Pandemic Influenza Simulation with Public Avoidance Behavior

作者: Wei Zhong , Tim Lant , Megan Jehn , Yushim Kim

DOI: 10.1007/978-1-4614-1665-4_10

关键词: Epidemic dynamicsResearch contextEnvironmental healthRisk communicationPandemic influenzaRisk perceptionOutbreakSystem dynamics modelSensitivity analysesGeography

摘要: This chapter explores how classical mathematical models for epidemic simulation can be modified to properly incorporate relevant social and behavioral dimensions. Using the 2009 H1N1 influenza outbreak in Arizona as research context, we a “Susceptible-Exposed-Infected-Removed” (SEIR) model simulated it system dynamics model. The of influenza-related morbidity is examined, considering emergency risk communication public avoidance behavior during outbreak. Sensitivity analyses are performed explore impact variability uncertain parameters on community. We end this with discussion use ­models inform efforts prepare communities pandemic outbreaks.

参考文章(40)
Johan Jenvald, Magnus Morin, Henrik Eriksson, Toomas Timpka, Simulation as decision support in pandemic influenza preparedness and response ,(2007)
Byung-Kwang Yoo, Megumi Kasajima, Jay Bhattacharya, Public Avoidance and the Epidemiology of Novel H1N1 Influenza A Social Science Research Network. ,(2010) , 10.3386/W15752
Alain Barrat, Marc Barthlemy, Alessandro Vespignani, Dynamical Processes on Complex Networks ,(2008)
Joakim Ekberg, Magnus Strömgren, Magnus Morin, Henrik Eriksson, Einar Holm, Toomas Timpka, Impact of precautionary behaviors during outbreaks of pandemic influenza: modeling of regional differences. american medical informatics association annual symposium. ,vol. 2009, pp. 163- 167 ,(2009)
Megan Jehn, Yushim Kim, Barrie Bradley, Timothy Lant, Community knowledge, risk perception, and preparedness for the 2009 influenza A/H1N1 pandemic. Journal of Public Health Management and Practice. ,vol. 17, pp. 431- 438 ,(2011) , 10.1097/PHH.0B013E3182113921
Gergely Röst, Jianhong Wu, SEIR epidemiological model with varying infectivity and infinite delay Mathematical Biosciences and Engineering. ,vol. 5, pp. 389- 402 ,(2008) , 10.3934/MBE.2008.5.389
Elaine Vaughan, Timothy Tinker, Effective health risk communication about pandemic influenza for vulnerable populations. American Journal of Public Health. ,vol. 99, pp. 324- 332 ,(2009) , 10.2105/AJPH.2009.162537
Contributions to the Mathematical Theory of Epidemics. III. Further Studies of the Problem of Endemicity Proceedings of The Royal Society A: Mathematical, Physical and Engineering Sciences. ,vol. 141, pp. 94- 122 ,(1933) , 10.1098/RSPA.1933.0106
Joseph TF Lau, Sian Griffiths, Kai Chow Choi, Hi Yi Tsui, Avoidance behaviors and negative psychological responses in the general population in the initial stage of the H1N1 pandemic in Hong Kong BMC Infectious Diseases. ,vol. 10, pp. 139- 139 ,(2010) , 10.1186/1471-2334-10-139
Y. Yang, J. D. Sugimoto, M. E. Halloran, N. E. Basta, D. L. Chao, L. Matrajt, G. Potter, E. Kenah, I. M. Longini, The Transmissibility and Control of Pandemic Influenza A (H1N1) Virus Science. ,vol. 326, pp. 729- 733 ,(2009) , 10.1126/SCIENCE.1177373