A bio-economic simulation study on the association between key performance indicators and pluck lesions in Irish farrow-to-finish pig farms
Abstract Background Pluck lesions are associated with decreased performance in grower-finisher pigs, but their economic impact needs to be further investigated. This study aimed to identify the main pluck lesions and the cut-off value for their prevalence, associated with changes in average daily ga...
Main Authors: | , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2020-12-01
|
Series: | Porcine Health Management |
Subjects: | |
Online Access: | https://doi.org/10.1186/s40813-020-00176-w |
id |
doaj-e0fe972eb55a4fbbaf123498cfdd2e8b |
---|---|
record_format |
Article |
spelling |
doaj-e0fe972eb55a4fbbaf123498cfdd2e8b2020-12-13T12:09:48ZengBMCPorcine Health Management2055-56602020-12-016111510.1186/s40813-020-00176-wA bio-economic simulation study on the association between key performance indicators and pluck lesions in Irish farrow-to-finish pig farmsJulia Adriana Calderón Díaz0Maria Rodrigues da Costa1Laurence Shalloo2Jarkko K. Niemi3Finola Catherine Leonard4Daniel Crespo-Piazuelo5Josep Gasa6Edgar García Manzanilla7Pig Development Department, Teagasc Animal and Grassland Research and Innovation CentrePig Development Department, Teagasc Animal and Grassland Research and Innovation CentreLivestock Production Systems, Teagasc Animal and Grassland Research and Innovation CentreNatural Resources Institute Finland (LUKE)School of Veterinary Medicine, University College DublinPig Development Department, Teagasc Animal and Grassland Research and Innovation CentreDepartament de Ciència Animal I dels Aliments, Facultat de Veterinaria, Universitat Autònoma de BarcelonaPig Development Department, Teagasc Animal and Grassland Research and Innovation CentreAbstract Background Pluck lesions are associated with decreased performance in grower-finisher pigs, but their economic impact needs to be further investigated. This study aimed to identify the main pluck lesions and the cut-off value for their prevalence, associated with changes in average daily gain (ADG) during the wean-to-finish period, to simulate their effects on economic performance of farrow-to-finish farms. Pigs (n = 162 ± 51.9 per farm) from 56 farrow-to-finish farms were inspected at slaughter and the prevalence of enzootic pneumonia-like lesions, pleurisy, lung scars, abscesses, pericarditis, and liver milk spots was estimated. For each farm, annual performance indicators were obtained. Regression trees analysis (RTA) was used to identify pluck lesions and to estimate cut-off values for their prevalence associated with changes in ADG. Different scenarios were simulated as per RTA results and economic and risk analyses were performed using the Teagasc Pig Production Model. Risk analysis was performed by Monte Carlo sampling using the Microsoft Excel add-in @Risk with 10,000 iterations. Results Pleurisy and lung scars were the main lesions associated with changes in ADG. Three scenarios were simulated based on RTA results: a 728 sow farrow-to-finish farm with prevalence of i) pleurisy < 25% and lung scars < 8% (LPLSC; ADG = 760 g); ii) pleurisy < 25% and lung scar ≥8% (LPHSC; ADG = 725 g) and iii) pleurisy ≥25% (HP; ADG = 671 g). The economic analysis showed increased feed and dead animals for disposal costs, and lower sales in the HP and LPHSC scenarios than in the LPLSC scenario; thereby reducing gross margin and net profit. Results from the risk analysis showed lower probability of reaching any given level of profit in the HP scenario compared with the LPHSC and LPLSC scenarios. Conclusion Under the conditions of this study, higher prevalence of pleurisy and lung scars were associated with decreased ADG during the grower-finisher period and with lower economic return in the simulated farms. These results highlight the economic benefits and importance of preventing and/or controlling respiratory disease.https://doi.org/10.1186/s40813-020-00176-wEconomic modellingLung scarsPig production systemsPleurisyRegression treesStochastic budgeting |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Julia Adriana Calderón Díaz Maria Rodrigues da Costa Laurence Shalloo Jarkko K. Niemi Finola Catherine Leonard Daniel Crespo-Piazuelo Josep Gasa Edgar García Manzanilla |
spellingShingle |
Julia Adriana Calderón Díaz Maria Rodrigues da Costa Laurence Shalloo Jarkko K. Niemi Finola Catherine Leonard Daniel Crespo-Piazuelo Josep Gasa Edgar García Manzanilla A bio-economic simulation study on the association between key performance indicators and pluck lesions in Irish farrow-to-finish pig farms Porcine Health Management Economic modelling Lung scars Pig production systems Pleurisy Regression trees Stochastic budgeting |
author_facet |
Julia Adriana Calderón Díaz Maria Rodrigues da Costa Laurence Shalloo Jarkko K. Niemi Finola Catherine Leonard Daniel Crespo-Piazuelo Josep Gasa Edgar García Manzanilla |
author_sort |
Julia Adriana Calderón Díaz |
title |
A bio-economic simulation study on the association between key performance indicators and pluck lesions in Irish farrow-to-finish pig farms |
title_short |
A bio-economic simulation study on the association between key performance indicators and pluck lesions in Irish farrow-to-finish pig farms |
title_full |
A bio-economic simulation study on the association between key performance indicators and pluck lesions in Irish farrow-to-finish pig farms |
title_fullStr |
A bio-economic simulation study on the association between key performance indicators and pluck lesions in Irish farrow-to-finish pig farms |
title_full_unstemmed |
A bio-economic simulation study on the association between key performance indicators and pluck lesions in Irish farrow-to-finish pig farms |
title_sort |
bio-economic simulation study on the association between key performance indicators and pluck lesions in irish farrow-to-finish pig farms |
publisher |
BMC |
series |
Porcine Health Management |
issn |
2055-5660 |
publishDate |
2020-12-01 |
description |
Abstract Background Pluck lesions are associated with decreased performance in grower-finisher pigs, but their economic impact needs to be further investigated. This study aimed to identify the main pluck lesions and the cut-off value for their prevalence, associated with changes in average daily gain (ADG) during the wean-to-finish period, to simulate their effects on economic performance of farrow-to-finish farms. Pigs (n = 162 ± 51.9 per farm) from 56 farrow-to-finish farms were inspected at slaughter and the prevalence of enzootic pneumonia-like lesions, pleurisy, lung scars, abscesses, pericarditis, and liver milk spots was estimated. For each farm, annual performance indicators were obtained. Regression trees analysis (RTA) was used to identify pluck lesions and to estimate cut-off values for their prevalence associated with changes in ADG. Different scenarios were simulated as per RTA results and economic and risk analyses were performed using the Teagasc Pig Production Model. Risk analysis was performed by Monte Carlo sampling using the Microsoft Excel add-in @Risk with 10,000 iterations. Results Pleurisy and lung scars were the main lesions associated with changes in ADG. Three scenarios were simulated based on RTA results: a 728 sow farrow-to-finish farm with prevalence of i) pleurisy < 25% and lung scars < 8% (LPLSC; ADG = 760 g); ii) pleurisy < 25% and lung scar ≥8% (LPHSC; ADG = 725 g) and iii) pleurisy ≥25% (HP; ADG = 671 g). The economic analysis showed increased feed and dead animals for disposal costs, and lower sales in the HP and LPHSC scenarios than in the LPLSC scenario; thereby reducing gross margin and net profit. Results from the risk analysis showed lower probability of reaching any given level of profit in the HP scenario compared with the LPHSC and LPLSC scenarios. Conclusion Under the conditions of this study, higher prevalence of pleurisy and lung scars were associated with decreased ADG during the grower-finisher period and with lower economic return in the simulated farms. These results highlight the economic benefits and importance of preventing and/or controlling respiratory disease. |
topic |
Economic modelling Lung scars Pig production systems Pleurisy Regression trees Stochastic budgeting |
url |
https://doi.org/10.1186/s40813-020-00176-w |
work_keys_str_mv |
AT juliaadrianacalderondiaz abioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT mariarodriguesdacosta abioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT laurenceshalloo abioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT jarkkokniemi abioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT finolacatherineleonard abioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT danielcrespopiazuelo abioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT josepgasa abioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT edgargarciamanzanilla abioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT juliaadrianacalderondiaz bioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT mariarodriguesdacosta bioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT laurenceshalloo bioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT jarkkokniemi bioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT finolacatherineleonard bioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT danielcrespopiazuelo bioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT josepgasa bioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms AT edgargarciamanzanilla bioeconomicsimulationstudyontheassociationbetweenkeyperformanceindicatorsandplucklesionsinirishfarrowtofinishpigfarms |
_version_ |
1724385230134968320 |