A statewide pay-for-performance intervention based on a set of guidelines called Choosing Wisely reduced rates of inappropriate antibiotic prescriptions to treat acute respiratory tract infections by an average of 18 percentage points, from 43% to 25%, across two large Los Angeles safety net hospitals.