Natural direct effect Created 2026-10-03 Updated 2026-11-05
One natural direct effect is
which changes exposure while holding the mediator at its natural value under no exposure.
Causal mediation analysis decomposes the total causal effect of an exposure into a pathway operating through a mediator and a pathway not operating through that mediator. Let be the potential mediator under exposure , and let be the potential outcome under exposure with mediator set to . One conventional decomposition uses
for the natural direct effect, and
for the natural indirect effect. In words, the direct effect changes exposure while holding the mediator at the value it would naturally have under no exposure; the indirect effect changes only that natural mediator value while holding exposure fixed at one.