Sample versus Control Companies
The final sample consisted of 74 companies that manipulated earnings, which were matched to 2,332 Compustat nonmanipulators by two-digit SIC industry and year for which the financial statement data used in the model were available.
The distribution of manipulators by two-digit SIC groups indicates a concentration of companies in manufac-