Mohseni, Aydin and O'Connor, Cailin and Weatherall, James Owen (2022) The Best Paper You'll Read Today: Media Biases and the Public Understanding of Science. [Preprint]
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Abstract
Scientific curation, where scientific evidence is selected and shared, is essential to public belief formation about science. Yet common curation practices can distort the body of evidence the public sees. Focusing on science journalism, we employ computational models to investigate how such distortions influence public belief. We consider these effects for agents with and without confirmation bias. We find that standard journalistic practices can lead to significant distortions in public belief; that pre-existing errors in public belief can drive further distortions in re-
porting; that practices that appear relatively unobjectionable can produce serious epistemic harm; and that, in some cases, common curation practices related to
fairness and extreme reporting can lead to polarization.
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Item Type: | Preprint | ||||||||||||
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Keywords: | journalism; social media; curation; public understanding of science | ||||||||||||
Subjects: | General Issues > Rhetoric of Science General Issues > Science and Society General Issues > Science Education General Issues > Science and Policy General Issues > Social Epistemology of Science General Issues > Values In Science |
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Depositing User: | James Owen Weatherall | ||||||||||||
Date Deposited: | 24 Dec 2022 16:04 | ||||||||||||
Last Modified: | 24 Dec 2022 16:04 | ||||||||||||
Item ID: | 21587 | ||||||||||||
Subjects: | General Issues > Rhetoric of Science General Issues > Science and Society General Issues > Science Education General Issues > Science and Policy General Issues > Social Epistemology of Science General Issues > Values In Science |
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Date: | 2022 | ||||||||||||
URI: | https://philsci-archive.pitt.edu/id/eprint/21587 |
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