Social norms and cooperation in higher-order networks

Fuente: arXiv
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Hauptverfasser: Ma, Yin-Jie, Jiang, Zhi-Qiang, Fang, Fan-Shu, Perc, Matjaz, Boccaletti, Stefano
Format: Preprint
Veröffentlicht: 2024
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author Ma, Yin-Jie
Jiang, Zhi-Qiang
Fang, Fan-Shu
Perc, Matjaz
Boccaletti, Stefano
author_facet Ma, Yin-Jie
Jiang, Zhi-Qiang
Fang, Fan-Shu
Perc, Matjaz
Boccaletti, Stefano
contents Recent research has focused on understanding how cooperation is fostered through various mechanisms in cognitive settings, particularly through pairwise interactions. However, real-world interactions often extend beyond simple dyads, including multiple cliques with both pairwise and higher-order interactions. These complex interactions influence how individuals perceive and adapt their strategies based on social norms. We here introduce a model that explores the evolution of collective strategies and social norms within a heterogeneous environment, encompassing both dyadic and three-body interactions. We find that social norms play a crucial role in promoting cooperation in comparison to simply imitating the most successful neighbor. We also show that the rise of prosocial norms leads to increased cooperation across various social dilemmas, often resulting in shifts from defective to cooperative behavior. Additionally, we observe that a moderate level of information privacy helps sustaining prosocial norms and curtails antisocial tendencies, even in situations where mutual defection might seem advantageous. Our research thus offers insights into the evolution of cooperation through the lens of social norm diffusion in higher-order networks.
format Preprint
id arxiv_https___arxiv_org_abs_2401_14905
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Social norms and cooperation in higher-order networks
Ma, Yin-Jie
Jiang, Zhi-Qiang
Fang, Fan-Shu
Perc, Matjaz
Boccaletti, Stefano
Physics and Society
Recent research has focused on understanding how cooperation is fostered through various mechanisms in cognitive settings, particularly through pairwise interactions. However, real-world interactions often extend beyond simple dyads, including multiple cliques with both pairwise and higher-order interactions. These complex interactions influence how individuals perceive and adapt their strategies based on social norms. We here introduce a model that explores the evolution of collective strategies and social norms within a heterogeneous environment, encompassing both dyadic and three-body interactions. We find that social norms play a crucial role in promoting cooperation in comparison to simply imitating the most successful neighbor. We also show that the rise of prosocial norms leads to increased cooperation across various social dilemmas, often resulting in shifts from defective to cooperative behavior. Additionally, we observe that a moderate level of information privacy helps sustaining prosocial norms and curtails antisocial tendencies, even in situations where mutual defection might seem advantageous. Our research thus offers insights into the evolution of cooperation through the lens of social norm diffusion in higher-order networks.
title Social norms and cooperation in higher-order networks
topic Physics and Society
url https://arxiv.org/abs/2401.14905