Sample manipulators typically overstated earnings by recording fictitious, unearned, or uncertain revenues, recording fictitious inventory, or improperly capitalizing costs. The context of earnings manipulation was an annual report or a 10-K
for about two-thirds of the sample and was a security offering prospectus (initial, secondary, debt offering) for the remaining third. Sample manipulators were relatively young growth companies,