Gender Bias Sways How We Perceive Competence in Faces

Faces that are seen as competent are also perceived as more masculine, according to research published in Psychological Science, a journal of the Association for Psychological Science.

“Our research sheds light on the pernicious gender bias in how we perceive others — we judge masculine looking people as competent, a judgment that can affect our leadership choices,” explains psychology researcher DongWon Oh of Princeton University, first author on the research.

Oh and coauthors Elinor A. Buck and Alexander Todorov were interested in identifying the “visual ingredients” that influence how we perceive competence from individuals’ appearance.

To do this, the researchers used a computational model of competence that they had established in previous research. Using participant ratings of many different faces, the researchers identified the parameters that were most reliably associated with impressions of competence. They then built a model that allowed them to digitally alter face stimuli according to these specific parameters, producing faces that varied in perceived competence.

In one online experiment, the researchers used this model to present 33 participants with face stimuli that varied in competence. Some participants rated how competent the faces were, while others rated their attractiveness. The results showed that the faces designed to look more competent were rated as such, and they were also rated as more attractive, consistent with the “attractiveness halo” found in previous research.

But Oh and colleagues suspected that there were probably other components of appearance that signal competence.

“Using the computational methods we developed for visualizing appearance stereotypes, we can literally remove the attractiveness of the competent-looking faces,” says Oh. “We can then test whether ‘competent’ faces still appear competent and inspect what visual properties other than attractiveness drive the competence impressions.”

Using this new model, the researchers found that participants perceived more competent faces as more confident and more masculine, impressions that are not explained by attractiveness.

Another online experiment revealed a clear gender bias: When participants were asked to identify faces as either or female, they tended to rate more competent faces as male and less competent faces as female.

Together, these findings suggest that competence and masculinity are correlated components of first impressions based on appearance.

To investigate whether this relationship operates similarly for male faces and female faces, the researchers manipulated photorealistic images of male and female faces so that they varied in masculinity. They randomly assigned 250 online participants to rate the competence of either male faces or female faces.

Again, the data suggested a gender bias in first impressions: As male faces increased in masculinity, so did their perceived competence. For female faces, this relationship only held up to a point, after which more masculine female faces were actually perceived as less competent.

This is noteworthy because impressions of competence influence who we choose as our leaders: Research has shown that individuals with more competent-looking faces are more likely to be elected as high-ranking politicians such as US senators and as the heads of large companies.

“Problematically, how competent someone appears does not guarantee their actual competence,” Oh notes. “Needless to say, these gender biases pose a threat to social justice, creating unfair environments for everyone.”

The researchers hope to expand on this research, exploring the origins of this gender bias and how the bias might be mitigated. In addition, they are investigating whether there are systematic differences in the impressions we have of male and female faces.

All data and materials have been made publicly available via the Open Science Framework. This article has received the badges for Open Data and Open Materials.


I wonder if this has more to do with how we handle appearance of age and virility. Men often look closer to their actual age. Women often take efforts to look young and we often conflate youth with beauty; particularly with women. However you typically don’t look at a young person and say “competent leader!”. We also don’t think of a frail looking person as competent (fair or not we’re pretty hard-wired that way).

So if women often look either very young or older and less with less virility, that doesn’t bode well.

By comparison if men look to be middle aged but still physically energetic/capable that is a clear “looks” impression advantage.

If we apply that consideration the only practical way around it (short of rewriting 1000s of years of genetic hard-wiring that pre-disposes humans x way) is for us to stop people from prioritizing women to look young. Even then I doubt it will be quite that simple and unlikely to hit that magical 50/50 mark.

So then, should all interviews be conducted without visuals? Text based? Voice filters? At what point do we crystallize objectivity while still keeping a practical process? I don’t have an answer to that.

Readers of this paper would be interested in the results of a study by Friedman and Zebrowitz (1992), which found similar results. Based on the fact that female faces are more neotenous (babyfaced) than male faces due to earlier cessation of pubertal growth in women, these authors manipulated the facial maturity of faces, using the lower tech methods available at that time. The results revealed that when faces showed the typical sexual dimorphism in babyfaceness, men received higher ratings than women on a composite variable that included 3 traits pertinent to competence: dominant, strong, shrewd. As female faces increased in facial maturity, they were perceived to increase in competence, and as male faces decreased, they were perceived to decrease. Notably, changes in rated masculinity of the faces tracked the manipulation of facial maturity and the attribution of competence. This is because facial masculinity and maturity are confounded in the real world. The extended maturation of male faces in their longer puberty creates a morphological difference between men and women that could be construed as a difference in either masculinity or maturity.

Why compare women with make-up and dresses (maybe jewelry) with men in suits and strictly professional attire. This study isn’t well-controlled and knowingly introduced additional variables that were not accounted for. Makes me wonder how much of the result is confirmation bias. Probably a significant amount.

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