“…Fluid intelligence and the creativity of people's college majors had little to do with aesthetic chills scores; gender primarily predicted feeling touched rather than chills. A large literature shows that expertise moderates many aesthetic processes, such as how people perceive, understand, evaluate, and experience art ( Hekkert & van Wieringen, 1996a, Hekkert & van Wieringen, 1996bLocher, Smith, & Smith, 2001;Parsons, 1987;Silvia, 2006;Silvia & Berg, in press). People with more expertise in the arts reported feeling aesthetic chills more often, but it remains for future work to discern why.…”