Know Thy R&D Enemy: The Key to Fighting Attrition

By and large, drug companies have sharply reduced their emphasis on novel targets and, they assume, pipeline risk. But detailed analysis shows that more important risk-reducers are the molecular approach (biologics targeting novel mechanisms fail less frequently than small molecules targeting precedented mechanisms) therapeutic approach (targeted is less risky than broad), therapeutic area, and stage of development.