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The_Effect_of_Exposure_to__Non__Like_Minded_Information_on_the_Use_of_Political_Incivility_on_Twitter.pdf (174.3 kB)
The Effect of Exposure to (Non-)Like-Minded Information on the Use of Political Incivility on Twitter
preprintposted on 2022-08-10, 21:10 authored by Kohei NishiKohei Nishi
Does exposure to like- and non-like-minded information lead to political incivility? Few previous studies have investigated this question, and the results have been mixed. There are two conflicting possibilities: (i) if individuals are frequently exposed to like-minded political information, their preexisting beliefs are reinforced and they are more likely to use uncivil language, and (ii) if individuals are frequently exposed to non-like-minded information, they often feel negative emotions and therefore are more likely to be uncivil. To evaluate these two competing hypotheses, the present study analyzes data from Japanese Twitter using a semi-supervised machine learning method. The results show that individuals who are exposed to non-like-minded information are more prone to political incivility.
Declaration of conflicts of interestThe author declares no conflicts of interest associated with this manuscript.
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