Modeling the Role of Networks and Individual Differences in Inter-Group Violence. 2016

Alexander Isakov, and Amelia Holcomb, and Luke Glowacki, and Nicholas A Christakis
Department of Physics, Harvard University, Cambridge, Massachusetts, United States of America.

There is significant heterogeneity within and between populations in their propensity to engage in conflict. Most research has neglected the role of within-group effects in social networks in contributing to between-group violence and focused instead on the precursors and consequences of violence, or on the role of between-group ties. Here, we explore the role of individual variation and of network structure within a population in promoting and inhibiting group violence towards other populations. Motivated by ethnographic observations of collective behavior in a small-scale society, we describe a model with differentiated roles for individuals embedded within friendship networks. Using a simple model based on voting-like dynamics, we explore several strategies for influencing group-level behavior. When we consider changing population level attitude changes and introducing control nodes separately, we find that a particularly effective control strategy relies on exploiting network degree. We also suggest refinements to our model such as tracking fine-grained information spread dynamics that can lead to further enrichment in using evolutionary game theory models for sociological phenomena.

UI MeSH Term Description Entries
D008962 Models, Theoretical Theoretical representations that simulate the behavior or activity of systems, processes, or phenomena. They include the use of mathematical equations, computers, and other electronic equipment. Experimental Model,Experimental Models,Mathematical Model,Model, Experimental,Models (Theoretical),Models, Experimental,Models, Theoretic,Theoretical Study,Mathematical Models,Model (Theoretical),Model, Mathematical,Model, Theoretical,Models, Mathematical,Studies, Theoretical,Study, Theoretical,Theoretical Model,Theoretical Models,Theoretical Studies
D006801 Humans Members of the species Homo sapiens. Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man
D013997 Time Factors Elements of limited time intervals, contributing to particular results or situations. Time Series,Factor, Time,Time Factor
D014754 Violence Use of physical force causing or intent to cause harm, injury or abuse. Assaultive Behavior,Atrocities,Behavior, Assaultive,Interpersonal Violence,Physical Assault,Physical Attacks,Structural Violence,Violent Crime,Assault, Physical,Attack, Physical,Attacks, Physical,Crime, Violent,Interpersonal Violences,Physical Assaults,Physical Attack,Violence, Interpersonal,Violence, Structural,Violent Crimes
D060756 Social Networking Individuals connected by family, work or other interests. It also includes connectivity facilitated by computer-based communications. Social Networks,Network, Social,Networking, Social,Social Network

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