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McMillan C, Felmlee D, Ashford JR. Reciprocity, transitivity, and skew: Comparing local structure in 40 positive and negative social networks. PLoS One 2022; 17:e0267886. [PMID: 35594268 PMCID: PMC9122197 DOI: 10.1371/journal.pone.0267886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 04/19/2022] [Indexed: 11/18/2022] Open
Abstract
While most social network research focuses on positive relational ties, such as friendship and information exchange, scholars are beginning to examine the dark side of human interaction, where negative connections represent different forms of interpersonal conflict, intolerance, and abuse. Despite this recent work, the extent to which positive and negative social network structure differs remains unclear. The current project considers whether a network’s small-scale, structural patterns of reciprocity, transitivity, and skew, or its “structural signature,” can distinguish positive versus negative links. Using exponential random graph models (ERGMs), we examine these differences across a sample of twenty distinct, negative networks and generate comparisons with a related set of twenty positive graphs. Relational ties represent multiple types of interaction such as like versus dislike in groups of adults, friendship versus cyberaggression among adolescents, and agreements versus disputes in online interaction. We find that both positive and negative networks contain more reciprocated dyads than expected by random chance. At the same time, patterns of transitivity define positive but not negative graphs, and negative networks tend to exhibit heavily skewed degree distributions. Given the unique structural signatures of many negative graphs, our results highlight the need for further theoretical and empirical research on the patterns of harmful interaction.
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Affiliation(s)
- Cassie McMillan
- Department of Sociology & Anthropology, School of Criminology & Criminal Justice, Northeastern University, Boston, MA, United States of America
- * E-mail:
| | - Diane Felmlee
- Department of Sociology & Criminology, Pennsylvania State University, University Park, PA, United States of America
| | - James R. Ashford
- School of Computer Science and Informatics, Cardiff University, Cardiff, United Kingdom
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Whitaker RM, Colombo GB, Dunham Y. The evolution of strongly-held group identities through agent-based cooperation. Sci Rep 2021; 11:12071. [PMID: 34103597 PMCID: PMC8187381 DOI: 10.1038/s41598-021-91333-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 05/25/2021] [Indexed: 02/05/2023] Open
Abstract
Identity fusion represents a strongly-held personal identity that significantly overlaps with that of a group, and is the current best explanation as to why individuals become empowered to act with extreme self-sacrifice for a group of non-kin. This is widely seen and documented, yet how identity fusion is promoted by evolution is not well-understood, being seemingly counter to the selfish pursuit of survival. In this paper we extend agent-based modelling to explore how and why identity fusion can establish itself in an unrelated population with no previous shared experiences. Using indirect reciprocity to provide a framework for agent interaction, we enable agents to express their identity fusion towards a group, and observe the effects of potential behaviours that are incentivised by a heightened fusion level. These build on the social psychology literature and involve heightened sensitivity of fused individuals to perceived hypocritical group support from others. We find that simple self-referential judgement and ignorance of perceived hypocrites is sufficient to promote identity fusion and this is easily triggered by a sub-group of the population. Interestingly the self-referential judgement that we impose is an individual-level behaviour with no direct collective benefit shared by the population. The study provides clues, beyond qualitative and observational studies, as to how hypocrisy may have established itself to reinforce the collective benefit of a fused group identity. It also provides an alternative perspective on the controversial proposition of group selection - showing how fluidity between an individual's reputation and that of a group may function and influence selection as a consequence of identity fusion.
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Affiliation(s)
- Roger M Whitaker
- School of Computer Science and Informatics, Cardiff University, 5 The Parade, Roath, Cardiff, CF24 3AA, UK.
- Crime and Security Research Institute, Cardiff University, Friary House, Greyfriars Rd, Cardiff, CF10 3AE, UK.
| | - Gualtiero B Colombo
- School of Computer Science and Informatics, Cardiff University, 5 The Parade, Roath, Cardiff, CF24 3AA, UK
- Crime and Security Research Institute, Cardiff University, Friary House, Greyfriars Rd, Cardiff, CF10 3AE, UK
| | - Yarrow Dunham
- Department of Psychology, Yale University, Box 208205, New Haven, CT, 06520, USA
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Anthropological Prosociality via Sub-Group Level Selection. Integr Psychol Behav Sci 2021; 56:180-205. [PMID: 33893612 DOI: 10.1007/s12124-021-09606-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/01/2021] [Indexed: 10/21/2022]
Abstract
A perennial challenge of evolutionary psychology is explaining prosocial traits such as a preference for fairness rather than inequality, compassion towards suffering, and an instinctive ability to coordinate within small teams. Considering recent fossil evidence and a novel logical test, we deem present explanations insufficiently explanatory of the divergence of hominins. In answering this question, we focus on the divergence of hominins from the last common ancestor (LCA) shared with Pan. We consider recent fossil discoveries that indicate the LCA was bipedal, which reduces the cogency of this explanation for hominin development. We also review evolutionary theory that claims to explain how hominins developed into modern humans, however it is found that no mechanism differentiates hominins from other primates. Either the mechanism was available to the last common ancestor (LCA) (with P. troglodytes as its proxy), or because early hominins had insufficient cognition to utilise the mechanism. A novel mechanism, sub-group level selection (sGLS) is hypothesised by triangulating two pieces of data rarely considered by evolutionary biologists. These are behavioural dimorphism of Pan (chimpanzees and bonobos) that remain identifiable in modern humans, and the social behaviour of primate troops in a savannah ecology. We then contend that sGLS supplied an exponential effect which was available to LCA who left the forest, but was not sufficiently available to any other primates. In conclusion, while only indirectly supported by various evidence, sGLS is found to be singularly and persuasively explanatory of human's unique evolutionary story.
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Abstract
Despite the accumulation of research on indirect reciprocity over the past 30 years and the publication of over 100,000 related papers, there are still many issues to be addressed. Here, we look back on the research that has been done on indirect reciprocity and identify the issues that have been resolved and the ones that remain to be resolved. This manuscript introduces indirect reciprocity in the context of the evolution of cooperation, basic models of social dilemma situations, the path taken in the elaboration of mathematical analysis using evolutionary game theory, the discovery of image scoring norms, and the breakthroughs brought about by the analysis of the evolutionary instability of the norms. Moreover, it presents key results obtained by refining the assessment function, resolving the punishment dilemma, and presenting a complete solution to the social dilemma problem. Finally, it discusses the application of indirect reciprocity in various disciplines.
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Whitaker RM, Colombo GB, Rand DG. Indirect Reciprocity and the Evolution of Prejudicial Groups. Sci Rep 2018; 8:13247. [PMID: 30185868 PMCID: PMC6125379 DOI: 10.1038/s41598-018-31363-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Accepted: 08/15/2018] [Indexed: 11/18/2022] Open
Abstract
Prejudicial attitudes are widely seen between human groups, with significant consequences. Actions taken in light of prejudice result in discrimination, and can contribute to societal division and hostile behaviours. We define a new class of group, the prejudicial group, with membership based on a common prejudicial attitude towards the out-group. It is assumed that prejudice acts as a phenotypic tag, enabling groups to form and identify themselves on this basis. Using computational simulation, we study the evolution of prejudicial groups, where members interact through indirect reciprocity. We observe how cooperation and prejudice coevolve, with cooperation being directed in-group. We also consider the co-evolution of these variables when out-group interaction and global learning are immutable, emulating the possible pluralism of a society. Diversity through three factors is found to be influential, namely out-group interaction, out-group learning and number of sub-populations. Additionally populations with greater in-group interaction promote both cooperation and prejudice, while global rather than local learning promotes cooperation and reduces prejudice. The results also demonstrate that prejudice is not dependent on sophisticated human cognition and is easily manifested in simple agents with limited intelligence, having potential implications for future autonomous systems and human-machine interaction.
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Affiliation(s)
- Roger M Whitaker
- Cardiff University, School of Computer Science and Informatics, 5 The Parade, Roath, Cardiff, CF24 3AA, UK. .,Crime and Security Research Institute, Friary House, Greyfriars Rd, Cardiff University, Cardiff, CF10 3AE, UK.
| | - Gualtiero B Colombo
- Cardiff University, School of Computer Science and Informatics, 5 The Parade, Roath, Cardiff, CF24 3AA, UK.,Crime and Security Research Institute, Friary House, Greyfriars Rd, Cardiff University, Cardiff, CF10 3AE, UK
| | - David G Rand
- MIT Sloan School of Management, 30 Memorial Dr, Cambridge, MA, 02142, USA.,MIT Department of Brain and Cognitive Sciences, 43 Vassar St, Cambridge, MA, 02139, USA
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Social Closure and the Evolution of Cooperation via Indirect Reciprocity. Sci Rep 2018; 8:11149. [PMID: 30042391 PMCID: PMC6057955 DOI: 10.1038/s41598-018-29290-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 07/05/2018] [Indexed: 11/24/2022] Open
Abstract
Direct and indirect reciprocity are good candidates to explain the fundamental problem of evolution of cooperation. We explore the conditions under which different types of reciprocity gain dominance and their performances in sustaining cooperation in the PD played on simple networks. We confirm that direct reciprocity gains dominance over indirect reciprocity strategies also in larger populations, as long as it has no memory constraints. In the absence of direct reciprocity, or when its memory is flawed, different forms of indirect reciprocity strategies are able to dominate and to support cooperation. We show that indirect reciprocity relying on social capital inherent in closed triads is the best competitor among them, outperforming indirect reciprocity that uses information from any source. Results hold in a wide range of conditions with different evolutionary update rules, extent of evolutionary pressure, initial conditions, population size, and density.
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Tolerant indirect reciprocity can boost social welfare through solidarity with unconditional cooperators in private monitoring. Sci Rep 2017; 7:9737. [PMID: 28852005 PMCID: PMC5575281 DOI: 10.1038/s41598-017-09935-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 08/02/2017] [Indexed: 12/03/2022] Open
Abstract
Indirect reciprocity is an important mechanism for resolving social dilemmas. Previous studies explore several types of assessment rules that are evolutionarily stable for keeping cooperation regimes. However, little is known about the effects of private information on social systems. Most indirect reciprocity studies assume public monitoring in which individuals share a single assessment for each individual. Here, we consider a private monitoring system that loosens such an unnatural assumption. We explore the stable norms in the private system using an individual-based simulation. We have three main findings. First, narrow and unstable cooperation: cooperation in private monitoring becomes unstable and the restricted norms cannot maintain cooperative regimes while they can in public monitoring. Second, stable coexistence of discriminators and unconditional cooperators: under private monitoring, unconditional cooperation can play a role in keeping a high level of cooperation in tolerant norm situations. Finally, Pareto improvement: private monitoring can achieve a higher cooperation rate than does public monitoring.
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Saxena K, Morris RGM. Social memory goes viral. Science 2016; 353:1496-1497. [DOI: 10.1126/science.aai7788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
A precisely mapped brain network discriminates and remembers friends and strangers
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Affiliation(s)
- Kapil Saxena
- Centre for Brain Development and Repair, INSTEM, Bangalore 560065, India
- Patrick Wilde Centre and Centre for Cognitive and Neural Systems, University of Edinburgh, Edinburgh, EH8 9JZ, UK
| | - Richard G. M. Morris
- Centre for Brain Development and Repair, INSTEM, Bangalore 560065, India
- Patrick Wilde Centre and Centre for Cognitive and Neural Systems, University of Edinburgh, Edinburgh, EH8 9JZ, UK
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