Understanding Treatment Effect Estimates When Treatment Effects Are Heterogeneous for More Than One Outcome.

If estimator assumptions are valid, estimates across outcomes can be used to assess the optimality of treatment rates in a study population. However, because true treatment effect parameters are sensitive to correlations of treatment effects across outcomes, decision makers should be cautious about generalizing estimates to other populations.