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Spreading of components of mood in adolescent social networks
Recent research has provided evidence that mood can spread over social networks via social contagion, but that, in seeming contradiction to this, depression does not. Here, we investigate whether there is evidence for the individual components of mood (such as appetite, tiredness and sleep) spreadin...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society Publishing
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5627080/ https://www.ncbi.nlm.nih.gov/pubmed/28989740 http://dx.doi.org/10.1098/rsos.170336 |
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author | Eyre, Robert W. House, Thomas Hill, Edward M. Griffiths, Frances E. |
author_facet | Eyre, Robert W. House, Thomas Hill, Edward M. Griffiths, Frances E. |
author_sort | Eyre, Robert W. |
collection | PubMed |
description | Recent research has provided evidence that mood can spread over social networks via social contagion, but that, in seeming contradiction to this, depression does not. Here, we investigate whether there is evidence for the individual components of mood (such as appetite, tiredness and sleep) spreading through US adolescent friendship networks while adjusting for confounding by modelling the transition probabilities of changing mood state over time. We find that having more friends with worse mood is associated with a higher probability of an adolescent worsening in mood and a lower probability of improving, and vice versa for friends with better mood, for the overwhelming majority of mood components. We also show, however, that this effect is not strong enough in the negative direction to lead to a significant increase in depression incidence, helping to resolve the seeming contradictory nature of existing research. Our conclusions, therefore, link in to current policy discussions on the importance of subthreshold levels of depressive symptoms and could help inform interventions against depression in high schools. |
format | Online Article Text |
id | pubmed-5627080 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | The Royal Society Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-56270802017-10-08 Spreading of components of mood in adolescent social networks Eyre, Robert W. House, Thomas Hill, Edward M. Griffiths, Frances E. R Soc Open Sci Biology (Whole Organism) Recent research has provided evidence that mood can spread over social networks via social contagion, but that, in seeming contradiction to this, depression does not. Here, we investigate whether there is evidence for the individual components of mood (such as appetite, tiredness and sleep) spreading through US adolescent friendship networks while adjusting for confounding by modelling the transition probabilities of changing mood state over time. We find that having more friends with worse mood is associated with a higher probability of an adolescent worsening in mood and a lower probability of improving, and vice versa for friends with better mood, for the overwhelming majority of mood components. We also show, however, that this effect is not strong enough in the negative direction to lead to a significant increase in depression incidence, helping to resolve the seeming contradictory nature of existing research. Our conclusions, therefore, link in to current policy discussions on the importance of subthreshold levels of depressive symptoms and could help inform interventions against depression in high schools. The Royal Society Publishing 2017-09-20 /pmc/articles/PMC5627080/ /pubmed/28989740 http://dx.doi.org/10.1098/rsos.170336 Text en © 2017 The Authors. http://creativecommons.org/licenses/by/4.0/ 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. |
spellingShingle | Biology (Whole Organism) Eyre, Robert W. House, Thomas Hill, Edward M. Griffiths, Frances E. Spreading of components of mood in adolescent social networks |
title | Spreading of components of mood in adolescent social networks |
title_full | Spreading of components of mood in adolescent social networks |
title_fullStr | Spreading of components of mood in adolescent social networks |
title_full_unstemmed | Spreading of components of mood in adolescent social networks |
title_short | Spreading of components of mood in adolescent social networks |
title_sort | spreading of components of mood in adolescent social networks |
topic | Biology (Whole Organism) |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5627080/ https://www.ncbi.nlm.nih.gov/pubmed/28989740 http://dx.doi.org/10.1098/rsos.170336 |
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