The average level of food stamp benefits among each group of households as reported in the CPS is then adjusted upward by this ratio to compensate for the underreporting.[89] This is a conservative assumption with respect to unlawful immigrant households, since those households might have a higher tendency to underreport benefits, particularly if the benefit was obtained unlawfully.