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Consensus, Polarization and Hysteresis in the Three-State Noisy q-Voter Model with Bounded Confidence

In this work, we address the question of the role of the influence of group size on the emergence of various collective social phenomena, such as consensus, polarization and social hysteresis. To answer this question, we study the three-state noisy q-voter model with bounded confidence, in which age...

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Autores principales: Doniec, Maciej, Lipiecki, Arkadiusz, Sznajd-Weron, Katarzyna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319784/
https://www.ncbi.nlm.nih.gov/pubmed/35885206
http://dx.doi.org/10.3390/e24070983
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author Doniec, Maciej
Lipiecki, Arkadiusz
Sznajd-Weron, Katarzyna
author_facet Doniec, Maciej
Lipiecki, Arkadiusz
Sznajd-Weron, Katarzyna
author_sort Doniec, Maciej
collection PubMed
description In this work, we address the question of the role of the influence of group size on the emergence of various collective social phenomena, such as consensus, polarization and social hysteresis. To answer this question, we study the three-state noisy q-voter model with bounded confidence, in which agents can be in one of three states: two extremes (leftist and rightist) and centrist. We study the model on a complete graph within the mean-field approach and show that, depending on the size q of the influence group, saddle-node bifurcation cascades of different length appear and different collective phenomena are possible. In particular, for all values of [Formula: see text] , social hysteresis is observed. Furthermore, for small values of [Formula: see text] , disagreement, polarization and domination of centrists (a consensus understood as the general agreement, not unanimity) can be achieved but not the domination of extremists. The latter is possible only for larger groups of influence. Finally, by comparing our model to others, we discuss how a small change in the rules at the microscopic level can dramatically change the macroscopic behavior of the model.
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spelling pubmed-93197842022-07-27 Consensus, Polarization and Hysteresis in the Three-State Noisy q-Voter Model with Bounded Confidence Doniec, Maciej Lipiecki, Arkadiusz Sznajd-Weron, Katarzyna Entropy (Basel) Article In this work, we address the question of the role of the influence of group size on the emergence of various collective social phenomena, such as consensus, polarization and social hysteresis. To answer this question, we study the three-state noisy q-voter model with bounded confidence, in which agents can be in one of three states: two extremes (leftist and rightist) and centrist. We study the model on a complete graph within the mean-field approach and show that, depending on the size q of the influence group, saddle-node bifurcation cascades of different length appear and different collective phenomena are possible. In particular, for all values of [Formula: see text] , social hysteresis is observed. Furthermore, for small values of [Formula: see text] , disagreement, polarization and domination of centrists (a consensus understood as the general agreement, not unanimity) can be achieved but not the domination of extremists. The latter is possible only for larger groups of influence. Finally, by comparing our model to others, we discuss how a small change in the rules at the microscopic level can dramatically change the macroscopic behavior of the model. MDPI 2022-07-16 /pmc/articles/PMC9319784/ /pubmed/35885206 http://dx.doi.org/10.3390/e24070983 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Doniec, Maciej
Lipiecki, Arkadiusz
Sznajd-Weron, Katarzyna
Consensus, Polarization and Hysteresis in the Three-State Noisy q-Voter Model with Bounded Confidence
title Consensus, Polarization and Hysteresis in the Three-State Noisy q-Voter Model with Bounded Confidence
title_full Consensus, Polarization and Hysteresis in the Three-State Noisy q-Voter Model with Bounded Confidence
title_fullStr Consensus, Polarization and Hysteresis in the Three-State Noisy q-Voter Model with Bounded Confidence
title_full_unstemmed Consensus, Polarization and Hysteresis in the Three-State Noisy q-Voter Model with Bounded Confidence
title_short Consensus, Polarization and Hysteresis in the Three-State Noisy q-Voter Model with Bounded Confidence
title_sort consensus, polarization and hysteresis in the three-state noisy q-voter model with bounded confidence
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319784/
https://www.ncbi.nlm.nih.gov/pubmed/35885206
http://dx.doi.org/10.3390/e24070983
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