Comparing Effectiveness of Top-Down and Bottom-Up Strategies in Containing Influenza

被引:17
|
作者
Marathe, Achla [1 ,2 ]
Lewis, Bryan [1 ]
Barrett, Christopher [1 ,3 ]
Chen, Jiangzhuo [1 ]
Marathe, Madhav [1 ,3 ]
Eubank, Stephen [1 ,4 ]
Ma, Yifei [1 ]
机构
[1] Virginia Tech, Network Dynam & Simulat Sci Lab, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA
[2] Virginia Tech, Dept Agr & Appl Econ, Blacksburg, VA USA
[3] Virginia Tech, Dept Comp Sci, Blacksburg, VA USA
[4] Virginia Tech, Dept Phys, Blacksburg, VA USA
来源
PLOS ONE | 2011年 / 6卷 / 09期
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
D O I
10.1371/journal.pone.0025149
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This research compares the performance of bottom-up, self-motivated behavioral interventions with top-down interventions targeted at controlling an "Influenza-like-illness''. Both types of interventions use a variant of the ring strategy. In the first case, when the fraction of a person's direct contacts who are diagnosed exceeds a threshold, that person decides to seek prophylaxis, e. g. vaccine or antivirals; in the second case, we consider two intervention protocols, denoted Block and School: when a fraction of people who are diagnosed in a Census Block (resp., School) exceeds the threshold, prophylax the entire Block (resp., School). Results show that the bottom-up strategy outperforms the top-down strategies under our parameter settings. Even in situations where the Block strategy reduces the overall attack rate well, it incurs a much higher cost. These findings lend credence to the notion that if people used antivirals effectively, making them available quickly on demand to private citizens could be a very effective way to control an outbreak.
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页数:6
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