If someone else has this problem, even after putting a new needle in with the flat side to the left and threading the needle from right to left, try checking under the throat plate.
There's a little indentation there that the finger of the bobbin case holder is supposed to sit in. If the finger isn't in that indentation, you'll get skipped stitches.
Anne in Vancouver, Canada