TY - GEN
T1 - On The Role of Social Identity in the Market for (Mis)information
AU - Hebbar, Vijeth
AU - Langbort, Cedric
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Motivated by recent works in the communication and psychology literature, we model and study the role social identity - a person's sense of belonging to a group - plays in human information consumption. A hallmark of Social Identity Theory (SIT) is the notion of 'status', i.e., an individual's desire to enhance their and their 'in-group's' utility relative to that of an 'out-group'. In the context of belief formation, this comes off as a desire to believe positive news about the in-group and negative news about the out-group, which has been empirically shown to support belief in misinformation and false news.We model this phenomenon as a Stackelberg game being played over an information channel between a news-source (sender) and news-consumer (receiver), with the receiver incorporating the 'status' associated with social identity in their utility, in addition to accuracy. We characterize the strategy that must be employed by the sender to ensure that its message is trusted by receivers of all identities while maximizing accuracy of information. We show that, as a rule, this optimal quality of information at equilibrium decreases when a receiver's sense of identity increases. Our work supports the perspective that identity based reasoning among receivers is a motivating factor in encouraging media slant. We further demonstrate how extensions of our model can be used to quantitatively estimate the level of importance given to identity in a population.
AB - Motivated by recent works in the communication and psychology literature, we model and study the role social identity - a person's sense of belonging to a group - plays in human information consumption. A hallmark of Social Identity Theory (SIT) is the notion of 'status', i.e., an individual's desire to enhance their and their 'in-group's' utility relative to that of an 'out-group'. In the context of belief formation, this comes off as a desire to believe positive news about the in-group and negative news about the out-group, which has been empirically shown to support belief in misinformation and false news.We model this phenomenon as a Stackelberg game being played over an information channel between a news-source (sender) and news-consumer (receiver), with the receiver incorporating the 'status' associated with social identity in their utility, in addition to accuracy. We characterize the strategy that must be employed by the sender to ensure that its message is trusted by receivers of all identities while maximizing accuracy of information. We show that, as a rule, this optimal quality of information at equilibrium decreases when a receiver's sense of identity increases. Our work supports the perspective that identity based reasoning among receivers is a motivating factor in encouraging media slant. We further demonstrate how extensions of our model can be used to quantitatively estimate the level of importance given to identity in a population.
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U2 - 10.1109/CDC51059.2022.9993142
DO - 10.1109/CDC51059.2022.9993142
M3 - Conference contribution
AN - SCOPUS:85147007213
T3 - Proceedings of the IEEE Conference on Decision and Control
SP - 2512
EP - 2518
BT - 2022 IEEE 61st Conference on Decision and Control, CDC 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 61st IEEE Conference on Decision and Control, CDC 2022
Y2 - 6 December 2022 through 9 December 2022
ER -