“…So far, a number of theories are used to explain the formation of ITID within different contexts, such as self-efficacy 3 [24], [42], valence framework [35], theory of planned behavior [37], protection motivation theory [31], [38], person-environment fit [43], social identity, and role identity [28] to mention a few.…”