I would say the difference is that a bad habit can be broken by will power. Alcoholism is when you might want to stop but cannot. When I first realized I had a serious problem with alcohol I wanted to stop drinking but could not do it. I had to have help to stop drinking.
Someone should be along shortly with a better explanation than I can manage.
Welcome to SR!