IDEAS home Printed from https://ideas.repec.org/a/bla/ajarec/v65y2021i3p729-759.html
   My bibliography  Save this article

A Bayesian econometrics and risk programming approach for analysing the impact of decoupled payments in the European Union

Author

Listed:
  • Shyam Kumar Basnet
  • Torbjörn Jansson
  • Thomas Heckelei

Abstract

We estimate a risk‐based programming, individual farm model and apply it to study the wealth effects of crop‐related, decoupled direct payments under the European Union (EU) Common Agricultural Policy. The model expands on previous work on estimating risk‐based programming models by applying a robust Bayesian econometric framework. The results indicate that the wealth effect varies greatly between individual farms, but that its impact on aggregate crop production is small. For larger farms, in particular, removing the decoupled payments, while keeping total land constant, increases the diversity of the cropping plan.

Suggested Citation

  • Shyam Kumar Basnet & Torbjörn Jansson & Thomas Heckelei, 2021. "A Bayesian econometrics and risk programming approach for analysing the impact of decoupled payments in the European Union," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(3), pages 729-759, July.
  • Handle: RePEc:bla:ajarec:v:65:y:2021:i:3:p:729-759
    DOI: 10.1111/1467-8489.12430
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1467-8489.12430
    Download Restriction: no

    File URL: https://libkey.io/10.1111/1467-8489.12430?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Arata, Linda & Donati, Michele & Sckokai, Paolo & Arfini, Filippo, 2017. "Incorporating risk in a positive mathematical programming framework: a dual approach," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 61(2), April.
    2. Wolfgang Britz & Linda Arata, 2019. "Econometric mathematical programming: an application to the estimation of costs and risk preferences at farm level," Agricultural Economics, International Association of Agricultural Economists, vol. 50(2), pages 191-206, March.
    3. Oliver Balkhausen & Martin Banse & Harald Grethe, 2008. "Modelling CAP Decoupling in the EU: A Comparison of Selected Simulation Models and Results," Journal of Agricultural Economics, Wiley Blackwell, vol. 59(1), pages 57-71, February.
    4. Barry K. Goodwin & Ashok K. Mishra, 2006. "Are “Decoupled” Farm Program Payments Really Decoupled? An Empirical Evaluation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(1), pages 73-89.
    5. Mekbib G. Haile & Jan Brockhaus & Matthias Kalkuhl, 2016. "Short-term acreage forecasting and supply elasticities for staple food commodities in major producer countries," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-23, December.
    6. Pavel Ciaian & d’Artis Kancs & Johan Swinnen, 2010. "EU Land Markets and the Common Agricultural Policy," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 53(3), pages 1-31.
    7. Mark Brady & Konrad Kellermann & Christoph Sahrbacher & Ladislav Jelinek, 2009. "Impacts of Decoupled Agricultural Support on Farm Structure, Biodiversity and Landscape Mosaic: Some EU Results," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(3), pages 563-585, September.
    8. Thomas W. Hertel & Uris Lantz C. Baldos & Dominique van der Mensbrugghe, 2016. "Predicting Long-Term Food Demand, Cropland Use, and Prices," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 417-441, October.
    9. Silvia Platoni & Paolo Sckokai & Daniele Moro, 2012. "Panel Data Estimation Techniques and Farm-level Data Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(5), pages 1202-1217.
    10. Robert G. Chambers & Daniel C. Voica, 2017. "“Decoupled” Farm Program Payments are Really Decoupled: The Theory," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 773-782.
    11. Maurice J. Roche, 2004. "Riskier product portfolio under decoupled payments," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 31(2), pages 111-123, June.
    12. Lee, Hwarang & Eom, Jiyong & Cho, Cheolhung & Koo, Yoonmo, 2019. "A bottom-up model of industrial energy system with positive mathematical programming," Energy, Elsevier, vol. 173(C), pages 679-690.
    13. Fabienne Femenia & Alexandre Gohin & Alain Carpentier, 2010. "The Decoupling of Farm Programs: Revisiting the Wealth Effect," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(3), pages 836-848.
    14. Just, David R., 2011. "Calibrating the wealth effects of decoupled payments: Does decreasing absolute risk aversion matter?," Journal of Econometrics, Elsevier, vol. 162(1), pages 25-34, May.
    15. David A. Hennessy, 1998. "The Production Effects of Agricultural Income Support Policies under Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 46-57.
    16. Robert G. Chambers & Daniel C. Voica, 2017. "“Decoupled” Farm Program Payments are Really Decoupled: The Theory," American Journal of Agricultural Economics, John Wiley & Sons, vol. 99(3), pages 773-782, April.
    17. William Lin & Robert Dismukes, 2007. "Supply Response under Risk: Implications for Counter-Cyclical Payments' Production Impact," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 29(1), pages 64-86.
    18. Petsakos, Athanasios & Rozakis, Stelios, 2015. "Calibration of agricultural risk programming models," European Journal of Operational Research, Elsevier, vol. 242(2), pages 536-545.
    19. Teresa Serra & David Zilberman & Jose Gil & Allen Featherstone, 2009. "The effects of decoupling on land allocation," Applied Economics, Taylor & Francis Journals, vol. 41(18), pages 2323-2333.
    20. Raffaele CORTIGNANI & Simone SEVERINI, 2012. "Modelling farmer participation to a revenue insurance scheme by the means of the Positive Mathematical Programming," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 58(7), pages 324-331.
    21. Jean-Paul Chavas & Matthew T. Holt, 1990. "Acreage Decisions Under Risk: The Case of Corn and Soybeans," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(3), pages 529-538.
    22. Teresa Serra & David Zilberman & Barry K. Goodwin & Allen Featherstone, 2006. "Effects of decoupling on the mean and variability of output," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 33(3), pages 269-288, September.
    23. Breen, James P. & Hennessy, Thia C. & Thorne, Fiona S., 2005. "The effect of decoupling on the decision to produce: An Irish case study," Food Policy, Elsevier, vol. 30(2), pages 129-144, April.
    24. Uthes, Sandra & Piorr, Annette & Zander, Peter & Bienkowski, Jerzy & Ungaro, Fabrizio & Dalgaard, Tommy & Stolze, Matthias & Moschitz, Heidrun & Schader, Christian & Happe, Kathrin & Sahrbacher, Amand, 2011. "Regional impacts of abolishing direct payments: An integrated analysis in four European regions," Agricultural Systems, Elsevier, vol. 104(2), pages 110-121, February.
    25. Severini, Simone & Cortignani, Raffaele, 2011. "Modeling farmer participation to a revenue insurance scheme by means of Positive Mathematical Programming," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 116001, European Association of Agricultural Economists.
    26. Britz, Wolfgang & Heckelei, Thomas & Perez Dominguez, Ignacio, 2006. "Effects of decoupling on land use: an EU wide, regionally differentiated analysis," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 55(05-06), pages 1-12.
    27. Paolo Sckokai & Daniele Moro, 2006. "Modeling the Reforms of the Common Agricultural Policy for Arable Crops under Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(1), pages 43-56.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Torbjörn Jansson & Staffan Waldo, 2022. "Managing Marine Mammals and Fisheries: A Calibrated Programming Model for the Seal-Fishery Interaction in Sweden," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(3), pages 501-530, March.
    2. Kamel Louhichi & Daël Merisier, 2023. "Potential impacts of the Income Stabilisation Tool on farmers' income and crop diversity: a French case study [Impacts potentiels de l'outil de stabilisation des revenus sur les revenus des agricul," Post-Print hal-04195630, HAL.
    3. Kamel Louhichi & Daël Merisier, 2024. "Potential impacts of the Common Agricultural Policy's Income Stabilisation Tool on farmers' incomes and crop diversity: A French case study," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(2), pages 716-739, June.
    4. Konstantinos Ziliaskopoulos & Konstantinos Papalamprou, 2022. "A Bilevel Linear Programming Model for Developing a Subsidy Policy to Minimize the Environmental Impact of the Agricultural Sector," Sustainability, MDPI, vol. 14(13), pages 1-10, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Viaggi, Davide & Raggi, Meri & Gomez y Paloma, Sergio, 2011. "Farm-household investment behaviour and the CAP decoupling: Methodological issues in assessing policy impacts," Journal of Policy Modeling, Elsevier, vol. 33(1), pages 127-145, January.
    2. 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.
    3. Prifti, Ervin & Daidone, Silvio & Pace, Noemi & Davis, Benjamin, 2019. "Unconditional cash transfers, risk attitudes and modern inputs demand," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 53, pages 100-118.
    4. Kotakou, Christina A. & Katranidis, Stelios D., 2010. "Evaluating the Effects of Decoupled Payments under Output and Price Uncertainty," 84th Annual Conference, March 29-31, 2010, Edinburgh, Scotland 91753, Agricultural Economics Society.
    5. Pierre Boulanger & Kirsten Boysen-Urban & George Philippidis, 2021. "European Union Agricultural Support ‘Coupling’ in Simulation Modelling: Measuring the Sustainability Impacts," Sustainability, MDPI, vol. 13(6), pages 1-17, March.
    6. Robert G. Chambers & Daniel C. Voica, 2017. "“Decoupled” Farm Program Payments are Really Decoupled: The Theory," American Journal of Agricultural Economics, John Wiley & Sons, vol. 99(3), pages 773-782, April.
    7. Bakhshi, Samira & Kerr, William A., 2009. "Is There Supply Distortion In The Green Box? An Acreage Response Approach," Working Papers 51093, Canadian Agricultural Trade Policy Research Network.
    8. Britz, Wolfgang & Linda, Arata, "undated". "How Important Are Crop Shares In Managing Risk For Specialized Arable Farms? A Panel Estimation Of A Programming Model For Three European Regions," 56th Annual Conference, Bonn, Germany, September 28-30, 2016 244801, German Association of Agricultural Economists (GEWISOLA).
    9. Martina Bozzola & Robert Finger, 2021. "Stability of risk attitude, agricultural policies and production shocks: evidence from Italy," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 48(3), pages 477-501.
    10. Britz, Wolfgang & Gocht, Alexander & Domínguez, Ignacio Pérez & Jansson, Torbjörn & Grosche, Stephanie-Carolin & Zhao, Na, 2012. "EU-Wide (Regional and Farm Level) Effects of Premium Decoupling and Harmonisation Following the Health Check Reform," Journal of International Agricultural Trade and Development, Journal of International Agricultural Trade and Development, vol. 61(1).
    11. Britz, Wolfgang & Gocht, Alexander & Domínguez, Ignacio Pérez & Jansson, Torbjörn & Grosche, Stephanie-Carolin & Zhao, Na, 2012. "EU-Wide (Regional and Farm Level) Effects of Premium Decoupling and Harmonisation Following the Health Check Reform," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 61(01), pages 1-13, February.
    12. Marian Rizov & Jan Pokrivcak & Pavel Ciaian, 2013. "CAP Subsidies and Productivity of the EU Farms," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 537-557, September.
    13. Athanasios Petsakos & Stelios Rozakis, 2022. "Models and muddles: comment on ‘Calibration of agricultural risk programming models using positive mathematical programming’," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(3), pages 713-728, July.
    14. Kehinde Oluseyi Olagunju & Myles Patton & Siyi Feng, 2020. "Estimating the Impact of Decoupled Payments on Farm Production in Northern Ireland: An Instrumental Variable Fixed Effect Approach," Sustainability, MDPI, vol. 12(8), pages 1-17, April.
    15. Fabienne Femenia & Alexandre Gohin & Alain Carpentier, 2010. "The Decoupling of Farm Programs: Revisiting the Wealth Effect," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(3), pages 836-848.
    16. Serra, Teresa & Goodwin, Barry K. & Featherstone, Allen M., 2011. "Risk behavior in the presence of government programs," Journal of Econometrics, Elsevier, vol. 162(1), pages 18-24, May.
    17. Thompson, Wyatt & Gerlt, Scott & Dewbre, Joe H. & Effland, Anne B., 2020. "Rescuing the Decoupling Literature from Incomparable Chaos," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304366, Agricultural and Applied Economics Association.
    18. Boere, Esther & van Kooten, G. Cornelis, 2015. "Reforming the Common Agricultural Policy: Decoupling Agricultural Payments from Production and Promoting the Environment," Working Papers 201653, University of Victoria, Resource Economics and Policy.
    19. Zein Kallas & Teresa Serra & Jos頠 M. Gil, 2012. "Effects of policy instruments on farm investments and production decisions in the Spanish COP sector," Applied Economics, Taylor & Francis Journals, vol. 44(30), pages 3877-3886, October.
    20. Mary, Sebastien & Santini, Fabien & Boulanger, Pierre, 2013. "An Ex-Ante Assessment of CAP Income Stabilisation Payments using a Farm Household Model," 87th Annual Conference, April 8-10, 2013, Warwick University, Coventry, UK 158860, Agricultural Economics Society.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:ajarec:v:65:y:2021:i:3:p:729-759. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/aaresea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.