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牛的死亡率:两个数据源在提供群体水平监测情报方面的效用。

Bovine mortality: the utility of two data sources for the provision of population-level surveillance intelligence.

作者信息

Eze Jude I, Correia-Gomes Carla, Gunn George J, Tongue Sue C

机构信息

Centre for Epidemiology and Planetary Health, Scotland's Rural College (SRUC), Inverness, United Kingdom.

Biomathematics and Statistics Scotland, Edinburgh, United Kingdom.

出版信息

Front Vet Sci. 2024 Feb 7;11:1270329. doi: 10.3389/fvets.2024.1270329. eCollection 2024.

Abstract

INTRODUCTION

The use of existing data to provide surveillance intelligence is widely advocated but often presents considerable challenges. Two data sources could be used as proxies for the mortality experienced by the Scottish cattle population: deaths recorded in the mandatory register [Cattle Tracing System (CTS)] and fallen stock collections by the National Fallen Stock Company (NSFCo) with a nationwide voluntary membership.

METHODS

Data for the period 2011-2016 were described and compared to establish their strengths and limitations. Similarities and differences in their temporal, seasonal and spatial patterns were examined overall, at postcode area level and for different age groups. Temporal aberration detection algorithms (TADA) were fitted.

RESULTS

Broadly, similar patterns were observed in the two datasets; however, there were some notable differences. The observed seasonal, annual and spatial patterns match expectations, given knowledge of Scottish cattle production systems. The registry data provide more comprehensive coverage of all areas of Scotland, while collections data provide a more comprehensive measure of the mortality experienced in 0-1-month-old calves.

DISCUSSION

Consequently, estimates of early calf mortality and their impact on the livestock sector made using CTS, or successor registers, will be under-estimates. This may apply to other registry-based systems. Fitted TADA detected points of deviations from expected norms some of which coincided in the two datasets; one with a known external event that caused increased mortality. We have demonstrated that both data sources do have the potential to be utilized to provide measures of mortality in the Scottish cattle population that could inform surveillance activities. While neither is perfect, they are complementary. Each has strengths and weaknesses, so ideally, a system where they are analyzed and interpreted in parallel would optimize the information obtained for surveillance purposes for epidemiologists, risk managers, animal health policy-makers and the wider livestock industry sector. This study provides a foundation on which to build an operational system. Further development will require improvements in the timeliness of data availability and further investment of resources.

摘要

引言

利用现有数据提供监测情报的做法得到广泛提倡,但往往面临巨大挑战。有两个数据源可被用作苏格兰牛群死亡率的替代指标:强制登记册(牛只追踪系统,CTS)中记录的死亡情况,以及全国性自愿成员制的国家病死畜公司(NSFCo)收集的病死畜数据。

方法

对2011年至2016年期间的数据进行描述和比较,以确定其优势和局限性。从总体、邮政编码区域层面以及不同年龄组,研究了它们在时间、季节和空间模式上的异同。拟合了时间异常检测算法(TADA)。

结果

总体而言,两个数据集呈现出相似的模式;然而,也存在一些显著差异。鉴于对苏格兰养牛生产系统的了解,观察到的季节、年度和空间模式符合预期。登记数据对苏格兰所有地区的覆盖更全面,而收集数据对0至1月龄犊牛的死亡率衡量更全面。

讨论

因此,使用CTS或后续登记册对早期犊牛死亡率及其对畜牧业影响的估计将偏低。这可能适用于其他基于登记册的系统。拟合的TADA检测到了与预期标准的偏差点,其中一些在两个数据集中是一致的;其中一个与导致死亡率上升的已知外部事件相符。我们已经证明,这两个数据源都有潜力用于提供苏格兰牛群死亡率的衡量指标,为监测活动提供信息。虽然两者都不完美,但它们具有互补性。每个都有优缺点,因此理想情况下,一个对它们进行并行分析和解释的系统将优化为流行病学家、风险管理者、动物健康政策制定者和更广泛的畜牧业部门获取的用于监测目的的信息。本研究为构建一个可运行的系统奠定了基础。进一步的发展将需要提高数据可用性的及时性并进一步投入资源。

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