Here is another useful tip left in the comments area under "Quitting an Application"
If you want to quit things really fast, hold down Command and then Tab through your open applications. When an application is highlighted, hit Q to quit it. (You're effectively using Command-Q.) If you get good with it, you can quit things very quickly.