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Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs

Although ubiquitous, interactions in groups of individuals are not yet thoroughly studied. Frequently, single groups are modeled as critical-mass dynamics, which is a widespread concept used not only by academics but also by politicians and the media. However, less explored questions are how a colle...

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Autores principales: Ferraz de Arruda, Guilherme, Petri, Giovanni, Rodriguez, Pablo Martin, Moreno, Yamir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011415/
https://www.ncbi.nlm.nih.gov/pubmed/36914645
http://dx.doi.org/10.1038/s41467-023-37118-3
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author Ferraz de Arruda, Guilherme
Petri, Giovanni
Rodriguez, Pablo Martin
Moreno, Yamir
author_facet Ferraz de Arruda, Guilherme
Petri, Giovanni
Rodriguez, Pablo Martin
Moreno, Yamir
author_sort Ferraz de Arruda, Guilherme
collection PubMed
description Although ubiquitous, interactions in groups of individuals are not yet thoroughly studied. Frequently, single groups are modeled as critical-mass dynamics, which is a widespread concept used not only by academics but also by politicians and the media. However, less explored questions are how a collection of groups will behave and how their intersection might change the dynamics. Here, we formulate this process as binary-state dynamics on hypergraphs. We showed that our model has a rich behavior beyond discontinuous transitions. Notably, we have multistability and intermittency. We demonstrated that this phenomenology could be associated with community structures, where we might have multistability or intermittency by controlling the number or size of bridges between communities. Furthermore, we provided evidence that the observed transitions are hybrid. Our findings open new paths for research, ranging from physics, on the formal calculation of quantities of interest, to social sciences, where new experiments can be designed.
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spelling pubmed-100114152023-03-15 Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs Ferraz de Arruda, Guilherme Petri, Giovanni Rodriguez, Pablo Martin Moreno, Yamir Nat Commun Article Although ubiquitous, interactions in groups of individuals are not yet thoroughly studied. Frequently, single groups are modeled as critical-mass dynamics, which is a widespread concept used not only by academics but also by politicians and the media. However, less explored questions are how a collection of groups will behave and how their intersection might change the dynamics. Here, we formulate this process as binary-state dynamics on hypergraphs. We showed that our model has a rich behavior beyond discontinuous transitions. Notably, we have multistability and intermittency. We demonstrated that this phenomenology could be associated with community structures, where we might have multistability or intermittency by controlling the number or size of bridges between communities. Furthermore, we provided evidence that the observed transitions are hybrid. Our findings open new paths for research, ranging from physics, on the formal calculation of quantities of interest, to social sciences, where new experiments can be designed. Nature Publishing Group UK 2023-03-13 /pmc/articles/PMC10011415/ /pubmed/36914645 http://dx.doi.org/10.1038/s41467-023-37118-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ferraz de Arruda, Guilherme
Petri, Giovanni
Rodriguez, Pablo Martin
Moreno, Yamir
Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs
title Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs
title_full Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs
title_fullStr Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs
title_full_unstemmed Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs
title_short Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs
title_sort multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011415/
https://www.ncbi.nlm.nih.gov/pubmed/36914645
http://dx.doi.org/10.1038/s41467-023-37118-3
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