Bradbury Naomi V, Probert William J M, Shea Katriona, Runge Michael C, Fonnesbeck Christopher J, Keeling Matt J, Ferrari Matthew J, Tildesley Michael J
School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, United Kingdom.
School of Life Sciences, University of Warwick, Coventry, United Kingdom.
PLoS Comput Biol. 2017 Feb 16;13(2):e1005318. doi: 10.1371/journal.pcbi.1005318. eCollection 2017 Feb.
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 £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.
非口蹄疫流行国家爆发口蹄疫会导致巨大的经济成本和牲畜损失,但疫苗接种的使用一直存在争议,部分原因是紧急口蹄疫疫苗接种存在不确定性。信息价值方法可应用于口蹄疫等疾病爆发问题,以研究解决不确定性后性能的提升情况。在此,我们计算了英国假设发生口蹄疫疫情时,解决疫苗效力、接种后产生免疫力的时间延迟以及每日疫苗接种能力等不确定性因素的预期价值。如果在采取控制措施之前能够解决所有不确定性因素,我们预计可节省5500万英镑的疫情成本,减少221,900头牲畜被扑杀,并缩短4.3天的疫情持续时间。所有疫苗接种策略都被认为优于仅扑杀策略。然而,发现最佳疫苗接种半径高度依赖于所有管理目标下的疫苗接种能力。我们计算得出,无论管理目标如何,通过解决围绕疫苗接种能力的不确定性,预计可挽回上述节省成本的85%以上。在疫情爆发前可能解决每日疫苗接种能力的不确定性,这将使决策者能够通过精心的应急规划选择最佳控制行动。