Fortunately, Apple just moved the setting to an obscure place in System Preferences. Just head to Universal Access » Mouse & Trackpad » Trackpad Options and enable 'Dragging (with/without) Drag Lock' (the second checkbox) to restore the old behavior.
[crarko adds: It also shows an iOS-like badge with the number of items that you are dragging.]