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Using Social Network Methods to Test for Assortment of Prosociality among Korean High School Students
Assortative interaction among altruistic individuals is a necessary condition for the evolution of cooperation. The requirement for assortment holds regardless of whether a meta-population is subdivided into distinct and isolated subgroups or has ephemeral boundaries with a high migration rate. The...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4411050/ https://www.ncbi.nlm.nih.gov/pubmed/25915508 http://dx.doi.org/10.1371/journal.pone.0125333 |
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author | Kim, Jun-Hong Holman, Darryl J. Goodreau, Steven M. |
author_facet | Kim, Jun-Hong Holman, Darryl J. Goodreau, Steven M. |
author_sort | Kim, Jun-Hong |
collection | PubMed |
description | Assortative interaction among altruistic individuals is a necessary condition for the evolution of cooperation. The requirement for assortment holds regardless of whether a meta-population is subdivided into distinct and isolated subgroups or has ephemeral boundaries with a high migration rate. The assumption, however, is rarely tested directly. In this paper, we develop a method to test for assortment of prosociality in network-structured data. The method is applied to a friendship network collected from 238 Korean students attending the same high school. A mixing matrix was used to explore the presence of assortative friendship among more prosocial individuals. An exponential random graph model of network structure that accounts for additional observed relational propensities (higher-than-expected number of people nominating no friends) and sampling constraints (upper bound on friendship nominations) found that individual prosociality predicted friendship propensity, and that individuals with higher prosocial scores had a higher probability of befriending other more prosocial individuals. The results reveal that a considerable level of assortment of prosociality characterizes this population. |
format | Online Article Text |
id | pubmed-4411050 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44110502015-05-07 Using Social Network Methods to Test for Assortment of Prosociality among Korean High School Students Kim, Jun-Hong Holman, Darryl J. Goodreau, Steven M. PLoS One Research Article Assortative interaction among altruistic individuals is a necessary condition for the evolution of cooperation. The requirement for assortment holds regardless of whether a meta-population is subdivided into distinct and isolated subgroups or has ephemeral boundaries with a high migration rate. The assumption, however, is rarely tested directly. In this paper, we develop a method to test for assortment of prosociality in network-structured data. The method is applied to a friendship network collected from 238 Korean students attending the same high school. A mixing matrix was used to explore the presence of assortative friendship among more prosocial individuals. An exponential random graph model of network structure that accounts for additional observed relational propensities (higher-than-expected number of people nominating no friends) and sampling constraints (upper bound on friendship nominations) found that individual prosociality predicted friendship propensity, and that individuals with higher prosocial scores had a higher probability of befriending other more prosocial individuals. The results reveal that a considerable level of assortment of prosociality characterizes this population. Public Library of Science 2015-04-27 /pmc/articles/PMC4411050/ /pubmed/25915508 http://dx.doi.org/10.1371/journal.pone.0125333 Text en © 2015 Kim et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Kim, Jun-Hong Holman, Darryl J. Goodreau, Steven M. Using Social Network Methods to Test for Assortment of Prosociality among Korean High School Students |
title | Using Social Network Methods to Test for Assortment of Prosociality among Korean High School Students |
title_full | Using Social Network Methods to Test for Assortment of Prosociality among Korean High School Students |
title_fullStr | Using Social Network Methods to Test for Assortment of Prosociality among Korean High School Students |
title_full_unstemmed | Using Social Network Methods to Test for Assortment of Prosociality among Korean High School Students |
title_short | Using Social Network Methods to Test for Assortment of Prosociality among Korean High School Students |
title_sort | using social network methods to test for assortment of prosociality among korean high school students |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4411050/ https://www.ncbi.nlm.nih.gov/pubmed/25915508 http://dx.doi.org/10.1371/journal.pone.0125333 |
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