Bush inherited the recession part of Clinton's cycle as well.
The difference is that W was responsible for a recession that effectively started six months before he became President and he's still responsible for a recession that's continuing six years after he left office. So he's now been responsible for 14 12 years of economics when he spent 8 years as President. That's how liberal math works.
On every major measurement, the Census Bureau report shows that the country lost ground during Bush's two terms. While Bush was in office, the median household income declined, poverty increased, childhood poverty increased even more, and the number of Americans without health insurance spiked. By contrast, the country's condition improved on each of those measures during Bill Clinton's two terms, often substantially.
The Census' final report card on Bush's record presents an intriguing backdrop to today's economic debate. Bush built his economic strategy around tax cuts, passing large reductions both in 2001 and 2003. Congressional Republicans are insisting that a similar agenda focused on tax cuts offers better prospects of reviving the economy than President Obama's combination of some tax cuts with heavy government spending. But the bleak economic results from Bush's two terms, tarnish, to put it mildly, the idea that tax cuts represent an economic silver bullet.
Economists would cite many reasons why presidential terms are an imperfect frame for tracking economic trends. The business cycle doesn't always follow the electoral cycle. A president's economic record is heavily influenced by factors out of his control. Timing matters and so does good fortune.
Closing The Book On The Bush Legacy - The Atlantic