Sunk costs are expenses that have already been incurred and cannot be recovered. They play a critical role in decision-making, as they often influence individuals and organizations to continue investing in a project or venture, even when it may no longer be financially viable. Recognizing sunk costs helps to avoid the common psychological trap of throwing good money after bad.