Modeling confirmation bias and polarization

Modeling confirmation bias and polarization

Online users tend to select claims that adhere to their system of beliefs and to ignore dissenting information. Confirmation bias, indeed, plays a pivotal role in viral phenomena. Furthermore, the wide availability of content on the web fosters the aggregation of likeminded people where debates tend to enforce group polarization. Such a configuration might alter the public debate and thus the f...

Banker Compensation and Confirmation Bias

Con…rmation bias refers to cognitive errors that bias one towards one’s own prior beliefs. A vast empirical literature documents its existence and psychologists identify it as one of the most problematic aspects of human reasoning. In this paper, we present three related scenarios where rational behaviour leads to outcomes that are observationally equivalent to di¤erent types of conformation bi...

Disfluency disrupts the confirmation bias

Opinion Dynamics with Confirmation Bias

BACKGROUND Confirmation bias is the tendency to acquire or evaluate new information in a way that is consistent with one's preexisting beliefs. It is omnipresent in psychology, economics, and even scientific practices. Prior theoretical research of this phenomenon has mainly focused on its economic implications possibly missing its potential connections with broader notions of cognitive science...

Confirmation Bias and the Sexual Double Standard

In contemporary Western societies it is widely believed that there is a sexual double standard such that men are rewarded for sexual activity, whereas women are derogated for sexual activity. This pervasive belief may result in a confirmation bias such that people tend to notice information that confirms the double standard and fail to notice information that refutes it. Two studies were conduc...