Cattle movement network, herd size, and bovine brucellosis in the State of Mato Grosso, Brazil
The aims of the present study were to compare centrality and other measures of bovine movement networks in the state of Mato Grosso, Brazil, in 2007, by examination of the positive and negative herds identified in the brucellosis survey conducted in 2003. In addition, we aimed to examine the associa...
Main Authors: | , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Universidade Estadual de Londrina
2016-11-01
|
Series: | Semina: Ciências Agrárias |
Subjects: | |
Online Access: | http://www.uel.br/revistas/uel/index.php/semagrarias/article/view/27206 |
id |
doaj-c223a6badd464b3aa570a79a2718e764 |
---|---|
record_format |
Article |
spelling |
doaj-c223a6badd464b3aa570a79a2718e7642020-11-24T23:46:03ZengUniversidade Estadual de LondrinaSemina: Ciências Agrárias1676-546X1679-03592016-11-01375Supl23777379210.5433/1679-0359.2016v37n5Supl2p377714421Cattle movement network, herd size, and bovine brucellosis in the State of Mato Grosso, BrazilRafael Ishibashi Cipullo0José Henrique Hildebrand Grisi-Filho1Ricardo Augusto Dias2Fernando Ferreira3José Soares Ferreira Neto4Vitor Salvador Picão Gonçalves5Fernando Silveira Marques6Rísia Lopes Negreiros7Raul Ossada8Marcos Amaku9Universidade de São PauloUniversidade de São PauloUniversidade de São PauloUniversidade de São PauloUniversidade de São PauloUniversidade de BrasíliaUniversidade de São PauloInstituto de Defesa Agropecuária do Estado do Mato GrossoUniversidade de São PauloUniversidade de São PauloThe aims of the present study were to compare centrality and other measures of bovine movement networks in the state of Mato Grosso, Brazil, in 2007, by examination of the positive and negative herds identified in the brucellosis survey conducted in 2003. In addition, we aimed to examine the association between herd size (measured by the number of females older than 24 months, denoted FEM24+) and animal trade between herds. We found a statistical association between brucellosis occurrence and both the total degree (number of traded animals) and out-degree (for the number of animals sold and the number of neighboring herds). This finding suggests that positive herds in the 2003 survey were trading (particularly selling) more frequently in 2007 than negative herds, thereby presumably increasing the risk of disease spread. Statistical differences observed (p-values) in the network of movements for reproduction purposes were more significant than those observed in other networks for average herd size; degrees of animals, batches, and neighbors; outdegree of neighbors; and betweenness. We found positive associations (p < 0.001) between the following variables: number of traded animals and the FEM24+ herd size; FEM24+ herd size and FEM24+ herd size of neighbors within the network of cattle movement; FEM24+ herd size of neighbors and number of traded animals; and weighted degree (animals) of neighbors and degree (animals) of the herd of origin. A comparison of positive and negative herds stratified by herd size (? 10 FEM24+; 11-50 FEM24+; and > 50 FEM24+), within the network of movements for reproduction purposes, revealed significant differences (p < 0.05) in the > 50 FEM24+ category only, for average herd size, total degree (animals, batches, and neighbors), outdegree (animals, batches, and neighbors), and outcloseness. Logistic regression analysis, in which average herd size and degree (animals) were both factors, showed that a tenfold increase in herd size and the number of animals traded would lead to an increased chance of a herd being positive by 41% (OR = 1.41 [1.01; 1.99]) and 39% (OR = 1.39 [1.05; 1.85]), respectively. We concluded that the presence of bovine brucellosis is associated with a larger herd size, which is consistent with other reports. We also found an association between the increased trade of bovines and the presence of bovine brucellosis. Furthermore, an association was noted between herd size and animal trade, both of which could contribute to the spread of brucellosis.http://www.uel.br/revistas/uel/index.php/semagrarias/article/view/27206Animal movementBovine brucellosisComplex networkHerd sizeMato Grosso. |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Rafael Ishibashi Cipullo José Henrique Hildebrand Grisi-Filho Ricardo Augusto Dias Fernando Ferreira José Soares Ferreira Neto Vitor Salvador Picão Gonçalves Fernando Silveira Marques Rísia Lopes Negreiros Raul Ossada Marcos Amaku |
spellingShingle |
Rafael Ishibashi Cipullo José Henrique Hildebrand Grisi-Filho Ricardo Augusto Dias Fernando Ferreira José Soares Ferreira Neto Vitor Salvador Picão Gonçalves Fernando Silveira Marques Rísia Lopes Negreiros Raul Ossada Marcos Amaku Cattle movement network, herd size, and bovine brucellosis in the State of Mato Grosso, Brazil Semina: Ciências Agrárias Animal movement Bovine brucellosis Complex network Herd size Mato Grosso. |
author_facet |
Rafael Ishibashi Cipullo José Henrique Hildebrand Grisi-Filho Ricardo Augusto Dias Fernando Ferreira José Soares Ferreira Neto Vitor Salvador Picão Gonçalves Fernando Silveira Marques Rísia Lopes Negreiros Raul Ossada Marcos Amaku |
author_sort |
Rafael Ishibashi Cipullo |
title |
Cattle movement network, herd size, and bovine brucellosis in the State of Mato Grosso, Brazil |
title_short |
Cattle movement network, herd size, and bovine brucellosis in the State of Mato Grosso, Brazil |
title_full |
Cattle movement network, herd size, and bovine brucellosis in the State of Mato Grosso, Brazil |
title_fullStr |
Cattle movement network, herd size, and bovine brucellosis in the State of Mato Grosso, Brazil |
title_full_unstemmed |
Cattle movement network, herd size, and bovine brucellosis in the State of Mato Grosso, Brazil |
title_sort |
cattle movement network, herd size, and bovine brucellosis in the state of mato grosso, brazil |
publisher |
Universidade Estadual de Londrina |
series |
Semina: Ciências Agrárias |
issn |
1676-546X 1679-0359 |
publishDate |
2016-11-01 |
description |
The aims of the present study were to compare centrality and other measures of bovine movement networks in the state of Mato Grosso, Brazil, in 2007, by examination of the positive and negative herds identified in the brucellosis survey conducted in 2003. In addition, we aimed to examine the association between herd size (measured by the number of females older than 24 months, denoted FEM24+) and animal trade between herds. We found a statistical association between brucellosis occurrence and both the total degree (number of traded animals) and out-degree (for the number of animals sold and the number of neighboring herds). This finding suggests that positive herds in the 2003 survey were trading (particularly selling) more frequently in 2007 than negative herds, thereby presumably increasing the risk of disease spread. Statistical differences observed (p-values) in the network of movements for reproduction purposes were more significant than those observed in other networks for average herd size; degrees of animals, batches, and neighbors; outdegree of neighbors; and betweenness. We found positive associations (p < 0.001) between the following variables: number of traded animals and the FEM24+ herd size; FEM24+ herd size and FEM24+ herd size of neighbors within the network of cattle movement; FEM24+ herd size of neighbors and number of traded animals; and weighted degree (animals) of neighbors and degree (animals) of the herd of origin. A comparison of positive and negative herds stratified by herd size (? 10 FEM24+; 11-50 FEM24+; and > 50 FEM24+), within the network of movements for reproduction purposes, revealed significant differences (p < 0.05) in the > 50 FEM24+ category only, for average herd size, total degree (animals, batches, and neighbors), outdegree (animals, batches, and neighbors), and outcloseness. Logistic regression analysis, in which average herd size and degree (animals) were both factors, showed that a tenfold increase in herd size and the number of animals traded would lead to an increased chance of a herd being positive by 41% (OR = 1.41 [1.01; 1.99]) and 39% (OR = 1.39 [1.05; 1.85]), respectively. We concluded that the presence of bovine brucellosis is associated with a larger herd size, which is consistent with other reports. We also found an association between the increased trade of bovines and the presence of bovine brucellosis. Furthermore, an association was noted between herd size and animal trade, both of which could contribute to the spread of brucellosis. |
topic |
Animal movement Bovine brucellosis Complex network Herd size Mato Grosso. |
url |
http://www.uel.br/revistas/uel/index.php/semagrarias/article/view/27206 |
work_keys_str_mv |
AT rafaelishibashicipullo cattlemovementnetworkherdsizeandbovinebrucellosisinthestateofmatogrossobrazil AT josehenriquehildebrandgrisifilho cattlemovementnetworkherdsizeandbovinebrucellosisinthestateofmatogrossobrazil AT ricardoaugustodias cattlemovementnetworkherdsizeandbovinebrucellosisinthestateofmatogrossobrazil AT fernandoferreira cattlemovementnetworkherdsizeandbovinebrucellosisinthestateofmatogrossobrazil AT josesoaresferreiraneto cattlemovementnetworkherdsizeandbovinebrucellosisinthestateofmatogrossobrazil AT vitorsalvadorpicaogoncalves cattlemovementnetworkherdsizeandbovinebrucellosisinthestateofmatogrossobrazil AT fernandosilveiramarques cattlemovementnetworkherdsizeandbovinebrucellosisinthestateofmatogrossobrazil AT risialopesnegreiros cattlemovementnetworkherdsizeandbovinebrucellosisinthestateofmatogrossobrazil AT raulossada cattlemovementnetworkherdsizeandbovinebrucellosisinthestateofmatogrossobrazil AT marcosamaku cattlemovementnetworkherdsizeandbovinebrucellosisinthestateofmatogrossobrazil |
_version_ |
1725494906464501760 |