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Hedonism as a motive for information search: biased information-seeking leads to biased beliefs
Confirmation bias in information-search contributes to the formation of polarized echo-chambers of beliefs. However, the role of valence on information source selection remains poorly understood. In Experiment 1, participants won financial rewards depending on the outcomes of a set of lotteries. The...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902457/ https://www.ncbi.nlm.nih.gov/pubmed/36747063 http://dx.doi.org/10.1038/s41598-023-29429-8 |
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author | Jiwa, Matthew Cooper, Patrick S. Chong, Trevor T-J. Bode, Stefan |
author_facet | Jiwa, Matthew Cooper, Patrick S. Chong, Trevor T-J. Bode, Stefan |
author_sort | Jiwa, Matthew |
collection | PubMed |
description | Confirmation bias in information-search contributes to the formation of polarized echo-chambers of beliefs. However, the role of valence on information source selection remains poorly understood. In Experiment 1, participants won financial rewards depending on the outcomes of a set of lotteries. They were not shown these outcomes, but instead could choose to view a prediction of each lottery outcome made by one of two sources. Before choosing their favoured source, participants were first shown a series of example predictions made by each. The sources systematically varied in the accuracy and positivity (i.e., how often they predicted a win) of their predictions. Hierarchical Bayesian modeling indicated that both source accuracy and positivity impacted participants’ choices. Importantly, those that viewed more positively-biased information believed that they had won more often and had higher confidence in those beliefs. In Experiment 2, we directly assessed the effect of positivity on the perceived credibility of a source. In each trial, participants watched a single source making a series of predictions of lottery outcomes and rated the strength of their beliefs in each source. Interestingly, positively-biased sources were not seen as more credible. Together, these findings suggest that positively-biased information is sought partly due to the desirable emotional state it induces rather than having enhanced perceived credibility. Information sought on this basis nevertheless produced consequential biased beliefs about the world-state, highlighting a potentially key role for hedonic preferences in information selection and subsequent belief formation. |
format | Online Article Text |
id | pubmed-9902457 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99024572023-02-08 Hedonism as a motive for information search: biased information-seeking leads to biased beliefs Jiwa, Matthew Cooper, Patrick S. Chong, Trevor T-J. Bode, Stefan Sci Rep Article Confirmation bias in information-search contributes to the formation of polarized echo-chambers of beliefs. However, the role of valence on information source selection remains poorly understood. In Experiment 1, participants won financial rewards depending on the outcomes of a set of lotteries. They were not shown these outcomes, but instead could choose to view a prediction of each lottery outcome made by one of two sources. Before choosing their favoured source, participants were first shown a series of example predictions made by each. The sources systematically varied in the accuracy and positivity (i.e., how often they predicted a win) of their predictions. Hierarchical Bayesian modeling indicated that both source accuracy and positivity impacted participants’ choices. Importantly, those that viewed more positively-biased information believed that they had won more often and had higher confidence in those beliefs. In Experiment 2, we directly assessed the effect of positivity on the perceived credibility of a source. In each trial, participants watched a single source making a series of predictions of lottery outcomes and rated the strength of their beliefs in each source. Interestingly, positively-biased sources were not seen as more credible. Together, these findings suggest that positively-biased information is sought partly due to the desirable emotional state it induces rather than having enhanced perceived credibility. Information sought on this basis nevertheless produced consequential biased beliefs about the world-state, highlighting a potentially key role for hedonic preferences in information selection and subsequent belief formation. Nature Publishing Group UK 2023-02-06 /pmc/articles/PMC9902457/ /pubmed/36747063 http://dx.doi.org/10.1038/s41598-023-29429-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Jiwa, Matthew Cooper, Patrick S. Chong, Trevor T-J. Bode, Stefan Hedonism as a motive for information search: biased information-seeking leads to biased beliefs |
title | Hedonism as a motive for information search: biased information-seeking leads to biased beliefs |
title_full | Hedonism as a motive for information search: biased information-seeking leads to biased beliefs |
title_fullStr | Hedonism as a motive for information search: biased information-seeking leads to biased beliefs |
title_full_unstemmed | Hedonism as a motive for information search: biased information-seeking leads to biased beliefs |
title_short | Hedonism as a motive for information search: biased information-seeking leads to biased beliefs |
title_sort | hedonism as a motive for information search: biased information-seeking leads to biased beliefs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902457/ https://www.ncbi.nlm.nih.gov/pubmed/36747063 http://dx.doi.org/10.1038/s41598-023-29429-8 |
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