The best way to remove a blub that has broken off at the base is to use a raw potato. Cut the potato in half and, with the light switch turned off, shove the raw edge of the potato onto the socket. The potato should grip the broken portion of the bulb and allow you to twist the bulb out easily. Replace the bulb as you would normally after making sure all potato residue is removed from the light socket.