Stupidity, unlike ignorance, refers to not using the brains we have. It involves not merely the lack of information (we call that "ignorance"), it refers to failing to use the brains and critical thinking skills that distinguishes our species.
M.Hall, B.Bodenhamer. "Mind-Lines. Lines For Changing Minds"