“Does Parental Education Influence Child Educational Outcomes? A Developmental Analysis in a Full-Population Sample and Adoptee Design”, Steven G. Ludeke, Miriam Gensowski, Sarah Y. Junge, Robert M. Kirkpatrick, Oliver P. John, Simon Calmar Andersen2021 (, ; similar)⁠:

Children’s educational outcomes are strongly correlated with their parents’ educational attainment. This finding is often attributed to the family environment—assuming, for instance, that parents’ behavior and resources affect their children’s educational outcomes. However, such inferences of a causal role of the family environment depend on the largely untested assumption that such relationships do not simply reflect genes shared between parent and child.

We examine this assumption with an adoptee design [n = 3,297 + 3,505 + 2,799] in full-population cohorts from Danish administrative data [population registry]. We test whether parental education predicts children’s educational outcomes in both biological and adopted children, looking at 4 components of the child’s educational development:

  1. the child’s Conscientiousness during compulsory schooling,

  2. academic performance in those same years,

  3. enrollment in academically challenging high schools, and

  4. graduation success.

Parental education was a substantial predictor of each of these child outcomes in the full population. However, little intergenerational correlation in education was observed in the absence of genetic similarity between parent and child—that is, among adoptees. Further analysis showed that what links adoptive parents’ education did have with later-occurring components such as educational attainment (4) and enrollment (3) appeared to be largely attributable to effects identifiable earlier in development, namely early academic performance (2).

The primary nongenetic mechanisms by which education is transmitted across generations may thus have their effects on children early in their educational development, even as the consequences of those early effects persist throughout the child’s educational development.

[Keywords: intergenerational transmission, educational outcomes, full-population studies, adoptees, behavior genetics]

Figure 2: Predicted differences in the probability of child’s high school completion and enrollment based on parental education. Shown are differences in probabilities (marginal effects) corresponding to a change of one standard deviation of parental education after estimating the binary outcome of completion/enrollment with logistics regression, with the 95% confidence intervals as whiskers. See full numerical results in Table 2.
Figure 3: Coefficients from regression of child academic performance and Conscientiousness on parental education (all standardized continuous variables). The estimates shown are regression coefficients of standardized parental education on standardized scores; full numerical results in Table 3. The 95%-confidence intervals are indicated as whiskers.