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Collective effects of the cost of opinion change
We study the dynamics of opinion formation in the situation where changing opinion involves a cost for the agents. To do so we couple the dynamics of a heterogeneous bounded confidence Hegselmann–Krause model with that of the resources that the agents invest on each opinion change. The outcomes of t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7428050/ https://www.ncbi.nlm.nih.gov/pubmed/32796892 http://dx.doi.org/10.1038/s41598-020-70809-1 |
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author | Schawe, Hendrik Hernández, Laura |
author_facet | Schawe, Hendrik Hernández, Laura |
author_sort | Schawe, Hendrik |
collection | PubMed |
description | We study the dynamics of opinion formation in the situation where changing opinion involves a cost for the agents. To do so we couple the dynamics of a heterogeneous bounded confidence Hegselmann–Krause model with that of the resources that the agents invest on each opinion change. The outcomes of the dynamics are non-trivial and strongly depend on the different regions of the confidence parameter space. In particular, a second order phase transition, for which we determine the corresponding critical exponents, is found in the region where a re-entrant consensus phase is observed in the heterogeneous Hegselmann–Krause model. For regions where consensus always exist in the heterogeneous Hegselmann–Krause model, the introduction of cost does not lead to a phase transition but just to a continuous decrease of the size of the largest opinion cluster. Finally in the region where fragmentation is expected in the heterogeneous HK model, the introduction of a very small cost surprisingly increases the size of the largest opinion cluster. |
format | Online Article Text |
id | pubmed-7428050 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-74280502020-08-18 Collective effects of the cost of opinion change Schawe, Hendrik Hernández, Laura Sci Rep Article We study the dynamics of opinion formation in the situation where changing opinion involves a cost for the agents. To do so we couple the dynamics of a heterogeneous bounded confidence Hegselmann–Krause model with that of the resources that the agents invest on each opinion change. The outcomes of the dynamics are non-trivial and strongly depend on the different regions of the confidence parameter space. In particular, a second order phase transition, for which we determine the corresponding critical exponents, is found in the region where a re-entrant consensus phase is observed in the heterogeneous Hegselmann–Krause model. For regions where consensus always exist in the heterogeneous Hegselmann–Krause model, the introduction of cost does not lead to a phase transition but just to a continuous decrease of the size of the largest opinion cluster. Finally in the region where fragmentation is expected in the heterogeneous HK model, the introduction of a very small cost surprisingly increases the size of the largest opinion cluster. Nature Publishing Group UK 2020-08-14 /pmc/articles/PMC7428050/ /pubmed/32796892 http://dx.doi.org/10.1038/s41598-020-70809-1 Text en © The Author(s) 2020 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/. |
spellingShingle | Article Schawe, Hendrik Hernández, Laura Collective effects of the cost of opinion change |
title | Collective effects of the cost of opinion change |
title_full | Collective effects of the cost of opinion change |
title_fullStr | Collective effects of the cost of opinion change |
title_full_unstemmed | Collective effects of the cost of opinion change |
title_short | Collective effects of the cost of opinion change |
title_sort | collective effects of the cost of opinion change |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7428050/ https://www.ncbi.nlm.nih.gov/pubmed/32796892 http://dx.doi.org/10.1038/s41598-020-70809-1 |
work_keys_str_mv | AT schawehendrik collectiveeffectsofthecostofopinionchange AT hernandezlaura collectiveeffectsofthecostofopinionchange |