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Collective Response of Human Populations to Large-Scale Emergencies

Despite recent advances in uncovering the quantitative features of stationary human activity patterns, many applications, from pandemic prediction to emergency response, require an understanding of how these patterns change when the population encounters unfamiliar conditions. To explore societal re...

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Detalles Bibliográficos
Autores principales: Bagrow, James P., Wang, Dashun, Barabási, Albert-László
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3068136/
https://www.ncbi.nlm.nih.gov/pubmed/21479206
http://dx.doi.org/10.1371/journal.pone.0017680
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author Bagrow, James P.
Wang, Dashun
Barabási, Albert-László
author_facet Bagrow, James P.
Wang, Dashun
Barabási, Albert-László
author_sort Bagrow, James P.
collection PubMed
description Despite recent advances in uncovering the quantitative features of stationary human activity patterns, many applications, from pandemic prediction to emergency response, require an understanding of how these patterns change when the population encounters unfamiliar conditions. To explore societal response to external perturbations we identified real-time changes in communication and mobility patterns in the vicinity of eight emergencies, such as bomb attacks and earthquakes, comparing these with eight non-emergencies, like concerts and sporting events. We find that communication spikes accompanying emergencies are both spatially and temporally localized, but information about emergencies spreads globally, resulting in communication avalanches that engage in a significant manner the social network of eyewitnesses. These results offer a quantitative view of behavioral changes in human activity under extreme conditions, with potential long-term impact on emergency detection and response.
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spelling pubmed-30681362011-04-08 Collective Response of Human Populations to Large-Scale Emergencies Bagrow, James P. Wang, Dashun Barabási, Albert-László PLoS One Research Article Despite recent advances in uncovering the quantitative features of stationary human activity patterns, many applications, from pandemic prediction to emergency response, require an understanding of how these patterns change when the population encounters unfamiliar conditions. To explore societal response to external perturbations we identified real-time changes in communication and mobility patterns in the vicinity of eight emergencies, such as bomb attacks and earthquakes, comparing these with eight non-emergencies, like concerts and sporting events. We find that communication spikes accompanying emergencies are both spatially and temporally localized, but information about emergencies spreads globally, resulting in communication avalanches that engage in a significant manner the social network of eyewitnesses. These results offer a quantitative view of behavioral changes in human activity under extreme conditions, with potential long-term impact on emergency detection and response. Public Library of Science 2011-03-30 /pmc/articles/PMC3068136/ /pubmed/21479206 http://dx.doi.org/10.1371/journal.pone.0017680 Text en Bagrow 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
Bagrow, James P.
Wang, Dashun
Barabási, Albert-László
Collective Response of Human Populations to Large-Scale Emergencies
title Collective Response of Human Populations to Large-Scale Emergencies
title_full Collective Response of Human Populations to Large-Scale Emergencies
title_fullStr Collective Response of Human Populations to Large-Scale Emergencies
title_full_unstemmed Collective Response of Human Populations to Large-Scale Emergencies
title_short Collective Response of Human Populations to Large-Scale Emergencies
title_sort collective response of human populations to large-scale emergencies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3068136/
https://www.ncbi.nlm.nih.gov/pubmed/21479206
http://dx.doi.org/10.1371/journal.pone.0017680
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