In the United States, every public firm must submit its annual financial statements to independent auditors, who then confirm that the company has conformed to Generally Accepted Accounting Principles (GAAP). Naturally, the publicly available data from this practice has fueled academic studies for decades. While these studies are certainly valuable, they’ve ignored the vast majority of firms in the U.S. since most are private and not beholden to the same regulations as public companies.
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