Face Value: Who is more likely to have committed a violent crime?

In Face Value: The Irresistible Influence of First Impressions, Princeton professor of psychology Alexander Todorov delves into the science of first impressions. Throughout the month of May, we’ll be sharing examples of his research. 




The face on the right was manipulated to be perceived as more criminal looking and the face on the left as less criminal looking.

Note that these immediate impressions need not be grounded in reality. They are our visual stereotypes of what constitutes criminal appearance. Note also the large number of differences between the two faces: shape, color, texture, individual features, placement of individual features, and so on. Yet we can easily identify global characteristics that differentiate these faces. More masculine appearance makes a face appear more criminal. In contrast, more feminine appearance makes a face appear less criminal. But keep in mind that it is impossible to describe all the variations between the two faces in verbal terms.

Based on research reported in

  1. Funk, M. Walker, and A. Todorov (2016). “Modeling perceived criminality and remorse in faces using a data-driven computational approach.” Cognition & Emotion, http://dx.doi.org/10.1080/02699931.2016.1227305.



This post is part of a series, explore additional posts here<< Face Value: Man or Woman?Face Value: Can you recognize the celebrities? >>