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Beyond the filter bubble

2013/04/27 by Q. Vera Liao, Wai‐Tat Fu · 91 citations
Computer Science · Engineering · Psychology · Social Sciences · #Computer science #Engineering #Filter (signal processing) #Hate Speech and Cyberbullying Detection #Moderation #Perception #Psychology #Selection (genetic algorithm) #Situation awareness #Situational ethics #Social Media and Politics #Social and Intergroup Psychology #Social psychology

paper · doi:10.1145/2470654.2481326

openalex publication_date 2013/04/27 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/29

Abstract

We investigated participants' preferential selection of information and their attitude moderation in an online environment. Results showed that even when opposing views were presented side-to-side, people would still preferentially select information that reinforced their existing attitudes. Preferential selection of information was, however, influenced by both situational (e.g., perceived threat) and personal (e.g., topic involvement) factors. Specifically, perceived threat induced selective exposure to attitude consistent information for topics that participants had low involvement. Participants had a higher tendency to select peer user opinions in topics that they had low than high involvement, but only when there was no perception of threat. Overall, participants' attitudes were moderated after being exposed to diverse views, although high topic involvement led to higher resistance to such moderation. Perceived threat also weakened attitude moderation, especially for low involvement topics. Results have important implication to the potential effects of "information bubble" - selective exposure can be induced by situational and personal factors even when competing views are presented side-by-side.

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