Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1784755634174951424 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9319784 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT doniecmaciej consensuspolarizationandhysteresisinthethreestatenoisyqvotermodelwithboundedconfidence AT lipieckiarkadiusz consensuspolarizationandhysteresisinthethreestatenoisyqvotermodelwithboundedconfidence AT sznajdweronkatarzyna consensuspolarizationandhysteresisinthethreestatenoisyqvotermodelwithboundedconfidence |