Fig. 3

Interpreting the complier average causal effect (CACE)

The causal effect estimated by IV analyses is strictly only applicable to the “complier” subgroup. Although not observable, it is critical to conceptually distinguish this group from other unobserved subgroups like “always takers” and “never takers.” An underlying assumption of IV analyses is that there are no “defiers”