 Other research both confirms and disconfirms predictions that suggest that individual characteristics such as artistic expertise and training can produce a shift in the inverted U-shape distribution.A general trend shows that the relationship between image complexity and pleasantness ratings form an inverted-U shape graph (see Expertise section for exceptions).This means that people increasingly like art as it goes from very simple to more complex, until a peak, when pleasantness ratings being to fall again.