ArticlePeerJ2020
A multiplex centrality metric for complex social networks: sex, social status, and family structure predict multiplex centrality in rhesus macaques.
Article in PeerJ, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 26 citations in OpenAlex.
- Relationship between spatial and social phenotypes in an avian scavenger.The Journal of animal ecology · 2026Article
- Bayesian multiplex network models in R using STRAND: methods for biologists and social scientists.Royal Society open science · 2025Article
- How can we use social network analysis to better understand Chimpanzee and Gorilla sociality and communication?Animal cognition · 2025Review
- Differential effects of multiplex and uniplex affiliative relationships on biomarkers of inflammation.PeerJ · 2025Article
- Heritability of social behavioral phenotypes and preliminary associations with autism spectrum disorder risk genes in rhesus macaques: A whole exome sequencing study.Autism research : official journal of the International Society for Autism Research · 2022Article
- Genomic resources for rhesus macaques (Macaca mulatta).Mammalian genome : official journal of the International Mammalian Genome Society · 2022Article
- Measuring dominance certainty and assessing its impact on individual and societal health in a nonhuman primate model: a network approach.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2022Review
- Monkey's Social Roles Predict Their Affective Reactivity.Affective science · 2021Article
- Multilayer network analyses as a toolkit for measuring social structure.Current zoology · 2021Article
- Multilayer network analysis: new opportunities and challenges for studying animal social systems.Current zoology · 2021Article
- A framework to evaluate whether to pool or separate behaviors in a multilayer network.Current zoology · 2021Article
- Far-reaching consequences of trait preferences for animal social network structure and function.Behavioral ecology : official journal of the International Society for Behavioral EcologyArticle
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Authors and funding
6 authors at 1 institution in 1 country.
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Abstract
Members of a society interact using a variety of social behaviors, giving rise to a multi-faceted and complex social life. For the study of animal behavior, quantifying this complexity is critical for understanding the impact of social life on animals' health and fitness. Multilayer network approaches, where each interaction type represents a different layer of the social network, have the potential to better capture this complexity than single layer approaches. Calculating individuals' centrality within a multilayer social network can reveal keystone individuals and more fully characterize social roles. However, existing measures of multilayer centrality do not account for differences in the dynamics and functionality across interaction layers. Here we validate a new method for quantifying multiplex centrality called consensus ranking by applying this method to multiple social groups of a well-studied nonhuman primate, the rhesus macaque. Consensus ranking can suitably handle the complexities of animal social life, such as networks with different properties (sparse vs. dense) and biological meanings (competitive vs. affiliative interactions). We examined whether individuals' attributes or socio-demographic factors (sex, age, dominance rank and certainty, matriline size, rearing history) were associated with multiplex centrality. Social networks were constructed for five interaction layers (i.e., aggression, status signaling, conflict policing, grooming and huddling) for seven social groups. Consensus ranks were calculated across these five layers and analyzed with respect to individual attributes and socio-demographic factors. Generalized linear mixed models showed that consensus ranking detected known social patterns in rhesus macaques, showing that multiplex centrality was greater in high-ranking males with high certainty of rank and females from the largest families. In addition, consensus ranks also showed that females from very small families and mother-reared (compared to nursery-reared) individuals were more central, showing that consideration of multiple social domains revealed individuals whose social centrality and importance might otherwise have been missed.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.