If the door is open and you lift the handle is this still stiff? If not then the bolts are not lining up with the keep in the frame. On pcv doors there are usually adjusters that can be turned to lift or drop the door to line up the extending bolts.
If the the handle is still stiff then you may need a new locking strip.
D.B.Locksniths, February 2011