Literature DB >> 31077274

Description, evaluation, and validation of the Teagasc Pig Production Model1.

Julia Adriana Calderón Díaz1, Laurence Shalloo2, Jarkko K Niemi3, Ilias Kyriazakis4, Michael McKeon1, Gerard McCutcheon5, Alan Bohan6, Edgar G Manzanilla1,7.   

Abstract

The Teagasc Pig Production Model (TPPM), a stochastic simulation model of a farrow-to-finish pig farm, was developed to investigate effects of changes in production systems on farm profitability. The model simulates, on a weekly basis, the annual production of a farm. Biological [e.g., herd size, number of litters/sow/year, and mortality rates (%)], physical (e.g., infrastructure), and technical (e.g., feeding practices) variables and their associated costs are included as components of the model. These inputs are used to calculate physical (e.g., feed usage and number of pigs slaughtered) and financial (e.g., annual cash flow, profit and loss account, and balance sheet) outputs. The model was validated using the Delphi method and by comparing the TPPM outputs to data recorded on 20 Irish pig farms through the Teagasc e-Profit monitor system and with complete receipts for the year 2016. Results showed that the TPPM closely simulates physical and financial performance of pig farms indicating that the TPPM can be used with confidence to study pig production systems under Irish conditions. Model applicability was demonstrated by investigating the impact of 2 changes in technical performance: 1) building of extra accommodation to increase body weight (BW) at sale by 15 kg (EXTRA ROOM) and 2) a change in feeding practices by providing finisher feed from 28 kg of BW (EARLY FINISHER) compared with over 38 kg of BW. In both scenarios, the same biological parameters were used. Mortality rates, feed ingredients costs, and price per kg of meat produced were included as stochastic variables with the input distributions derived based on historical data simulated using Monte Carlo sampling using the Microsoft Excel add-in @Risk. Annual mean net profit was €198,101 (90% confidence interval [CI]: €119,606-€275,539) for the TPPM base farm, €337,078 (90% CI: €246,320-€426,809) for the EXTRA ROOM, and €225,598 (90% CI: €146,685-€303,590) for the EARLY FINISHER. EXTRA ROOM was associated with higher costs and required higher income to cover the additional costs. The 90% CI of the EARLY FINISHER was similar to the TPPM base farm while the EXTRA ROOM scenario resulted in a wider confidence interval, suggesting that a change in feeding practices could be a better option for farmers looking to improve profit with minimum investment. Thus, the TPPM could be used to facilitate decision making in farrow-to-finish pig farms.
© The Author(s) 2019. Published by Oxford University Press on behalf of the American Society of Animal Science. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Entities:  

Keywords:  Monte Carlo simulation; bio-economic model; pig production systems; whole-farm stochastic budgeting

Mesh:

Year:  2019        PMID: 31077274      PMCID: PMC6606519          DOI: 10.1093/jas/skz163

Source DB:  PubMed          Journal:  J Anim Sci        ISSN: 0021-8812            Impact factor:   3.159


  14 in total

1.  Economic analyses of pig manure treatment options in Ireland.

Authors:  Tereza Nolan; Shane M Troy; Stephen Gilkinson; Peter Frost; Sihuang Xie; Xinmin Zhan; Caolan Harrington; Mark G Healy; Peadar G Lawlor
Journal:  Bioresour Technol       Date:  2011-11-20       Impact factor: 9.642

2.  The effect of increasing carcass weight of finishing boars and gilts on joint composition and meat quality.

Authors:  V E Beattie; R N Weatherup; B W Moss; N Walker
Journal:  Meat Sci       Date:  1999-06       Impact factor: 5.209

3.  Economic comparison of divergent strains of Holstein-Friesian cows in various pasture-based production systems.

Authors:  S McCarthy; B Horan; P Dillon; P O'Connor; M Rath; L Shalloo
Journal:  J Dairy Sci       Date:  2007-03       Impact factor: 4.034

4.  Quantifying the consequences of nutritional strategies aimed at decreasing phosphorus excretion from pig populations: a modeling approach.

Authors:  V Symeou; I Leinonen; I Kyriazakis
Journal:  Animal       Date:  2016-04       Impact factor: 3.240

5.  Optimal dietary energy and amino acids for gilt development: Growth, body composition, feed intake, and carcass composition traits.

Authors:  J A Calderón Díaz; J L Vallet; T J Prince; C E Phillips; A E DeDecker; K J Stalder
Journal:  J Anim Sci       Date:  2015-03       Impact factor: 3.159

6.  A model of nitrogen efficiency in contrasting grass-based dairy systems.

Authors:  W Ryan; D Hennessy; J J Murphy; T M Boland; L Shalloo
Journal:  J Dairy Sci       Date:  2011-02       Impact factor: 4.034

7.  The influence of strain of Holstein-Friesian cow and feeding system on greenhouse gas emissions from pastoral dairy farms.

Authors:  D O'Brien; L Shalloo; C Grainger; F Buckley; B Horan; M Wallace
Journal:  J Dairy Sci       Date:  2010-07       Impact factor: 4.034

8.  Evaluation of the effect of accounting method, IPCC v. LCA, on grass-based and confinement dairy systems' greenhouse gas emissions.

Authors:  D O'Brien; L Shalloo; J Patton; F Buckley; C Grainger; M Wallace
Journal:  Animal       Date:  2012-09       Impact factor: 3.240

9.  The effects of gender and slaughter weight on the growth performance, carcass traits, and meat quality characteristics of heavy pigs.

Authors:  M A Latorre; R Lázaro; D G Valencia; P Medel; G G Mateos
Journal:  J Anim Sci       Date:  2004-02       Impact factor: 3.159

10.  Description and validation of the Moorepark Dairy System Model.

Authors:  L Shalloo; P Dillon; M Rath; M Wallace
Journal:  J Dairy Sci       Date:  2004-06       Impact factor: 4.034

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  2 in total

1.  Freedom to Grow: Improving Sow Welfare also Benefits Piglets.

Authors:  Orla Kinane; Fidelma Butler; Keelin O'Driscoll
Journal:  Animals (Basel)       Date:  2021-04-20       Impact factor: 2.752

2.  A bio-economic simulation study on the association between key performance indicators and pluck lesions in Irish farrow-to-finish pig farms.

Authors:  Julia Adriana Calderón Díaz; Maria Rodrigues da Costa; Laurence Shalloo; Jarkko K Niemi; Finola Catherine Leonard; Daniel Crespo-Piazuelo; Josep Gasa; Edgar García Manzanilla
Journal:  Porcine Health Manag       Date:  2020-12-09
  2 in total

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