Beauty In The Biased Eye Of The Beholder


When we pass through an art gallery, what determines our idea of beauty? A University of Sydney study of how people rate the aesthetics of each artwork shows part of our art is due to the painting you saw a few moments before.

The research, led by Ph.D. student Ms. Sujin Kim in the School of Psychology, shows that we don’t appreciate every painting in isolation. Instead, we carry a bias from the artwork just seen.

This bias is not the contrast effect you might intuitively think. A beautiful painting does not make the next one look less attractive but makes it more appealing.

Recency Matters

The study was supervised by Professor David Alais from the University of Sydney and Professor David Burr from the University of Florence, Italy. The work involved presenting a sequence of 40 paintings to 24 observers who were asked to rate each one using a slider to indicate how aesthetically appealing or attractive it was. The paintings were depicting scenery or still life.

“While it is often said that beauty is in the eye of the beholder, this is not the whole story — it partly depends on what was recently seen,"

Professor Alais said.

The first question the 24 observers were asked to respond to was whether they rated each painting independently of what they had just seen. The sequence was presented 20 times, with each run having a different random order.

Serial Dependence

In this way, a given painting was rated 20 times, but with a different random sequence preceding it. The data was clear: observers don’t judge each painting consistently but are biased by what they just saw.

“Many people naively suppose a kind of ‘contrast effect’ whereby a painting may look more attractive if it follows an unattractive painting,” Professor Alais said. “The surprising result was that the bias was a positive one: paintings were rated higher following an attractive painting, or lower, following unattractive ones."

The research refers to this effect as “serial dependence,” which describes a systemic bias towards recent past experience. Previous studies have found, many stimulus attributes — including orientation, numerosity, facial expression and attractiveness, and perceived slimness — are systematically biased towards recent experience.

“Perhaps art curators have known all along about the bias towards the recent past. They often keep the best pieces for last and build up to it. Our study shows this would ensure an accumulating effect and guarantee a big finish,"

Professor Alais said.

[1] Sujin Kim, David Burr, David Alais; Attraction to the recent past in aesthetic judgments: A positive serial dependence for rating artwork. Journal of Vision 2019;19(12):19. doi: