The sample consisted of 74 companies that manipulated earnings and all Compustat companies
matched by two-digit SIC numbers for which data were available for the 1982–92 period. The 74 earnings manipulators were either companies subject to the SEC’s accounting enforcement actions or were identified as manipulators by the news media.