Mills Cathal L, Woodroffe Rosie, Donnelly Christl A
Department of Statistics, University of Oxford, Oxford, UK.
Pandemic Sciences Institute, University of Oxford, Oxford, UK.
R Soc Open Sci. 2024 Aug 21;11(8):240386. doi: 10.1098/rsos.240386. eCollection 2024 Aug.
In the second investigation in a pair of analyses which re-evaluates the Randomised Badger Culling Trial (RBCT), we estimate the effects of proactive badger culling on the incidence of tuberculosis (TB) in cattle populations in unculled neighbouring areas. Throughout peer-reviewed analyses of the RBCT, proactive culling was estimated to have detrimental effects on the incidence of herd breakdowns (i.e. TB incidents) in neighbouring areas. Using previously published, publicly available data, we appraise a variety of frequentist and Bayesian models as we estimate the effects of proactive culling on confirmed herd breakdowns in unculled neighbouring areas. For the during trial period from the initial culls until 4 September 2005, we estimate consistently high probabilities that proactive culling had adverse effects on confirmed herd breakdowns in unculled neighbouring areas, thus supporting the theory of heightened risk of TB for the neighbouring cattle populations. Negligible culling effects are estimated in the post-trial period across the statistical approaches and imply unsustained long-term effects for unculled neighbouring areas. Therefore, when considered alongside estimated beneficial effects within proactive culling areas, these conflicting adverse side effects render proactive culling complex, and thus, decision making regarding potential culling strategies should include (i) ecological, geographical and scientific considerations and (ii) cost-benefit analyses.
在重新评估獾随机扑杀试验(RBCT)的一系列分析中的第二项调查中,我们估计了主动扑杀獾对未进行扑杀的相邻地区牛群结核病(TB)发病率的影响。在对RBCT的同行评审分析中,主动扑杀被估计会对相邻地区的牛群疫情爆发(即结核病事件)发生率产生不利影响。利用先前发表的公开可用数据,我们评估了各种频率论和贝叶斯模型,以估计主动扑杀对未进行扑杀的相邻地区确诊牛群疫情爆发的影响。对于从最初扑杀到2005年9月4日的试验期间,我们一致估计主动扑杀对未进行扑杀的相邻地区确诊牛群疫情爆发有不利影响的概率很高,从而支持了相邻牛群结核病风险增加的理论。在试验后期间,通过各种统计方法估计的扑杀效果可忽略不计,这意味着对未进行扑杀的相邻地区没有持续的长期影响。因此,当与主动扑杀地区估计的有益效果一起考虑时,这些相互矛盾的不利副作用使得主动扑杀变得复杂,因此,关于潜在扑杀策略的决策应包括(i)生态、地理和科学方面的考虑因素以及(ii)成本效益分析。