Surveys like the Current Population Survey poorly capture government transfers: matching CPS data to government records shows the survey captures only about half of food stamps actually paid out, not necessarily from shame but because respondents skip the laborious reporting of benefits, so official income/inequality data understate the well-being of the poor.