Health services researchers face growing clinical and policy imperatives for estimating how the effectiveness of medical and public health interventions vary across patients, population groups, and community settings. Recent advances in local instrumental variables estimation techniques allow for the estimation of person-specific and community-specific treatment effects in the presence of unobserved heterogeneity. This presentation explores examples from both medicine and public health following the local IV methods developed by Basu et al. (2013).