There are three aspects of credibility: character, competence, and caring. In this situation, character is what is being described. Due to realizing that you overstated what was actually used by mobile device users while watching tv and making it known there was a mistake, you are showing good character. Making sure you are honest with your work and findings demonstrates credibility in what you say.