Research funding has moved away from psychiatric treatment development, specifically, because it is viewed as having the potential for both "high gain and high risk." Such financial concerns take on great weight in light of the average $1.3 billion research and development cost and up to 15 years it takes to bring new medicines to patients. Additionally, psychiatric illnesses frequently lack the types of "hard, objective end points," which indicate treatment success in other areas of medicine; instead, their outcomes are often measured through more subjective patient ratings, Lieberman noted.