Simulating influenza pandemic dynamics with public risk communication and individual responsive behavior
Identifieur interne : 000840 ( Main/Exploration ); précédent : 000839; suivant : 000841Simulating influenza pandemic dynamics with public risk communication and individual responsive behavior
Auteurs : Wei ZhongSource :
- Computational and Mathematical Organization Theory [ 1381-298X ] ; 2016.
Abstract
Individual responsive behavior to an influenza pandemic has significant impacts on the spread dynamics of this epidemic. Current influenza modeling efforts considering responsive behavior either oversimplify the process and may underestimate pandemic impacts, or make other problematic assumptions and are therefore constrained in utility. This study develops an agent-based model for pandemic simulation, and incorporates individual responsive behavior in the model based on public risk communication literature. The resultant model captures the stochastic nature of epidemic spread process, and constructs a realistic picture of individual reaction process and responsive behavior to pandemic situations. The model is then applied to simulate the spread dynamics of 2009 H1N1 influenza in a medium-size community in Arizona. Simulation results illustrate and compare the spread timeline and scale of this pandemic influenza, without and with the presence of pubic risk communication and individual responsive behavior. Sensitivity analysis sheds some lights on the influence of different communication strategies on pandemic impacts. Those findings contribute to effective pandemic planning and containment, particularly at the beginning of an outbreak.
Url:
DOI: 10.1007/s10588-016-9238-9
PubMed: 32214873
PubMed Central: 7087887
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Pmc, to step Corpus: 000231
- to stream Pmc, to step Curation: 000231
- to stream Pmc, to step Checkpoint: 000276
- to stream PubMed, to step Corpus: 000461
- to stream PubMed, to step Curation: 000461
- to stream PubMed, to step Checkpoint: 000359
- to stream Ncbi, to step Merge: 002065
- to stream Ncbi, to step Curation: 002065
- to stream Ncbi, to step Checkpoint: 002065
- to stream Main, to step Merge: 000842
- to stream Main, to step Curation: 000840
Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Simulating influenza pandemic dynamics with public risk communication and individual responsive behavior</title>
<author><name sortKey="Zhong, Wei" sort="Zhong, Wei" uniqKey="Zhong W" first="Wei" last="Zhong">Wei Zhong</name>
<affiliation><nlm:aff id="Aff1"></nlm:aff>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">PMC</idno>
<idno type="pmid">32214873</idno>
<idno type="pmc">7087887</idno>
<idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7087887</idno>
<idno type="RBID">PMC:7087887</idno>
<idno type="doi">10.1007/s10588-016-9238-9</idno>
<date when="2016">2016</date>
<idno type="wicri:Area/Pmc/Corpus">000231</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000231</idno>
<idno type="wicri:Area/Pmc/Curation">000231</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000231</idno>
<idno type="wicri:Area/Pmc/Checkpoint">000276</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000276</idno>
<idno type="wicri:source">PubMed</idno>
<idno type="RBID">pubmed:32214873</idno>
<idno type="wicri:Area/PubMed/Corpus">000461</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">000461</idno>
<idno type="wicri:Area/PubMed/Curation">000461</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">000461</idno>
<idno type="wicri:Area/PubMed/Checkpoint">000359</idno>
<idno type="wicri:explorRef" wicri:stream="Checkpoint" wicri:step="PubMed">000359</idno>
<idno type="wicri:Area/Ncbi/Merge">002065</idno>
<idno type="wicri:Area/Ncbi/Curation">002065</idno>
<idno type="wicri:Area/Ncbi/Checkpoint">002065</idno>
<idno type="wicri:doubleKey">1381-298X:2016:Zhong W:simulating:influenza:pandemic</idno>
<idno type="wicri:Area/Main/Merge">000842</idno>
<idno type="wicri:Area/Main/Curation">000840</idno>
<idno type="wicri:Area/Main/Exploration">000840</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Simulating influenza pandemic dynamics with public risk communication and individual responsive behavior</title>
<author><name sortKey="Zhong, Wei" sort="Zhong, Wei" uniqKey="Zhong W" first="Wei" last="Zhong">Wei Zhong</name>
<affiliation><nlm:aff id="Aff1"></nlm:aff>
</affiliation>
</author>
</analytic>
<series><title level="j">Computational and Mathematical Organization Theory</title>
<idno type="ISSN">1381-298X</idno>
<idno type="eISSN">1572-9346</idno>
<imprint><date when="2016">2016</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc><textClass></textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en"><p id="Par2">Individual responsive behavior to an influenza pandemic has significant impacts on the spread dynamics of this epidemic. Current influenza modeling efforts considering responsive behavior either oversimplify the process and may underestimate pandemic impacts, or make other problematic assumptions and are therefore constrained in utility. This study develops an agent-based model for pandemic simulation, and incorporates individual responsive behavior in the model based on public risk communication literature. The resultant model captures the stochastic nature of epidemic spread process, and constructs a realistic picture of individual reaction process and responsive behavior to pandemic situations. The model is then applied to simulate the spread dynamics of 2009 H1N1 influenza in a medium-size community in Arizona. Simulation results illustrate and compare the spread timeline and scale of this pandemic influenza, without and with the presence of pubic risk communication and individual responsive behavior. Sensitivity analysis sheds some lights on the influence of different communication strategies on pandemic impacts. Those findings contribute to effective pandemic planning and containment, particularly at the beginning of an outbreak.</p>
</div>
</front>
<back><div1 type="bibliography"><listBibl><biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Barrat, A" uniqKey="Barrat A">A Barrat</name>
</author>
<author><name sortKey="Barthelemy, M" uniqKey="Barthelemy M">M Barthelemy</name>
</author>
<author><name sortKey="Vespignani, A" uniqKey="Vespignani A">A Vespignani</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Beutels, P" uniqKey="Beutels P">P Beutels</name>
</author>
<author><name sortKey="Shkedy, Z" uniqKey="Shkedy Z">Z Shkedy</name>
</author>
<author><name sortKey="Aerts, M" uniqKey="Aerts M">M Aerts</name>
</author>
<author><name sortKey="Van Damme, P" uniqKey="Van Damme P">P Van Damme</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Bian, L" uniqKey="Bian L">L Bian</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Bobashev, Gv" uniqKey="Bobashev G">GV Bobashev</name>
</author>
<author><name sortKey="Goedecke, Dm" uniqKey="Goedecke D">DM Goedecke</name>
</author>
<author><name sortKey="Yu, F" uniqKey="Yu F">F Yu</name>
</author>
<author><name sortKey="Epstein, J" uniqKey="Epstein J">J Epstein</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Cowling, Bj" uniqKey="Cowling B">BJ Cowling</name>
</author>
<author><name sortKey="Chan, Kh" uniqKey="Chan K">KH Chan</name>
</author>
<author><name sortKey="Fang, Vj" uniqKey="Fang V">VJ Fang</name>
</author>
<author><name sortKey="Cheng, Ck" uniqKey="Cheng C">CK Cheng</name>
</author>
<author><name sortKey="Fung, Ro" uniqKey="Fung R">RO Fung</name>
</author>
<author><name sortKey="Wai, W" uniqKey="Wai W">W Wai</name>
</author>
<author><name sortKey="Sin, J" uniqKey="Sin J">J Sin</name>
</author>
<author><name sortKey="Seto, Wh" uniqKey="Seto W">WH Seto</name>
</author>
<author><name sortKey="Yung, R" uniqKey="Yung R">R Yung</name>
</author>
<author><name sortKey="Chu, Dw" uniqKey="Chu D">DW Chu</name>
</author>
<author><name sortKey="Chiu, Bc" uniqKey="Chiu B">BC Chiu</name>
</author>
<author><name sortKey="Lee, Pw" uniqKey="Lee P">PW Lee</name>
</author>
<author><name sortKey="Chiu, Mc" uniqKey="Chiu M">MC Chiu</name>
</author>
<author><name sortKey="Lee, Hc" uniqKey="Lee H">HC Lee</name>
</author>
<author><name sortKey="Uyeki, Tm" uniqKey="Uyeki T">TM Uyeki</name>
</author>
<author><name sortKey="Houck, Pm" uniqKey="Houck P">PM Houck</name>
</author>
<author><name sortKey="Peiris, Js" uniqKey="Peiris J">JS Peiris</name>
</author>
<author><name sortKey="Leung, Gm" uniqKey="Leung G">GM Leung</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Delre, Sa" uniqKey="Delre S">SA Delre</name>
</author>
<author><name sortKey="Jager, W" uniqKey="Jager W">W Jager</name>
</author>
<author><name sortKey="Janssen, Ma" uniqKey="Janssen M">MA Janssen</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Easley, D" uniqKey="Easley D">D Easley</name>
</author>
<author><name sortKey="Kleinberg, J" uniqKey="Kleinberg J">J Kleinberg</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Edmunds, Wj" uniqKey="Edmunds W">WJ Edmunds</name>
</author>
<author><name sortKey="O Allaghan, Cj" uniqKey="O Allaghan C">CJ O’Callaghan</name>
</author>
<author><name sortKey="Nokes, Dj" uniqKey="Nokes D">DJ Nokes</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Ekberg, J" uniqKey="Ekberg J">J Ekberg</name>
</author>
<author><name sortKey="Eriksson, H" uniqKey="Eriksson H">H Eriksson</name>
</author>
<author><name sortKey="Morin, M" uniqKey="Morin M">M Morin</name>
</author>
<author><name sortKey="Holm, E" uniqKey="Holm E">E Holm</name>
</author>
<author><name sortKey="Stromgren, M" uniqKey="Stromgren M">M Stromgren</name>
</author>
<author><name sortKey="Timpka, T" uniqKey="Timpka T">T Timpka</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ferguson, Nm" uniqKey="Ferguson N">NM Ferguson</name>
</author>
<author><name sortKey="Cummings, Da" uniqKey="Cummings D">DA Cummings</name>
</author>
<author><name sortKey="Cauchemez, S" uniqKey="Cauchemez S">S Cauchemez</name>
</author>
<author><name sortKey="Fraser, C" uniqKey="Fraser C">C Fraser</name>
</author>
<author><name sortKey="Riley, S" uniqKey="Riley S">S Riley</name>
</author>
<author><name sortKey="Meeyai, A" uniqKey="Meeyai A">A Meeyai</name>
</author>
<author><name sortKey="Iamsirithaworn, S" uniqKey="Iamsirithaworn S">S Iamsirithaworn</name>
</author>
<author><name sortKey="Burke, Ds" uniqKey="Burke D">DS Burke</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Funk, S" uniqKey="Funk S">S Funk</name>
</author>
<author><name sortKey="Bansal, S" uniqKey="Bansal S">S Bansal</name>
</author>
<author><name sortKey="Bauch, Ct" uniqKey="Bauch C">CT Bauch</name>
</author>
<author><name sortKey="Eames, Kt" uniqKey="Eames K">KT Eames</name>
</author>
<author><name sortKey="Edmunds, Wj" uniqKey="Edmunds W">WJ Edmunds</name>
</author>
<author><name sortKey="Galvani, Ap" uniqKey="Galvani A">AP Galvani</name>
</author>
<author><name sortKey="Klepac, P" uniqKey="Klepac P">P Klepac</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Galante, G" uniqKey="Galante G">G Galante</name>
</author>
<author><name sortKey="Rizzi, Rl" uniqKey="Rizzi R">RL Rizzi</name>
</author>
<author><name sortKey="Rizzi, Cb" uniqKey="Rizzi C">CB Rizzi</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Grabowskia, A" uniqKey="Grabowskia A">A Grabowskia</name>
</author>
<author><name sortKey="Kosinskia, R" uniqKey="Kosinskia R">R Kosinskia</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Jehn, M" uniqKey="Jehn M">M Jehn</name>
</author>
<author><name sortKey="Kim, Y" uniqKey="Kim Y">Y Kim</name>
</author>
<author><name sortKey="Bradley, B" uniqKey="Bradley B">B Bradley</name>
</author>
<author><name sortKey="Lant, T" uniqKey="Lant T">T Lant</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kamate, Sk" uniqKey="Kamate S">SK Kamate</name>
</author>
<author><name sortKey="Agrawal, A" uniqKey="Agrawal A">A Agrawal</name>
</author>
<author><name sortKey="Chaudhary, H" uniqKey="Chaudhary H">H Chaudhary</name>
</author>
<author><name sortKey="Singh, K" uniqKey="Singh K">K Singh</name>
</author>
<author><name sortKey="Mishra, P" uniqKey="Mishra P">P Mishra</name>
</author>
<author><name sortKey="Asawa, K" uniqKey="Asawa K">K Asawa</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Keeling, Mj" uniqKey="Keeling M">MJ Keeling</name>
</author>
<author><name sortKey="Eames, Kt" uniqKey="Eames K">KT Eames</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Keeling, Mj" uniqKey="Keeling M">MJ Keeling</name>
</author>
<author><name sortKey="Rohani, P" uniqKey="Rohani P">P Rohani</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Larson, Rc" uniqKey="Larson R">RC Larson</name>
</author>
<author><name sortKey="Nigmatulina, Kr" uniqKey="Nigmatulina K">KR Nigmatulina</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lau, Eh" uniqKey="Lau E">EH Lau</name>
</author>
<author><name sortKey="Griffiths, S" uniqKey="Griffiths S">S Griffiths</name>
</author>
<author><name sortKey="Choi, Kc" uniqKey="Choi K">KC Choi</name>
</author>
<author><name sortKey="Tsui, Hy" uniqKey="Tsui H">HY Tsui</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lau, Jt" uniqKey="Lau J">JT Lau</name>
</author>
<author><name sortKey="Yang, X" uniqKey="Yang X">X Yang</name>
</author>
<author><name sortKey="Tsui, H" uniqKey="Tsui H">H Tsui</name>
</author>
<author><name sortKey="Kim, Jh" uniqKey="Kim J">JH Kim</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Lindell, Mk" uniqKey="Lindell M">MK Lindell</name>
</author>
<author><name sortKey="Perry, Rw" uniqKey="Perry R">RW Perry</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lloyd Smith, J" uniqKey="Lloyd Smith J">J Lloyd-Smith</name>
</author>
<author><name sortKey="Schreiber, S" uniqKey="Schreiber S">S Schreiber</name>
</author>
<author><name sortKey="Kopp, P" uniqKey="Kopp P">P Kopp</name>
</author>
<author><name sortKey="Getz, W" uniqKey="Getz W">W Getz</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Mikolajczyk, Rt" uniqKey="Mikolajczyk R">RT Mikolajczyk</name>
</author>
<author><name sortKey="Kretzschmar, M" uniqKey="Kretzschmar M">M Kretzschmar</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Mikolajczyk, Rt" uniqKey="Mikolajczyk R">RT Mikolajczyk</name>
</author>
<author><name sortKey="Akmatov, Mk" uniqKey="Akmatov M">MK Akmatov</name>
</author>
<author><name sortKey="Rastin, S" uniqKey="Rastin S">S Rastin</name>
</author>
<author><name sortKey="Kretzschmar, M" uniqKey="Kretzschmar M">M Kretzschmar</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Newman, M" uniqKey="Newman M">M Newman</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Parker, Dj" uniqKey="Parker D">DJ Parker</name>
</author>
<author><name sortKey="Priest, Sj" uniqKey="Priest S">SJ Priest</name>
</author>
<author><name sortKey="Tapsell, Sm" uniqKey="Tapsell S">SM Tapsell</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Perez, L" uniqKey="Perez L">L Perez</name>
</author>
<author><name sortKey="Dragicevic, S" uniqKey="Dragicevic S">S Dragicevic</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Perry, Rw" uniqKey="Perry R">RW Perry</name>
</author>
<author><name sortKey="Lindell, Mk" uniqKey="Lindell M">MK Lindell</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Philipson, Tj" uniqKey="Philipson T">TJ Philipson</name>
</author>
<author><name sortKey="Posner, Ra" uniqKey="Posner R">RA Posner</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Potter, Ge" uniqKey="Potter G">GE Potter</name>
</author>
<author><name sortKey="Handcock, Ms" uniqKey="Handcock M">MS Handcock</name>
</author>
<author><name sortKey="Longini, Im" uniqKey="Longini I">IM Longini</name>
</author>
<author><name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Read, Jm" uniqKey="Read J">JM Read</name>
</author>
<author><name sortKey="Eames, Kt" uniqKey="Eames K">KT Eames</name>
</author>
<author><name sortKey="Edmunds, Wj" uniqKey="Edmunds W">WJ Edmunds</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Roberts, Sg" uniqKey="Roberts S">SG Roberts</name>
</author>
<author><name sortKey="Dunbar, Ri" uniqKey="Dunbar R">RI Dunbar</name>
</author>
<author><name sortKey="Pollet, Tv" uniqKey="Pollet T">TV Pollet</name>
</author>
<author><name sortKey="Kuppens, T" uniqKey="Kuppens T">T Kuppens</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Tang, Cs" uniqKey="Tang C">CS Tang</name>
</author>
<author><name sortKey="Cy, Wong" uniqKey="Cy W">Wong Cy</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Tang, Cs" uniqKey="Tang C">CS Tang</name>
</author>
<author><name sortKey="Wong, Cy" uniqKey="Wong C">CY Wong</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Taylor, M" uniqKey="Taylor M">M Taylor</name>
</author>
<author><name sortKey="Raphael, B" uniqKey="Raphael B">B Raphael</name>
</author>
<author><name sortKey="Barr, M" uniqKey="Barr M">M Barr</name>
</author>
<author><name sortKey="Agho, K" uniqKey="Agho K">K Agho</name>
</author>
<author><name sortKey="Stevens, G" uniqKey="Stevens G">G Stevens</name>
</author>
<author><name sortKey="Jorm, L" uniqKey="Jorm L">L Jorm</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Tuite, Ar" uniqKey="Tuite A">AR Tuite</name>
</author>
<author><name sortKey="Greer, Al" uniqKey="Greer A">AL Greer</name>
</author>
<author><name sortKey="Whelan, M" uniqKey="Whelan M">M Whelan</name>
</author>
<author><name sortKey="Winter, Al" uniqKey="Winter A">AL Winter</name>
</author>
<author><name sortKey="Lee, B" uniqKey="Lee B">B Lee</name>
</author>
<author><name sortKey="Yan, P" uniqKey="Yan P">P Yan</name>
</author>
<author><name sortKey="Wu, J" uniqKey="Wu J">J Wu</name>
</author>
<author><name sortKey="Moghadas, S" uniqKey="Moghadas S">S Moghadas</name>
</author>
<author><name sortKey="Buckeridge, D" uniqKey="Buckeridge D">D Buckeridge</name>
</author>
<author><name sortKey="Pourbohloul, B" uniqKey="Pourbohloul B">B Pourbohloul</name>
</author>
<author><name sortKey="Fisman, Dn" uniqKey="Fisman D">DN Fisman</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vaughan, E" uniqKey="Vaughan E">E Vaughan</name>
</author>
<author><name sortKey="Tinker, T" uniqKey="Tinker T">T Tinker</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Watts, Dj" uniqKey="Watts D">DJ Watts</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Wu, Jt" uniqKey="Wu J">JT Wu</name>
</author>
<author><name sortKey="Cowling, Bj" uniqKey="Cowling B">BJ Cowling</name>
</author>
<author><name sortKey="Lau, Eh" uniqKey="Lau E">EH Lau</name>
</author>
<author><name sortKey="Ip, Dk" uniqKey="Ip D">DK Ip</name>
</author>
<author><name sortKey="Ho, Lm" uniqKey="Ho L">LM Ho</name>
</author>
<author><name sortKey="Tsang, T" uniqKey="Tsang T">T Tsang</name>
</author>
<author><name sortKey="Chuang, Sk" uniqKey="Chuang S">SK Chuang</name>
</author>
<author><name sortKey="Leung, Py" uniqKey="Leung P">PY Leung</name>
</author>
<author><name sortKey="Lo, Sv" uniqKey="Lo S">SV Lo</name>
</author>
<author><name sortKey="Liu, Sh" uniqKey="Liu S">SH Liu</name>
</author>
<author><name sortKey="Riley, S" uniqKey="Riley S">S Riley</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Yang, Y" uniqKey="Yang Y">Y Yang</name>
</author>
<author><name sortKey="Sugimoto, Jd" uniqKey="Sugimoto J">JD Sugimoto</name>
</author>
<author><name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
<author><name sortKey="Basta, Ne" uniqKey="Basta N">NE Basta</name>
</author>
<author><name sortKey="Chao, Dl" uniqKey="Chao D">DL Chao</name>
</author>
<author><name sortKey="Matrajt, L" uniqKey="Matrajt L">L Matrajt</name>
</author>
<author><name sortKey="Potter, G" uniqKey="Potter G">G Potter</name>
</author>
<author><name sortKey="Kenah, E" uniqKey="Kenah E">E Kenah</name>
</author>
<author><name sortKey="Longini, Im" uniqKey="Longini I">IM Longini</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Zhong, W" uniqKey="Zhong W">W Zhong</name>
</author>
<author><name sortKey="Kim, Y" uniqKey="Kim Y">Y Kim</name>
</author>
<author><name sortKey="Jehn, M" uniqKey="Jehn M">M Jehn</name>
</author>
</analytic>
</biblStruct>
</listBibl>
</div1>
</back>
</TEI>
<affiliations><list></list>
<tree><noCountry><name sortKey="Zhong, Wei" sort="Zhong, Wei" uniqKey="Zhong W" first="Wei" last="Zhong">Wei Zhong</name>
</noCountry>
</tree>
</affiliations>
</record>
Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Sante/explor/PandemieGrippaleV1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000840 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000840 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien |wiki= Sante |area= PandemieGrippaleV1 |flux= Main |étape= Exploration |type= RBID |clé= PMC:7087887 |texte= Simulating influenza pandemic dynamics with public risk communication and individual responsive behavior }}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Exploration/RBID.i -Sk "pubmed:32214873" \ | HfdSelect -Kh $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd \ | NlmPubMed2Wicri -a PandemieGrippaleV1
![]() | This area was generated with Dilib version V0.6.34. | ![]() |