"federal outlays grew very slowly, and as a share of the economy, they shrank dramatically -- from 21.4 percent to 18.2 percent"
This is what Chapman bases his entire theory on. The federal government never reduces spending. They reduce the rate of spending and call it a spending decrease. And Clinton showed a surplus only as a percentage of GDP thanks to the economic boom from the dot com bubble.