Loading…

Competing spreading processes on multiplex networks: awareness and epidemics

Epidemiclike spreading processes on top of multilayered interconnected complex networks reveal a rich phase diagram of intertwined competition effects. A recent study by the authors [C. Granell et al., Phys. Rev. Lett. 111, 128701 (2013).] presented an analysis of the interrelation between two proce...

Full description

Saved in:
Bibliographic Details
Published in:Physical review. E, Statistical, nonlinear, and soft matter physics Statistical, nonlinear, and soft matter physics, 2014-07, Vol.90 (1), p.012808-012808, Article 012808
Main Authors: Granell, Clara, Gómez, Sergio, Arenas, Alex
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c418t-b036c20a1cc10781d342cdeaa3b432e2f34c60eee88c18903aebeed66fc403683
cites cdi_FETCH-LOGICAL-c418t-b036c20a1cc10781d342cdeaa3b432e2f34c60eee88c18903aebeed66fc403683
container_end_page 012808
container_issue 1
container_start_page 012808
container_title Physical review. E, Statistical, nonlinear, and soft matter physics
container_volume 90
creator Granell, Clara
Gómez, Sergio
Arenas, Alex
description Epidemiclike spreading processes on top of multilayered interconnected complex networks reveal a rich phase diagram of intertwined competition effects. A recent study by the authors [C. Granell et al., Phys. Rev. Lett. 111, 128701 (2013).] presented an analysis of the interrelation between two processes accounting for the spreading of an epidemic, and the spreading of information awareness to prevent infection, on top of multiplex networks. The results in the case in which awareness implies total immunization to the disease revealed the existence of a metacritical point at which the critical onset of the epidemics starts, depending on completion of the awareness process. Here we present a full analysis of these critical properties in the more general scenario where the awareness spreading does not imply total immunization, and where infection does not imply immediate awareness of it. We find the critical relation between the two competing processes for a wide spectrum of parameters representing the interaction between them. We also analyze the consequences of a massive broadcast of awareness (mass media) on the final outcome of the epidemic incidence. Importantly enough, the mass media make the metacritical point disappear. The results reveal that the main finding, i.e., existence of a metacritical point, is rooted in the competition principle and holds for a large set of scenarios.
doi_str_mv 10.1103/physreve.90.012808
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1553704539</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1553704539</sourcerecordid><originalsourceid>FETCH-LOGICAL-c418t-b036c20a1cc10781d342cdeaa3b432e2f34c60eee88c18903aebeed66fc403683</originalsourceid><addsrcrecordid>eNo9kEtPwzAQhC0EolD4AxxQjlxS1t48HG6oKg-pEgjB2XKcDQTywk5a-u9x1cJp5zAzmv0Yu-Aw4xzwuv_YOEsrmmUwAy4kyAN2wuMYQoFpcrjVmIWYxvGEnTr3CYACZXTMJiLmQmCEJ2w575qehqp9D1xvSRdb1dvOkHPkgq4NmrEeqr6mn6ClYd3ZL3cT6LW21HpLoNsioL4qqKmMO2NHpa4dne_vlL3dLV7nD-Hy6f5xfrsMTcTlEOaAiRGguTEcUskLjIQpSGvMIxQkSoxMAkQkpeEyA9SUExVJUprIRyVO2dWu1w_9HskNqqmcobrWLXWjU54BphD5771V7KzGds7TKlVvq0bbjeKgthTVs6f4QquFykDtKPrQ5b5_zBsq_iN_2PAXqEtxDA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1553704539</pqid></control><display><type>article</type><title>Competing spreading processes on multiplex networks: awareness and epidemics</title><source>American Physical Society:Jisc Collections:APS Read and Publish 2023-2025 (reading list)</source><creator>Granell, Clara ; Gómez, Sergio ; Arenas, Alex</creator><creatorcontrib>Granell, Clara ; Gómez, Sergio ; Arenas, Alex</creatorcontrib><description>Epidemiclike spreading processes on top of multilayered interconnected complex networks reveal a rich phase diagram of intertwined competition effects. A recent study by the authors [C. Granell et al., Phys. Rev. Lett. 111, 128701 (2013).] presented an analysis of the interrelation between two processes accounting for the spreading of an epidemic, and the spreading of information awareness to prevent infection, on top of multiplex networks. The results in the case in which awareness implies total immunization to the disease revealed the existence of a metacritical point at which the critical onset of the epidemics starts, depending on completion of the awareness process. Here we present a full analysis of these critical properties in the more general scenario where the awareness spreading does not imply total immunization, and where infection does not imply immediate awareness of it. We find the critical relation between the two competing processes for a wide spectrum of parameters representing the interaction between them. We also analyze the consequences of a massive broadcast of awareness (mass media) on the final outcome of the epidemic incidence. Importantly enough, the mass media make the metacritical point disappear. The results reveal that the main finding, i.e., existence of a metacritical point, is rooted in the competition principle and holds for a large set of scenarios.</description><identifier>ISSN: 1539-3755</identifier><identifier>EISSN: 1550-2376</identifier><identifier>DOI: 10.1103/physreve.90.012808</identifier><identifier>PMID: 25122343</identifier><language>eng</language><publisher>United States</publisher><subject>Communicable Diseases - epidemiology ; Communicable Diseases - transmission ; Epidemics - prevention &amp; control ; Humans ; Immunization ; Markov Chains ; Mass Media ; Models, Theoretical</subject><ispartof>Physical review. E, Statistical, nonlinear, and soft matter physics, 2014-07, Vol.90 (1), p.012808-012808, Article 012808</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c418t-b036c20a1cc10781d342cdeaa3b432e2f34c60eee88c18903aebeed66fc403683</citedby><cites>FETCH-LOGICAL-c418t-b036c20a1cc10781d342cdeaa3b432e2f34c60eee88c18903aebeed66fc403683</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25122343$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Granell, Clara</creatorcontrib><creatorcontrib>Gómez, Sergio</creatorcontrib><creatorcontrib>Arenas, Alex</creatorcontrib><title>Competing spreading processes on multiplex networks: awareness and epidemics</title><title>Physical review. E, Statistical, nonlinear, and soft matter physics</title><addtitle>Phys Rev E Stat Nonlin Soft Matter Phys</addtitle><description>Epidemiclike spreading processes on top of multilayered interconnected complex networks reveal a rich phase diagram of intertwined competition effects. A recent study by the authors [C. Granell et al., Phys. Rev. Lett. 111, 128701 (2013).] presented an analysis of the interrelation between two processes accounting for the spreading of an epidemic, and the spreading of information awareness to prevent infection, on top of multiplex networks. The results in the case in which awareness implies total immunization to the disease revealed the existence of a metacritical point at which the critical onset of the epidemics starts, depending on completion of the awareness process. Here we present a full analysis of these critical properties in the more general scenario where the awareness spreading does not imply total immunization, and where infection does not imply immediate awareness of it. We find the critical relation between the two competing processes for a wide spectrum of parameters representing the interaction between them. We also analyze the consequences of a massive broadcast of awareness (mass media) on the final outcome of the epidemic incidence. Importantly enough, the mass media make the metacritical point disappear. The results reveal that the main finding, i.e., existence of a metacritical point, is rooted in the competition principle and holds for a large set of scenarios.</description><subject>Communicable Diseases - epidemiology</subject><subject>Communicable Diseases - transmission</subject><subject>Epidemics - prevention &amp; control</subject><subject>Humans</subject><subject>Immunization</subject><subject>Markov Chains</subject><subject>Mass Media</subject><subject>Models, Theoretical</subject><issn>1539-3755</issn><issn>1550-2376</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNo9kEtPwzAQhC0EolD4AxxQjlxS1t48HG6oKg-pEgjB2XKcDQTywk5a-u9x1cJp5zAzmv0Yu-Aw4xzwuv_YOEsrmmUwAy4kyAN2wuMYQoFpcrjVmIWYxvGEnTr3CYACZXTMJiLmQmCEJ2w575qehqp9D1xvSRdb1dvOkHPkgq4NmrEeqr6mn6ClYd3ZL3cT6LW21HpLoNsioL4qqKmMO2NHpa4dne_vlL3dLV7nD-Hy6f5xfrsMTcTlEOaAiRGguTEcUskLjIQpSGvMIxQkSoxMAkQkpeEyA9SUExVJUprIRyVO2dWu1w_9HskNqqmcobrWLXWjU54BphD5771V7KzGds7TKlVvq0bbjeKgthTVs6f4QquFykDtKPrQ5b5_zBsq_iN_2PAXqEtxDA</recordid><startdate>20140714</startdate><enddate>20140714</enddate><creator>Granell, Clara</creator><creator>Gómez, Sergio</creator><creator>Arenas, Alex</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20140714</creationdate><title>Competing spreading processes on multiplex networks: awareness and epidemics</title><author>Granell, Clara ; Gómez, Sergio ; Arenas, Alex</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c418t-b036c20a1cc10781d342cdeaa3b432e2f34c60eee88c18903aebeed66fc403683</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Communicable Diseases - epidemiology</topic><topic>Communicable Diseases - transmission</topic><topic>Epidemics - prevention &amp; control</topic><topic>Humans</topic><topic>Immunization</topic><topic>Markov Chains</topic><topic>Mass Media</topic><topic>Models, Theoretical</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Granell, Clara</creatorcontrib><creatorcontrib>Gómez, Sergio</creatorcontrib><creatorcontrib>Arenas, Alex</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Physical review. E, Statistical, nonlinear, and soft matter physics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Granell, Clara</au><au>Gómez, Sergio</au><au>Arenas, Alex</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Competing spreading processes on multiplex networks: awareness and epidemics</atitle><jtitle>Physical review. E, Statistical, nonlinear, and soft matter physics</jtitle><addtitle>Phys Rev E Stat Nonlin Soft Matter Phys</addtitle><date>2014-07-14</date><risdate>2014</risdate><volume>90</volume><issue>1</issue><spage>012808</spage><epage>012808</epage><pages>012808-012808</pages><artnum>012808</artnum><issn>1539-3755</issn><eissn>1550-2376</eissn><abstract>Epidemiclike spreading processes on top of multilayered interconnected complex networks reveal a rich phase diagram of intertwined competition effects. A recent study by the authors [C. Granell et al., Phys. Rev. Lett. 111, 128701 (2013).] presented an analysis of the interrelation between two processes accounting for the spreading of an epidemic, and the spreading of information awareness to prevent infection, on top of multiplex networks. The results in the case in which awareness implies total immunization to the disease revealed the existence of a metacritical point at which the critical onset of the epidemics starts, depending on completion of the awareness process. Here we present a full analysis of these critical properties in the more general scenario where the awareness spreading does not imply total immunization, and where infection does not imply immediate awareness of it. We find the critical relation between the two competing processes for a wide spectrum of parameters representing the interaction between them. We also analyze the consequences of a massive broadcast of awareness (mass media) on the final outcome of the epidemic incidence. Importantly enough, the mass media make the metacritical point disappear. The results reveal that the main finding, i.e., existence of a metacritical point, is rooted in the competition principle and holds for a large set of scenarios.</abstract><cop>United States</cop><pmid>25122343</pmid><doi>10.1103/physreve.90.012808</doi><tpages>1</tpages></addata></record>
fulltext fulltext
identifier ISSN: 1539-3755
ispartof Physical review. E, Statistical, nonlinear, and soft matter physics, 2014-07, Vol.90 (1), p.012808-012808, Article 012808
issn 1539-3755
1550-2376
language eng
recordid cdi_proquest_miscellaneous_1553704539
source American Physical Society:Jisc Collections:APS Read and Publish 2023-2025 (reading list)
subjects Communicable Diseases - epidemiology
Communicable Diseases - transmission
Epidemics - prevention & control
Humans
Immunization
Markov Chains
Mass Media
Models, Theoretical
title Competing spreading processes on multiplex networks: awareness and epidemics
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-25T09%3A45%3A17IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Competing%20spreading%20processes%20on%20multiplex%20networks:%20awareness%20and%20epidemics&rft.jtitle=Physical%20review.%20E,%20Statistical,%20nonlinear,%20and%20soft%20matter%20physics&rft.au=Granell,%20Clara&rft.date=2014-07-14&rft.volume=90&rft.issue=1&rft.spage=012808&rft.epage=012808&rft.pages=012808-012808&rft.artnum=012808&rft.issn=1539-3755&rft.eissn=1550-2376&rft_id=info:doi/10.1103/physreve.90.012808&rft_dat=%3Cproquest_cross%3E1553704539%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c418t-b036c20a1cc10781d342cdeaa3b432e2f34c60eee88c18903aebeed66fc403683%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1553704539&rft_id=info:pmid/25122343&rfr_iscdi=true