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Evaluation of the spatial patterns and risk factors, including backyard pigs, for classical swine fever occurrence in Bulgaria using a Bayesian model

Investigation article published in Geospatial health

May 1st, 2014

The spatial pattern and epidemiology of backyard pig farming and other low bio-security pig production systems and their role in the occurrence of classical swine fever (CSF) is described and evaluated. A spatial Bayesian model was used to explore the risk factors, including human demographics, socioeconomic and environmental factors. The analyses were performed for Bulgaria, which has a large number of backyard farms (96% of all pig farms in the country are classified as backyard farms), and it is one of the countries for which both backyard pig and farm counts were available. Results reveal that the high-risk areas are typically concentrated in areas with small family farms, high numbers of outgoing pig shipments and low levels of personal consumption (i.e. economically deprived areas). Identification of risk factors and high-risk areas for CSF will allow to targeting risk-based surveillance strategies leading to prevention, control and, ultimately, elimination of the disease in Bulgaria and other countries with similar socio-epidemiological conditions




Martinez-Lopez B., Alexandrov T., Mur L., Sanchez-Vizcaino F. and Sanchez-Vizcaino JM..




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Evaluation of the spatial patterns and risk factors, including backyard pigs, for classical swine fever occurrence in Bulgaria using a Bayesian model

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Evaluation of the spatial patterns and risk factors, including backyard pigs, for classical swine fever occurrence in Bulgaria using a Bayesian model



Participants:

University of California-DavisUniversity of California-Davis (UCDAVIS).

Universidad ComplutenseServicio de Inmunología Viral y Medicina Preventiva (SUAT). Centro de Vigilancia Sanitaria Veterinaria (VISAVET). Universidad Complutense (UCM).

Universidad ComplutenseDepartamento de Sanidad Animal. Facultad de Veterinaria. Universidad Complutense (UCM).

Bulgarian Food Safety AgencyBulgarian Food Safety Agency (BFSA).







FACTOR YEAR Q
1.194 2014

NLMID: 101302943

PMID: 24893026

ISSN: 1827-1987



TITLE: Evaluation of the spatial patterns and risk factors, including backyard pigs, for classical swine fever occurrence in Bulgaria using a Bayesian model


JOURNAL: Geospat Health


NUMERACIÓN: 8(2):489-501


AÑO: 2014


PUBLISHER: Naples, Italy : University of Naples Federico II, Faculty of Veterinary Medicine, Department of Pathology and Animal Health


AUTHORS: Martinez-Lopez B., Alexandrov T., Mur L., Sanchez-Vizcaino F. and Sanchez-Vizcaino JM..


José Manuel Sánchez-Vizcaíno Rodríguez

DOI: https://doi.org/10.4081/gh.2014.38


CITE THIS PUBLICATION:

Martinez-Lopez B., Alexandrov T., Mur L., Sanchez-Vizcaino F. and Sanchez-Vizcaino JM. Evaluation of the spatial patterns and risk factors, including backyard pigs, for classical swine fever occurrence in Bulgaria using a Bayesian model. Geospatial health. 8(2):489-501. 2014. (A). ISSN: 1827-1987. DOI: 10.4081/gh.2014.38


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