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Can good broiler flock welfare prevent colonization by Campylobacter?
Using data on rearing and welfare metrics of multiple commercial broiler flocks, we investigate how welfare measures such as hock burn, mortality, and pododermatitis, among others, impact the likelihood of a flock becoming colonized by Campylobacter. Using both logistic regression and Bayesian netwo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493578/ https://www.ncbi.nlm.nih.gov/pubmed/34607156 http://dx.doi.org/10.1016/j.psj.2021.101420 |
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author | Rawson, Thomas Colles, Frances M. Smith, Adrian L. Dawkins, Marian Stamp Bonsall, Michael B. |
author_facet | Rawson, Thomas Colles, Frances M. Smith, Adrian L. Dawkins, Marian Stamp Bonsall, Michael B. |
author_sort | Rawson, Thomas |
collection | PubMed |
description | Using data on rearing and welfare metrics of multiple commercial broiler flocks, we investigate how welfare measures such as hock burn, mortality, and pododermatitis, among others, impact the likelihood of a flock becoming colonized by Campylobacter. Using both logistic regression and Bayesian networks, we show that, while some welfare metrics were weakly related to Campylobacter colonization, evidence could not be found to suggest that these metrics directly exacerbated Campylobacter colonization, rather that they were both symptoms of the same parent variable – the managing company. Observed dependency on the management of the flock suggested that yet-undiscovered differences in rearing practice were the principal factor explaining both poor bird welfare and increased risk of Campylobacter, suggesting that action can be taken to improve both these factors simultaneously. |
format | Online Article Text |
id | pubmed-8493578 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-84935782021-10-08 Can good broiler flock welfare prevent colonization by Campylobacter? Rawson, Thomas Colles, Frances M. Smith, Adrian L. Dawkins, Marian Stamp Bonsall, Michael B. Poult Sci MICROBIOLOGY AND FOOD SAFETY Using data on rearing and welfare metrics of multiple commercial broiler flocks, we investigate how welfare measures such as hock burn, mortality, and pododermatitis, among others, impact the likelihood of a flock becoming colonized by Campylobacter. Using both logistic regression and Bayesian networks, we show that, while some welfare metrics were weakly related to Campylobacter colonization, evidence could not be found to suggest that these metrics directly exacerbated Campylobacter colonization, rather that they were both symptoms of the same parent variable – the managing company. Observed dependency on the management of the flock suggested that yet-undiscovered differences in rearing practice were the principal factor explaining both poor bird welfare and increased risk of Campylobacter, suggesting that action can be taken to improve both these factors simultaneously. Elsevier 2021-08-09 /pmc/articles/PMC8493578/ /pubmed/34607156 http://dx.doi.org/10.1016/j.psj.2021.101420 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | MICROBIOLOGY AND FOOD SAFETY Rawson, Thomas Colles, Frances M. Smith, Adrian L. Dawkins, Marian Stamp Bonsall, Michael B. Can good broiler flock welfare prevent colonization by Campylobacter? |
title | Can good broiler flock welfare prevent colonization by Campylobacter? |
title_full | Can good broiler flock welfare prevent colonization by Campylobacter? |
title_fullStr | Can good broiler flock welfare prevent colonization by Campylobacter? |
title_full_unstemmed | Can good broiler flock welfare prevent colonization by Campylobacter? |
title_short | Can good broiler flock welfare prevent colonization by Campylobacter? |
title_sort | can good broiler flock welfare prevent colonization by campylobacter? |
topic | MICROBIOLOGY AND FOOD SAFETY |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493578/ https://www.ncbi.nlm.nih.gov/pubmed/34607156 http://dx.doi.org/10.1016/j.psj.2021.101420 |
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