Does advertising help consumers to find the products they need or push them to buy products they don't need? In this … paper, we study the effects of advertising on consumer mistakes and quantify the resulting effect on consumer welfare in the …'s exposure to direct mail refinance advertising and their subsequent refinancing decisions. Even though on average borrowers …