Apparently, there are differences in approaching these questions depending if we are talking about plant or animal species. There is an extensive literature on the subject concerning naturalized plant species. The situation seems to be not so clear for animals. I am uncertain if the conditions and time periods involved are different among animal species, for instance, terrestrial versus aquatic species.