1. As everyone else has said, turn left and right whilst pulling on handle. May have to turn more than usual.
2. Once open, tighten the two phillips screws holding the latch to the glovebox door. Even if they don't feel loose, tighten them -- even a little makes a big difference in the latch being easy to open. Good luck.