If you are a heavy user of Spaces with multiple displays, then you have likely found that the new “full screen improvements” in Mavericks are a giant leap backwards. To get the old behavior back, just go to Mission Control in the System Preferences and uncheck the box labeled “Displays have separate Spaces.”

Source: Mac OSX Hints