<…> You need to delete everything on both fields (Q&A) > Enter your "Current Password" > Click "Change profile" button <…>
I had this step (deleting my secret question) pending for ages, and it has not been until now that I’ve gone ahead with it. Just a minor observation: Since the Answer is displayed as blank, you can’t really delete the content of the field. I therefore deleted the question, assumed that the answer deletion would be deleted, and hoped for the best. Logging out and back in again works fine, so I figure that was all that was required.