Applying Bipartite Network Analysis and Ordination Technique to Evaluate Long-Term Data from Veterinary–Sanitary Examination of Slaughtered Pigs
| cris.virtual.author-orcid | 0000-0003-4608-6092 | |
| cris.virtual.author-orcid | 0000-0002-1370-7625 | |
| cris.virtual.author-orcid | #PLACEHOLDER_PARENT_METADATA_VALUE# | |
| cris.virtual.author-orcid | 0000-0002-2572-0202 | |
| cris.virtual.author-orcid | 0000-0002-8358-0797 | |
| cris.virtualsource.author-orcid | c925cff9-7928-4326-9e3d-a4c04666d690 | |
| cris.virtualsource.author-orcid | 86de7053-c0cc-4a23-960c-fd3908659acc | |
| cris.virtualsource.author-orcid | #PLACEHOLDER_PARENT_METADATA_VALUE# | |
| cris.virtualsource.author-orcid | 4fbd1f59-0dc5-4c7a-8b19-33126b5d8e0c | |
| cris.virtualsource.author-orcid | 362c6679-6484-44a9-a5b6-eaf80f4cee38 | |
| dc.abstract.en | Animal and meat inspections in abattoirs are important in the surveillance of zoonotic diseases. Veterinary inspections in abattoirs can provide useful data for the management of health and welfare issues of humans and animals. Using the network analysis and ordination technique, in this study, we analyzed the data from 11 years of veterinary inspections in pig slaughterhouses from 16 regions in Poland. Based on the huge data set of 80,187,639 cases of diseases and welfare issues of pigs, the most frequent livestock diseases were identified to be abscesses, soiling, faecal or other contaminations, and congestions, which together accounted for 77.6% of the total condemnations. Spatial and temporal differences in swine diseases between the Polish regions were recognized using the above-mentioned statistical approaches. Moreover, with the use of a quite novel method, not used yet in preventive veterinary medicine, called a heatmap, the most problematic disease and welfare issues in each region in Poland were identified. The use of statistical approaches such as network analysis and ordination technique allow for identification of the health and welfare issues in slaughterhouses when dealing with long-term inspection data based on a very large number of cases, and then have to be adopted in current veterinary medicine. | |
| dc.affiliation | Wydział Medycyny Weterynaryjnej i Nauk o Zwierzętach | |
| dc.affiliation.institute | Katedra Hodowli Zwierząt i Oceny Surowców | |
| dc.affiliation.institute | Katedra Zoologii | |
| dc.contributor.author | Majewski, Michał | |
| dc.contributor.author | Dylewski, Łukasz | |
| dc.contributor.author | Grabowski, Sebastian | |
| dc.contributor.author | Racewicz, Przemysław Łukasz | |
| dc.contributor.author | Tryjanowski, Piotr | |
| dc.date.access | 2025-12-29 | |
| dc.date.accessioned | 2025-12-29T09:05:44Z | |
| dc.date.available | 2025-12-29T09:05:44Z | |
| dc.date.copyright | 2022-02-14 | |
| dc.date.issued | 2022 | |
| dc.description.abstract | <jats:p>Animal and meat inspections in abattoirs are important in the surveillance of zoonotic diseases. Veterinary inspections in abattoirs can provide useful data for the management of health and welfare issues of humans and animals. Using the network analysis and ordination technique, in this study, we analyzed the data from 11 years of veterinary inspections in pig slaughterhouses from 16 regions in Poland. Based on the huge data set of 80,187,639 cases of diseases and welfare issues of pigs, the most frequent livestock diseases were identified to be abscesses, soiling, faecal or other contaminations, and congestions, which together accounted for 77.6% of the total condemnations. Spatial and temporal differences in swine diseases between the Polish regions were recognized using the above-mentioned statistical approaches. Moreover, with the use of a quite novel method, not used yet in preventive veterinary medicine, called a heatmap, the most problematic disease and welfare issues in each region in Poland were identified. The use of statistical approaches such as network analysis and ordination technique allow for identification of the health and welfare issues in slaughterhouses when dealing with long-term inspection data based on a very large number of cases, and then have to be adopted in current veterinary medicine.</jats:p> | |
| dc.description.accesstime | at_publication | |
| dc.description.bibliography | il., bibliogr. | |
| dc.description.finance | publication_nocost | |
| dc.description.financecost | 0,00 | |
| dc.description.if | 3,0 | |
| dc.description.number | 4 | |
| dc.description.points | 100 | |
| dc.description.version | final_published | |
| dc.description.volume | 12 | |
| dc.identifier.doi | 10.3390/ani12040472 | |
| dc.identifier.issn | 2076-2615 | |
| dc.identifier.uri | https://sciencerep.up.poznan.pl/handle/item/6536 | |
| dc.identifier.weblink | https://www.mdpi.com/2076-2615/12/4/472 | |
| dc.language | en | |
| dc.relation.ispartof | Animals | |
| dc.relation.pages | art. 472 | |
| dc.rights | CC-BY | |
| dc.sciencecloud | nosend | |
| dc.share.type | OPEN_JOURNAL | |
| dc.subject.en | veterinary inspection | |
| dc.subject.en | meat inspection | |
| dc.subject.en | heatmap | |
| dc.subject.en | pig diseases | |
| dc.subject.en | condemnation | |
| dc.title | Applying Bipartite Network Analysis and Ordination Technique to Evaluate Long-Term Data from Veterinary–Sanitary Examination of Slaughtered Pigs | |
| dc.type | JournalArticle | |
| dspace.entity.type | Publication | |
| oaire.citation.issue | 4 | |
| oaire.citation.volume | 12 |