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Identifying temporal variation in reported births, deaths and movements of cattle in Britain

BACKGROUND: The accuracy of predicting disease occurrence using epidemic models relies on an understanding of the system or population under investigation. At the time of the Foot and Mouth disease (FMD) outbreak of 2001, there were limited reports in the literature as to the cattle population struc...

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Autores principales: Robinson, Susan E, Christley, Rob M
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1440854/
https://www.ncbi.nlm.nih.gov/pubmed/16573832
http://dx.doi.org/10.1186/1746-6148-2-11
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author Robinson, Susan E
Christley, Rob M
author_facet Robinson, Susan E
Christley, Rob M
author_sort Robinson, Susan E
collection PubMed
description BACKGROUND: The accuracy of predicting disease occurrence using epidemic models relies on an understanding of the system or population under investigation. At the time of the Foot and Mouth disease (FMD) outbreak of 2001, there were limited reports in the literature as to the cattle population structure in Britain. In this paper we examine the temporal patterns of cattle births, deaths, imports and movements occurring within Britain, reported to the Department for the Environment, Food and Rural Affairs (DEFRA) through the British Cattle Movement service (BCMS) during the period 1(st )January 2002 to 28(th )February 2005. RESULTS: In Britain, the number of reported cattle births exhibit strong seasonality characterised by a large spring peak followed by a smaller autumn peak. Other event types also exhibit strong seasonal trends; both the reported number of cattle slaughtered and "on-farm" cattle deaths increase during the final part of the year. After allowing for seasonal components by smoothing the data, we illustrate that there is very little remaining non-seasonal trend in the number of cattle births, "on-farm" deaths, slaughterhouse deaths, on- and off-movements. However after allowing for seasonal fluctuations the number of cattle imports has been decreasing since 2002. Reporting of movements, births and deaths was more frequent on certain days of the week. For instance, greater numbers of cattle were slaughtered on Tuesdays, Wednesdays and Thursdays. Evidence for digit preference was found in the reporting of births and "on-farm" deaths with particular bias towards over reporting on the 1(st), 10(th )and 20(th )of each month. CONCLUSION: This study provides insight into the population and movement dynamics of the British cattle population. Although the population is in constant flux, seasonal and long term trends can be identified in the number of reported births, deaths and movements of cattle. Incorporating this temporal variation in epidemic disease modelling may result in more accurate model predictions and may usefully inform future surveillance strategies.
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spelling pubmed-14408542006-04-20 Identifying temporal variation in reported births, deaths and movements of cattle in Britain Robinson, Susan E Christley, Rob M BMC Vet Res Research Article BACKGROUND: The accuracy of predicting disease occurrence using epidemic models relies on an understanding of the system or population under investigation. At the time of the Foot and Mouth disease (FMD) outbreak of 2001, there were limited reports in the literature as to the cattle population structure in Britain. In this paper we examine the temporal patterns of cattle births, deaths, imports and movements occurring within Britain, reported to the Department for the Environment, Food and Rural Affairs (DEFRA) through the British Cattle Movement service (BCMS) during the period 1(st )January 2002 to 28(th )February 2005. RESULTS: In Britain, the number of reported cattle births exhibit strong seasonality characterised by a large spring peak followed by a smaller autumn peak. Other event types also exhibit strong seasonal trends; both the reported number of cattle slaughtered and "on-farm" cattle deaths increase during the final part of the year. After allowing for seasonal components by smoothing the data, we illustrate that there is very little remaining non-seasonal trend in the number of cattle births, "on-farm" deaths, slaughterhouse deaths, on- and off-movements. However after allowing for seasonal fluctuations the number of cattle imports has been decreasing since 2002. Reporting of movements, births and deaths was more frequent on certain days of the week. For instance, greater numbers of cattle were slaughtered on Tuesdays, Wednesdays and Thursdays. Evidence for digit preference was found in the reporting of births and "on-farm" deaths with particular bias towards over reporting on the 1(st), 10(th )and 20(th )of each month. CONCLUSION: This study provides insight into the population and movement dynamics of the British cattle population. Although the population is in constant flux, seasonal and long term trends can be identified in the number of reported births, deaths and movements of cattle. Incorporating this temporal variation in epidemic disease modelling may result in more accurate model predictions and may usefully inform future surveillance strategies. BioMed Central 2006-03-30 /pmc/articles/PMC1440854/ /pubmed/16573832 http://dx.doi.org/10.1186/1746-6148-2-11 Text en Copyright © 2006 Robinson and Christley; licensee BioMed Central Ltd.
spellingShingle Research Article
Robinson, Susan E
Christley, Rob M
Identifying temporal variation in reported births, deaths and movements of cattle in Britain
title Identifying temporal variation in reported births, deaths and movements of cattle in Britain
title_full Identifying temporal variation in reported births, deaths and movements of cattle in Britain
title_fullStr Identifying temporal variation in reported births, deaths and movements of cattle in Britain
title_full_unstemmed Identifying temporal variation in reported births, deaths and movements of cattle in Britain
title_short Identifying temporal variation in reported births, deaths and movements of cattle in Britain
title_sort identifying temporal variation in reported births, deaths and movements of cattle in britain
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1440854/
https://www.ncbi.nlm.nih.gov/pubmed/16573832
http://dx.doi.org/10.1186/1746-6148-2-11
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