Stubbornness is not persistence. Stubbornness implies you intend to persist despite plentiful evidence that you should not. A stubborn person fears to be shown he or she is wrong. A persistent person is convinced that he or she has been right all along, and that the proof lies just around the corner. That with just a little further effort, the veil of failure will be torn away to reveal success.
