Author(s)
Atticus Bolyard
Peter Savelyev

Based on the sample of National Longitudinal Study of Adolescent to Adult Health (Add Health), we investigate the formation of health capital and the role played by genetic endowments, parental SES, and education. To measure genetic endowments we take advantage of the new availability of quality polygenic indexes (PGIs), which are optimally-weighted summaries of individual molecular genetic data. Our main focus is on the Educational Attainment Polygenic Index (EA PGI), which is designed to predict the highest level of education achieved in life. We find that the EA PGI demonstrates stronger effects on health and health behaviors for subjects with high parental socioeconomic status (SES). These effects are only partially explained by education as a mechanism. We provide suggestive evidence for the mechanisms behind estimated relationships, including early health, skills, and the parents’ and child’s own attitudes towards education, as well as outcomes related to occupation and wealth. We also show that a strong association between education and health-related outcomes survives controlling for a large set of PGIs that predict health and education, with only a modest reduction in regression coefficients despite controlling for major expected confounders. This result informs the ongoing debate about the causal relationship between education and health and the mechanisms behind this relationship.

Publication Type
Working Paper
File Description
Fourth version, November 17, 2023
JEL Codes
I12: Health Production
I14: Health and Inequality
I24: Education and Inequality
J24: Human Capital; Skills; Occupational Choice; Labor Productivity
Keywords
health
health behavior
polygenic index
PGI
polygenic score
PGS
educational attainment
parental socioeconomic status
Child Development
education
mediators
Add Health