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      Ageing in a collective: the impact of ageing individuals on social network structure

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          Abstract

          Ageing affects many phenotypic traits, but its consequences for social behaviour have only recently become apparent. Social networks emerge from associations between individuals. The changes in sociality that occur as individuals get older are thus likely to impact network structure, yet this remains unstudied. Here we use empirical data from free-ranging rhesus macaques and an agent-based model to test how age-based changes in social behaviour feed up to influence: (i) an individual's level of indirect connectedness in their network and (ii) overall patterns of network structure. Our empirical analyses revealed that female macaques became less indirectly connected as they aged for some, but not for all network measures examined. This suggests that indirect connectivity is affected by ageing, and that ageing animals can remain well integrated in some social contexts. Surprisingly, we did not find evidence for a relationship between age distribution and the structure of female macaque networks. We used an agent-based model to gain further understanding of the link between age-based differences in sociality and global network structure, and under which circumstances global effects may be detectable. Overall, our results suggest a potentially important and underappreciated role of age in the structure and function of animal collectives, which warrants further investigation.

          This article is part of a discussion meeting issue ‘Collective behaviour through time’.

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Writing – original draftRole: Writing – review & editing
                Role: Formal analysisRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Formal analysisRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curation
                Role: Data curation
                Role: Funding acquisitionRole: Resources
                Role: ConceptualizationRole: Funding acquisitionRole: Project administrationRole: SupervisionRole: Writing – review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: Project administrationRole: SupervisionRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: SupervisionRole: Writing – original draftRole: Writing – review & editing
                Journal
                Philos Trans R Soc Lond B Biol Sci
                Philos Trans R Soc Lond B Biol Sci
                RSTB
                royptb
                Philosophical Transactions of the Royal Society B: Biological Sciences
                The Royal Society
                0962-8436
                1471-2970
                April 10, 2023
                February 20, 2023
                February 20, 2023
                : 378
                : 1874 , Discussion meeting ‘Collective behaviour through time’ issue organized and edited by Christos C. Ioannou and Kate L. Laskowski
                : 20220061
                Affiliations
                [ 1 ] School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, , Exeter EX4 4QG, UK
                [ 2 ] Research Centre for Anthropology and Health, Department of Life Sciences, University of Coimbra, , 3000-456 Coimbra, Portugal
                [ 3 ] Department of Applied Mathematics and Computer Science, Technical University of Denmark, , DK-2800, Kongens Lyngby, Denmark
                [ 4 ] Center for Evolution and Medicine, Arizona State University, , Arizona, AZ 85281, USA
                [ 5 ] School of Life Sciences, Arizona State University, , Arizona, AZ 85281, USA
                [ 6 ] School for Human Evolution and Social Change, Arizona State University, , Arizona, AZ 85281, USA
                [ 7 ] Department of Neuroscience, University of Pennsylvania, , PA 19104, USA
                [ 8 ] Department of Psychology, University of Pennsylvania, , PA 19104, USA
                [ 9 ] Department of Marketing, University of Pennsylvania, , PA 19104, USA
                [ 10 ] Department of Anthropology, New York University, , New York, NY 10003, USA
                Author notes

                One contribution of 15 to a discussion meeting issue ‘ Collective behaviour through time’.

                Electronic supplementary material is available online at https://doi.org/10.6084/m9.figshare.c.6402374.

                Author information
                https://orcid.org/0000-0003-4205-7278
                https://orcid.org/0000-0001-6248-220X
                http://orcid.org/0000-0002-9025-5204
                http://orcid.org/0000-0003-3912-8821
                http://orcid.org/0000-0002-1133-2030
                http://orcid.org/0000-0003-3026-6160
                http://orcid.org/0000-0002-1202-1939
                Article
                rstb20220061
                10.1098/rstb.2022.0061
                9939263
                49bf559a-dfb6-4d91-9b06-7599e95e3163
                © 2023 The Authors.

                Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.

                History
                : July 15, 2022
                : November 16, 2022
                Funding
                Funded by: Office of Research Infrastructure Programs of the NIH;
                Award ID: 2P40OD012217
                Funded by: Charles E. Kaufman Foundation, http://dx.doi.org/10.13039/100014147;
                Award ID: KA2019-105548
                Funded by: National Institute of Health;
                Award ID: R00-AG051764
                Award ID: R01-AG060931
                Award ID: R01-MH096875
                Award ID: R01-MH108627
                Award ID: R01-MH118203
                Award ID: R01-NS123054
                Award ID: R37-MH109728
                Award ID: U01MH121260
                Categories
                1001
                14
                Articles
                Research Articles
                Custom metadata
                April 10, 2023

                Philosophy of science
                indirect connections,rhesus macaque,agent-based model,social behaviour,social network,ageing

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