Some challenges linking medication adherence to medical cost offsets include the potential of reverse causality, omitted variable bias, how adherence is measured between studies, and the outdated nature of some of the most-cited literature, said Ben Urick, PharmD, PhD, principal health outcomes researcher at Prime Therapeutics.