Problem: The advertising manager of a large firm asked you, the vice president of marketing, to approve a $500,000 increase in the advertising budget for one of the company's brands. She predicts that the additional $500,000 in advertising will increase the brand's sales by $2,000,000. Even if you were 100 percent sure that her prediction was correct, what additional information would you still need before making a decision?