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What Causes What
Socioeconomic status

Educational attainment

years or ISCED level

Years or credentials. Confounds health behavior, income, and almost every biomarker.

Education is both a cause (health literacy, time preference) and a collider (healthy, conscientious people stay in school). Conditioning on it blindly can open or close backdoors depending on the query.

Also called schooling, credentials.

Incident edges

Cases

Sources