Alternative Measures of Direct and Indirect Effects

Understand

There are a number of measures of direct and indirect effects in the literature.

• They are suitable in some cases and unsuitable in others.
• We describe a case where the existing measures are unsuitable and propose new suitable ones.
• We also show that the new measures can partially handle unmeasured treatment-outcome confounding, and bound long-term effects by combining experimental and observational data.