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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Main Authors: Oh, Poong, Peh, Jia Wang, Schauf, Andrew
Other Authors: Wee Kim Wee School of Communication and Information
Format: Article
Language:English
Published: 2024
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Online Access:https://hdl.handle.net/10356/174699
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Institution: Nanyang Technological University
Language: English
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spelling 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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Social Sciences
Consensus
Emotion
spellingShingle Social Sciences
Consensus
Emotion
Oh, Poong
Peh, Jia Wang
Schauf, Andrew
The functional aspects of selective exposure for collective decision-making under social influence
description 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.
author2 Wee Kim Wee School of Communication and Information
author_facet Wee Kim Wee School of Communication and Information
Oh, Poong
Peh, Jia Wang
Schauf, Andrew
format Article
author Oh, Poong
Peh, Jia Wang
Schauf, Andrew
author_sort 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
title_sort functional aspects of selective exposure for collective decision-making under social influence
publishDate 2024
url https://hdl.handle.net/10356/174699
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