The functional aspects of selective exposure for collective decision-making under social influence
Opinion diversity is crucial for collective decision-making, but maintaining it becomes challenging in the face of social influence. We propose selective exposure as an endogenous mechanism that preserves opinion diversity by forming exclusive subgroups of like-minded individuals, or echo chambers,...
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sg-ntu-dr.10356-1746992024-04-14T15:33:53Z The functional aspects of selective exposure for collective decision-making under social influence Oh, Poong Peh, Jia Wang Schauf, Andrew Wee Kim Wee School of Communication and Information Social Sciences Consensus Emotion Opinion diversity is crucial for collective decision-making, but maintaining it becomes challenging in the face of social influence. We propose selective exposure as an endogenous mechanism that preserves opinion diversity by forming exclusive subgroups of like-minded individuals, or echo chambers, which have been often perceived as an obstacle to achieving collective intelligence. We consider situations where a group of agents collectively make decisions about the true state of nature with the assumption that agents update their opinions by adopting the aggregated opinions of their information sources (i.e., naïve learning), or alternatively, replace incongruent sources with more like-minded others without adjusting their opinions (i.e., selective exposure). Individual opinions at steady states reached under these dynamics are then aggregated to form collective decisions, and their quality is assessed. The results suggest that the diversity-reducing effects of social influence are effectively confined within subgroups formed by selective exposure. More importantly, strong propensities for selective exposure maintain the quality of collective decisions at a level as high as that achieved in the absence of social influence. In contrast, naïve learning allows groups to reach consensuses, which are more accurate than initial individual opinions, but significantly undermines the quality of collective decisions. Ministry of Education (MOE) Published version This research was funded by the Ministry of Education of Singapore (Grant Number: 022240-00001). 2024-04-08T02:23:37Z 2024-04-08T02:23:37Z 2024 Journal Article Oh, P., Peh, J. W. & Schauf, A. (2024). The functional aspects of selective exposure for collective decision-making under social influence. Scientific Reports, 14(1), 6412-. https://dx.doi.org/10.1038/s41598-024-56868-8 2045-2322 https://hdl.handle.net/10356/174699 10.1038/s41598-024-56868-8 38494508 2-s2.0-85187952169 1 14 6412 en 022240-00001 Scientific Reports © The Author(s) 2024. Open Access. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. application/pdf |
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Social Sciences Consensus Emotion Oh, Poong Peh, Jia Wang Schauf, Andrew The functional aspects of selective exposure for collective decision-making under social influence |
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Opinion diversity is crucial for collective decision-making, but maintaining it becomes challenging in the face of social influence. We propose selective exposure as an endogenous mechanism that preserves opinion diversity by forming exclusive subgroups of like-minded individuals, or echo chambers, which have been often perceived as an obstacle to achieving collective intelligence. We consider situations where a group of agents collectively make decisions about the true state of nature with the assumption that agents update their opinions by adopting the aggregated opinions of their information sources (i.e., naïve learning), or alternatively, replace incongruent sources with more like-minded others without adjusting their opinions (i.e., selective exposure). Individual opinions at steady states reached under these dynamics are then aggregated to form collective decisions, and their quality is assessed. The results suggest that the diversity-reducing effects of social influence are effectively confined within subgroups formed by selective exposure. More importantly, strong propensities for selective exposure maintain the quality of collective decisions at a level as high as that achieved in the absence of social influence. In contrast, naïve learning allows groups to reach consensuses, which are more accurate than initial individual opinions, but significantly undermines the quality of collective decisions. |
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Wee Kim Wee School of Communication and Information |
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Wee Kim Wee School of Communication and Information Oh, Poong Peh, Jia Wang Schauf, Andrew |
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Article |
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Oh, Poong Peh, Jia Wang Schauf, Andrew |
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Oh, Poong |
title |
The functional aspects of selective exposure for collective decision-making under social influence |
title_short |
The functional aspects of selective exposure for collective decision-making under social influence |
title_full |
The functional aspects of selective exposure for collective decision-making under social influence |
title_fullStr |
The functional aspects of selective exposure for collective decision-making under social influence |
title_full_unstemmed |
The functional aspects of selective exposure for collective decision-making under social influence |
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functional aspects of selective exposure for collective decision-making under social influence |
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2024 |
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https://hdl.handle.net/10356/174699 |
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1800916199292272640 |