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Collective behavior in the spatial spreading of obesity
Obesity prevalence is increasing in many countries at alarming levels. A difficulty in the conception of policies to reverse these trends is the identification of the drivers behind the obesity epidemics. Here, we implement a spatial spreading analysis to investigate whether obesity shows spatial co...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3400682/ https://www.ncbi.nlm.nih.gov/pubmed/22822425 http://dx.doi.org/10.1038/srep00454 |
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author | Gallos, Lazaros K. Barttfeld, Pablo Havlin, Shlomo Sigman, Mariano Makse, Hernán A. |
author_facet | Gallos, Lazaros K. Barttfeld, Pablo Havlin, Shlomo Sigman, Mariano Makse, Hernán A. |
author_sort | Gallos, Lazaros K. |
collection | PubMed |
description | Obesity prevalence is increasing in many countries at alarming levels. A difficulty in the conception of policies to reverse these trends is the identification of the drivers behind the obesity epidemics. Here, we implement a spatial spreading analysis to investigate whether obesity shows spatial correlations, revealing the effect of collective and global factors acting above individual choices. We find a regularity in the spatial fluctuations of their prevalence revealed by a pattern of scale-free long-range correlations. The fluctuations are anomalous, deviating in a fundamental way from the weaker correlations found in the underlying population distribution indicating the presence of collective behavior, i.e., individual habits may have negligible influence in shaping the patterns of spreading. Interestingly, we find the same scale-free correlations in economic activities associated with food production. These results motivate future interventions to investigate the causality of this relation providing guidance for the implementation of preventive health policies. |
format | Online Article Text |
id | pubmed-3400682 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-34006822012-07-20 Collective behavior in the spatial spreading of obesity Gallos, Lazaros K. Barttfeld, Pablo Havlin, Shlomo Sigman, Mariano Makse, Hernán A. Sci Rep Article Obesity prevalence is increasing in many countries at alarming levels. A difficulty in the conception of policies to reverse these trends is the identification of the drivers behind the obesity epidemics. Here, we implement a spatial spreading analysis to investigate whether obesity shows spatial correlations, revealing the effect of collective and global factors acting above individual choices. We find a regularity in the spatial fluctuations of their prevalence revealed by a pattern of scale-free long-range correlations. The fluctuations are anomalous, deviating in a fundamental way from the weaker correlations found in the underlying population distribution indicating the presence of collective behavior, i.e., individual habits may have negligible influence in shaping the patterns of spreading. Interestingly, we find the same scale-free correlations in economic activities associated with food production. These results motivate future interventions to investigate the causality of this relation providing guidance for the implementation of preventive health policies. Nature Publishing Group 2012-06-14 /pmc/articles/PMC3400682/ /pubmed/22822425 http://dx.doi.org/10.1038/srep00454 Text en Copyright © 2012, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-sa/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-ShareALike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/ |
spellingShingle | Article Gallos, Lazaros K. Barttfeld, Pablo Havlin, Shlomo Sigman, Mariano Makse, Hernán A. Collective behavior in the spatial spreading of obesity |
title | Collective behavior in the spatial spreading of obesity |
title_full | Collective behavior in the spatial spreading of obesity |
title_fullStr | Collective behavior in the spatial spreading of obesity |
title_full_unstemmed | Collective behavior in the spatial spreading of obesity |
title_short | Collective behavior in the spatial spreading of obesity |
title_sort | collective behavior in the spatial spreading of obesity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3400682/ https://www.ncbi.nlm.nih.gov/pubmed/22822425 http://dx.doi.org/10.1038/srep00454 |
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