But to answer your question directly, it's because the financial crisis and the massive deleveraging it caused effectively sucked a lot of money from the world economies. In the absence of QE we would've seen a painful, grinding deflation like Japan went through during the 90s.
Central banks can print money to increase the monetary base, but that's directly offset by 1) the large destruction of financial value during the crisis and 2) the fact that people are just taking that money and sitting on it. The net effect is less leverage in the system and not much effective change in liquidity.
Note that less leverage is a good thing in this case -- it makes banks less likely to go bankrupt, and makes a repeat of the '08 crisis much less likely.
http://www.investopedia.com/articles/investing/022615/why-di...