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 1982-1992 period. The 74 earnings manipulators were either companies subject to the SEC's accounting enforcement actions or were identified as manipulators by the new media.