Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
harder to justify. For example, 3b assumes no negative impact (i.e., the intervention is known to be neutral or positive), and 3c assumes that the subjects can, to some degree, foresee the outcome of their actions. In any case, they can and should be justified based on evidence, and supported by