Quantifying the Value of Perfect Information in Emergency Vaccination Campaigns

被引:14
作者
Bradbury, Naomi V. [1 ,2 ]
Probert, William J. M. [1 ,2 ,3 ]
Shea, Katriona [4 ,5 ,6 ]
Runge, Michael C. [7 ]
Fonnesbeck, Christopher J. [8 ]
Keeling, Matt J. [2 ,3 ]
Ferrari, Matthew J. [4 ,5 ,6 ]
Tildesley, Michael J. [1 ,2 ,3 ]
机构
[1] Univ Nottingham, Sch Vet Med & Sci, Nottingham, Leics, England
[2] Univ Warwick, Sch Life Sci, Coventry, W Midlands, England
[3] Univ Warwick, Math Inst, Coventry, W Midlands, England
[4] Penn State Univ, Dept Biol, Eberly Coll Sci, Ctr Infect Dis Dynam, University Pk, PA 16802 USA
[5] Penn State Univ, Dept Biol, Mueller Lab 208, University Pk, PA 16802 USA
[6] Penn State Univ, Intercoll Grad Degree Program Ecol, Mueller Lab 208, University Pk, PA 16802 USA
[7] US Geol Survey, Patuxent Wildlife Res Ctr, Laurel, MD USA
[8] Vanderbilt Univ, Sch Med, Dept Biostat, Nashville, TN 37212 USA
基金
英国生物技术与生命科学研究理事会; 美国国家科学基金会; 美国国家卫生研究院; 英国工程与自然科学研究理事会;
关键词
MOUTH-DISEASE; GREAT-BRITAIN; FOOT; STRATEGIES; EPIDEMIC; SPREAD; MODELS; VIRUS;
D O I
10.1371/journal.pcbi.1005318
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Foot-and-mouth disease outbreaks in non-endemic countries can lead to large economic costs and livestock losses but the use of vaccination has been contentious, partly due to uncertainty about emergency FMD vaccination. Value of information methods can be applied to disease outbreak problems such as FMD in order to investigate the performance improvement from resolving uncertainties. Here we calculate the expected value of resolving uncertainty about vaccine efficacy, time delay to immunity after vaccination and daily vaccination capacity for a hypothetical FMD outbreak in the UK. If it were possible to resolve all uncertainty prior to the introduction of control, we could expect savings of alpha 55 million in outbreak cost, 221,900 livestock culled and 4.3 days of outbreak duration. All vaccination strategies were found to be preferable to a culling only strategy. However, the optimal vaccination radius was found to be highly dependent upon vaccination capacity for all management objectives. We calculate that by resolving the uncertainty surrounding vaccination capacity we would expect to return over 85% of the above savings, regardless of management objective. It may be possible to resolve uncertainty about daily vaccination capacity before an outbreak, and this would enable decision makers to select the optimal control action via careful contingency planning.
引用
收藏
页数:15
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