influence at 43%. After accounting for assortative mating, our best fitting NTFD model estimated shared environmental influence at 26%, disaggregating this into twin-specific shared environments (16%) and environmental influences shared by all siblings (10%). Only the sibling shared environment captures environmental influences that reliably differ between families, suggesting the CTD substantially overestimates between-family differences in educational opportunity. Moreover, parental education was found to have no environmental effect on offspring education once genetic influences were accounted for.