“…Demographic (e.g., age and gender) and psychographic characteristics (e.g., shopping styles and opinion leadership) have been found to affect search behavior and brand preference/choice (e.g., Beaudoin & Lachance, 2006;Beaudoin, Lachance, & Robitaille, 2003;Hogg, Bruce, & Hill, 1998;Nysveen, Pedersen, & Thorbjørnsen, 2005).…”