Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1782201192245362688 |
---|---|
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. |
format | Text |
id | pubmed-3068136 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT bagrowjamesp collectiveresponseofhumanpopulationstolargescaleemergencies AT wangdashun collectiveresponseofhumanpopulationstolargescaleemergencies AT barabasialbertlaszlo collectiveresponseofhumanpopulationstolargescaleemergencies |