It is essential to distinguish between effect modification and confounding. While both involve third variables, their roles are distinct:
- Confounding: A confounding variable is associated with both the exposure and the outcome, thereby introducing a spurious association. - Effect Modifier: An effect modifier changes the magnitude or direction of the association between the exposure and the outcome but does not induce a spurious association.
