High rates of medication non-adherence have significant public health and economic consequences. In other contexts such as savings behavior, opt-out policies, in which the alternative preferred by the policy maker is made the default, have gotten great traction but may not be feasible in health care settings. After reviewing previous applications, we present a series of studies, including two f...