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This site provides information on actual (e.g. recall expenses, legal expenses) and opportunity costs (loss of goodwill, sales, stock value) to a company when the company has a product recall, for example, under Consumer Product Safety Commission requirements.  Data shows that these costs can be substantial.  A former economist at the Consumer Product Safety Commission, and others, wrote this article.