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Incorporating farm structural change in models assessing the Common Agricultural Policy: An application in the CAPRI farm type model

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  • Espinosa, Maria
  • Gocht, Alexander
  • Heckelei, Thomas
  • Paloma, Sergio Gomez y

Abstract

This paper analyses the impact of incorporating farm structural change in the baseline of the partial equilibrium model CAPRI-FT (Common Agricultural Policy Regionalised Impact System-Farm Type). Structural change is defined as the change in the number of farms in a specific farm typology (defined by farm specialisation, region and economic size). In this study it has been assessed the changes derived from incorporating the exogenous estimated structural change in the CAPRI-FT baseline. In particular three different approaches have been compared with the naïve approach in which no structural change is considered. We apply a Bayesian motivated estimation framework, which treats the available information for each farm type as a random variable in the mathematical programming model. The comparison of the three approaches with the naïve baseline demonstrates that the incorporation of farm structural change has an effect in the area, herd size and economic size unit distribution in the farms types. These results highlight the need of incorporating farm structural adjustments in the ex-ante policy modelling exercises assessing the Common Agricultural Policy.

Suggested Citation

  • Espinosa, Maria & Gocht, Alexander & Heckelei, Thomas & Paloma, Sergio Gomez y, 2016. "Incorporating farm structural change in models assessing the Common Agricultural Policy: An application in the CAPRI farm type model," Journal of Policy Modeling, Elsevier, vol. 38(6), pages 1040-1059.
  • Handle: RePEc:eee:jpolmo:v:38:y:2016:i:6:p:1040-1059
    DOI: 10.1016/j.jpolmod.2016.03.005
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    1. Louhichi, Kamel & Ciaian, Pavel & Espinosa, Maria & Colen, Liesbeth & Perni, Angel & Gomez y Paloma, Sergio, 2015. "EU-wide individual Farm Model for CAP Analysis (IFM-CAP): Application to Crop Diversification Policy," 2015 Conference, August 9-14, 2015, Milan, Italy 212155, International Association of Agricultural Economists.
    2. Heckelei, Thomas & Mittelhammer, Ronald C. & Jansson, Torbjorn, 2008. "A Bayesian Alternative To Generalized Cross Entropy Solutions For Underdetermined Econometric Models," Discussion Papers 56973, University of Bonn, Institute for Food and Resource Economics.
    3. Mihaly Himics & Marco Artavia & Sophie Hélaine & Ole Boysen, 2014. "Calibrating the CAPRI and ESIM models to the mid-term commodity market outlook of the European Commission," JRC Research Reports JRC72882, Joint Research Centre.
    4. Weiss, Franz, 2007. "Modellierung landwirtschaftlichen Strukturwandels in Österreich: Vergleich einer Modellprognose mit den Ergebnissen der Strukturerhebungen (1999-2005)," Discussion Papers DP-33-2007, University of Natural Resources and Life Sciences, Vienna, Department of Economics and Social Sciences, Institute for Sustainable Economic Development.
    5. Kamel Louhichi & Pavel Ciaian & Maria Espinosa & Liesbeth Colen & Angel Perni & Sergio Gomez y Paloma, 2015. "Individual Farm Model for Common Agricultural Policy Analysis (IFM-CAP)," JRC Research Reports JRC92574, Joint Research Centre.
    6. Gocht, Alexander & Britz, Wolfgang, 2011. "EU-wide farm type supply models in CAPRI--How to consistently disaggregate sector models into farm type models," Journal of Policy Modeling, Elsevier, vol. 33(1), pages 146-167, January.
    7. Kempen, Markus & Witzke, Peter & Pérez Domínguez, Ignacio & Jansson, Torbjörn & Sckokai, Paolo, 2011. "Economic and environmental impacts of milk quota reform in Europe," Journal of Policy Modeling, Elsevier, vol. 33(1), pages 29-52, January.
    8. Salamon, Petra & Chantreuil, Frederic & Donnellan, Trevor & Erjavec, Emil & Esposti, Roberto & Hanrahan, Kevin F. & van Leeuwen, Myrna & Salputra, Guna, 2008. "Linking Large Numbers of Individual National Models: The Case of the AGMEMOD Partnership," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 43539, European Association of Agricultural Economists.
    9. Salamon, Petra & Chantreuil, Frederic & Donnellan, Trevor & Erjavec, Emil & Esposti, Roberto & Hanrahan, Kevin F. & van Leeuwen, Myrna & Bouma, Foppe & Dol, Wietse & Salputra, Guna, 2008. "How to deal with the challenges of linking a large number of individual national models: the case of the AGMEMOD Partnership," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 57(08), pages 1-6.
    10. Moro, Daniele & Sckokai, Paolo, 2013. "The impact of decoupled payments on farm choices: Conceptual and methodological challenges," Food Policy, Elsevier, vol. 41(C), pages 28-38.
    11. Alexander Gocht & Wolfgang Britz & Pavel Ciaian & Sergio Gomez y Paloma, 2013. "Farm Type Effects of an EU-wide Direct Payment Harmonisation," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(1), pages 1-32, February.
    12. Neuenfeldt, Sebastian & Röder, Norbert & Gocht, Alexander & Espinosa, Maria & Gomez y Paloma, S., 2014. "Using market share and multiplicative competitive interaction models to explain structural change in the German agricultural sector," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182955, European Association of Agricultural Economists.
    13. Happe, Kathrin, 2004. "Agricultural policies and farm structures: Agent-based modelling and application to EU-policy reform," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 30, number 14945.
    14. Schmid, Erwin & Sinabell, Franz, 2006. "Alternative Implementations of the Single Farm Payment - Distributional Consequences for Austria," Discussion Papers DP-17-2006, University of Natural Resources and Life Sciences, Vienna, Department of Economics and Social Sciences, Institute for Sustainable Economic Development.
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    More about this item

    Keywords

    Farm structural change; CAPRI-Farm Type; Baseline; Farm typologies;
    All these keywords.

    JEL classification:

    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods

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