A study by the Cato Institute has found that immigrants have reduced federal deficits by $14.5 trillion since 1994. The study also suggests that immigrants pay higher-than-average taxes, although it notes higher welfare participation among this group. The research appears to contradict the notion that immigration increases the national debt, with some outlets interpreting the findings as evidence that immigrants are subsidizing the US government.