Although integrating physical and behavioral health services has been shown to improve outcomes and reduce spending, it has failed to take hold. In a JAMA Viewpoint (June 4, 2015), Commonwealth Fund–supported authors say that the missing link to increased adoption of this model may be quality measures for assessing and rewarding well-integrated care.