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The anatomy of a population-scale social network

Large-scale human social network structure is typically inferred from digital trace samples of online social media platforms or mobile communication data. Instead, here we investigate the social network structure of a complete population, where people are connected by high-quality links sourced from...

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Detalles Bibliográficos
Autores principales: Bokányi, Eszter, Heemskerk, Eelke M., Takes, Frank W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10244344/
https://www.ncbi.nlm.nih.gov/pubmed/37280385
http://dx.doi.org/10.1038/s41598-023-36324-9
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author Bokányi, Eszter
Heemskerk, Eelke M.
Takes, Frank W.
author_facet Bokányi, Eszter
Heemskerk, Eelke M.
Takes, Frank W.
author_sort Bokányi, Eszter
collection PubMed
description Large-scale human social network structure is typically inferred from digital trace samples of online social media platforms or mobile communication data. Instead, here we investigate the social network structure of a complete population, where people are connected by high-quality links sourced from administrative registers of family, household, work, school, and next-door neighbors. We examine this multilayer social opportunity structure through three common concepts in network analysis: degree, closure, and distance. Findings present how particular network layers contribute to presumably universal scale-free and small-world properties of networks. Furthermore, we suggest a novel measure of excess closure and apply this in a life-course perspective to show how the social opportunity structure of individuals varies along age, socio-economic status, and education level.
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spelling pubmed-102443442023-06-08 The anatomy of a population-scale social network Bokányi, Eszter Heemskerk, Eelke M. Takes, Frank W. Sci Rep Article Large-scale human social network structure is typically inferred from digital trace samples of online social media platforms or mobile communication data. Instead, here we investigate the social network structure of a complete population, where people are connected by high-quality links sourced from administrative registers of family, household, work, school, and next-door neighbors. We examine this multilayer social opportunity structure through three common concepts in network analysis: degree, closure, and distance. Findings present how particular network layers contribute to presumably universal scale-free and small-world properties of networks. Furthermore, we suggest a novel measure of excess closure and apply this in a life-course perspective to show how the social opportunity structure of individuals varies along age, socio-economic status, and education level. Nature Publishing Group UK 2023-06-06 /pmc/articles/PMC10244344/ /pubmed/37280385 http://dx.doi.org/10.1038/s41598-023-36324-9 Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Bokányi, Eszter
Heemskerk, Eelke M.
Takes, Frank W.
The anatomy of a population-scale social network
title The anatomy of a population-scale social network
title_full The anatomy of a population-scale social network
title_fullStr The anatomy of a population-scale social network
title_full_unstemmed The anatomy of a population-scale social network
title_short The anatomy of a population-scale social network
title_sort anatomy of a population-scale social network
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10244344/
https://www.ncbi.nlm.nih.gov/pubmed/37280385
http://dx.doi.org/10.1038/s41598-023-36324-9
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