The last time that happened to me it was because the needle was bent. I couldn't even tell it was bent. It only bent a tiny bit towards the bottom and it was barely noticeable. Once I changed it, all was well.
I know you mentioned the needle is new, but apparently mine was bent when I got it or during the fist row of the quilted potholder I did.
Lynette