There are two things that have given me this problem. You said you changed the needle and rethreaded it. Did you rethread the top completely? Mine sometimes slips out of the up and down loop and that makes a mess.
Also, did you make sure that the little arm, on the walking foot, is resting on the needle screw? My girlfriend kept forgetting this part an it made the walking foot not work correctly. Good luck!! Ann