IDEAS home Printed from https://ideas.repec.org/p/rep/wpaper/2015-02.html
   My bibliography  Save this paper

An Evaluation of the Effects of Changes in the AgriStability Program on Producers’ Crop Activities: A Farm Modeling Approach

Author

Listed:
  • Xuan Liu
  • Jun Duan
  • G. Cornelis van Kooten

Abstract

In this paper, we examine the impacts of changes in Canada’s AgriStability program on crop allocation, particularly the change in the payment trigger associated with the shift from Growing Forward (GF) to Growing Forward 2 (GF2). To examine whether this change could affect production decisions, and thereby potentially violate the WTO’s ‘green box’ criteria, we construct farm management models for representative farms in six different Alberta regions. To incorporate risk and uncertainty into the farm model, we assume that, instead of maximizing overall gross margin, a farmer varies her crop activities to maximize expected utility subject to technological and market constraints. The models are calibrated using positive mathematical programming (PMP), which then facilitates their use for policy analysis; however, PMP is not straightforward in the case of expected utility maximization because a risk parameter also needs to be calibrated. Possible ways to address this issue are examined. Results indicate that the initial introduction of the AgriStability program tilted farmers’ planting decisions towards crops with higher returns and greater risk, but that a change in the AgriStability payout trigger (going from GF to GF2) would not further alter land-use decisions. However, the latter shift does reduce indemnities and farmers’ expected profits; increases in farmers’ aversion to risk will lead to changes in crop allocations, although it is not clear to what extent it impacts trade.

Suggested Citation

  • Xuan Liu & Jun Duan & G. Cornelis van Kooten, 2015. "An Evaluation of the Effects of Changes in the AgriStability Program on Producers’ Crop Activities: A Farm Modeling Approach," Working Papers 2015-02, University of Victoria, Department of Economics, Resource Economics and Policy Analysis Research Group.
  • Handle: RePEc:rep:wpaper:2015-02
    as

    Download full text from publisher

    File URL: http://web.uvic.ca/~repa/publications/REPA%20working%20papers/WorkingPaper2015-02.pdf
    File Function: Final version, 2015
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kanlaya J. Barr & Bruce A. Babcock & Miguel A. Carriquiry & Andre M. Nassar & Leila Harfuch, 2011. "Agricultural Land Elasticities in the United States and Brazil," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(3), pages 449-462.
    2. Coppens,Dominic, 2014. "WTO Disciplines on Subsidies and Countervailing Measures," Cambridge Books, Cambridge University Press, number 9781107014770.
    3. James Vercammen, 2013. "A Partial Adjustment Model of Federal Direct Payments in Canadian Agriculture," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 61(3), pages 465-485, September.
    4. Richard E. Howitt, 1995. "Positive Mathematical Programming," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(2), pages 329-342.
    5. Petsakos, Athanasios & Rozakis, Stelios, 2015. "Calibration of agricultural risk programming models," European Journal of Operational Research, Elsevier, vol. 242(2), pages 536-545.
    6. Calum G. Turvey, 2012. "Whole Farm Income Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 79(2), pages 515-540, June.
    7. Moschini, Giancarlo & Hennessy, David A., 2001. "Uncertainty, risk aversion, and risk management for agricultural producers," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 2, pages 88-153, Elsevier.
    8. Robert G. Chambers, 2007. "Valuing Agricultural Insurance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(3), pages 596-606.
    9. Babcock, Bruce A., 2014. "Welfare Effects of PLC, ARC and, SCO," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 29(3), pages 1-3, September.
    10. 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.
    11. Paolo Sckokai & Daniele Moro, 2009. "Modelling the impact of the CAP Single Farm Payment on farm investment and output," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(3), pages 395-423, September.
    12. 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.
    13. 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.
    14. Joseph C. Cooper, 2010. "Average Crop Revenue Election: A Revenue-Based Alternative to Price-Based Commodity Payment Programs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(4), pages 1214-1228.
    15. Barr, Kanlaya Jintanakul, 2011. "Agricultural Land Elasticities in the United States and Brazil," Staff General Research Papers Archive 34893, Iowa State University, Department of Economics.
    16. Petsakos, Athanasios & Rozakis, Stelios, 2011. "Integrating risk and uncertainty in PMP models," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114762, European Association of Agricultural Economists.
    17. Jianjun Zhang & Shu Lin, 2014. "Business and Government," Springer Books, in: Zhi-Xue Zhang & Jianjun Zhang (ed.), Understanding Chinese Firms from Multiple Perspectives, edition 127, chapter 0, pages 51-79, Springer.
    18. Jansson, Torbjorn, 2007. "Estimation of supply response in CAPRI," Discussion Papers 57030, University of Bonn, Institute for Food and Resource Economics.
    Full references (including those not matched with items on IDEAS)

    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. Xuan Liu & Jun Duan & G. Cornelis van Kooten, 2018. "The impact of changes in the AgriStability program on crop activities: A farm modeling approach," Agribusiness, John Wiley & Sons, Ltd., vol. 34(3), pages 650-667, June.
    2. 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.
    3. 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.
    4. Liu, Xuan & van Kooten, Gerrit Cornelis & Duan, Jun, 2020. "Calibration of agricultural risk programming models using positive mathematical programming," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(3), July.
    5. Devadoss, Stephen & Gibson, Mark J. & Luckstead, Jeff, 2016. "The Impact of Agricultural Subsidies on the Corn Market with Farm Heterogeneity and Endogenous Entry and Exit," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 41(3), pages 1-20, September.
    6. 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.
    7. 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.
    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. CARPENTIER, Alain & GOHIN, Alexandre & SCKOKAI, Paolo & THOMAS, Alban, 2015. "Economic modelling of agricultural production: past advances and new challenges," Review of Agricultural and Environmental Studies - Revue d'Etudes en Agriculture et Environnement (RAEStud), Institut National de la Recherche Agronomique (INRA), vol. 96(1), March.
    10. 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.
    11. Sung, Jae-hoon & Miranowski, John A., 2015. "Adaptive Behavior of U.S. Farms to Climate and Risk," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205787, Agricultural and Applied Economics Association.
    12. 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.
    13. Andreas Wagener & Juliane Zenker, 2021. "Decoupled but Not Neutral: The Effects of Counter‐Cyclical Cash Transfers on Investment and Incomes in Rural Thailand†," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(5), pages 1637-1660, October.
    14. Luckstead, Jeff & Devadoss, Stephen, 2016. "Implication of 2014 Farm Policies for Wheat Production," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235362, Agricultural and Applied Economics Association.
    15. 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.
    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. Cooper, Joseph C., 2009. "Economic Aspects of Revenue-Based Commodity Support," Economic Research Report 55838, United States Department of Agriculture, Economic Research Service.
    18. Sung, Jae-hoon & Miranowski, John A., 2016. "Information technologies and field-level chemical use for corn production," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235858, Agricultural and Applied Economics Association.
    19. Cooper, Joseph C. & Delbecq, Benoit A. & Davis, Christopher G., 2012. "Fiscal and Farm Level Consequences of “Shallow Loss” Commodity Support," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124199, Agricultural and Applied Economics Association.
    20. Koutchade, Obafèmi Philippe & Carpentier, Alain & Femenia, Fabienne, 2015. "Corner solutions in empirical acreage choice models: an andogeneous switching regime approach with regime fixed cost," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 206060, Agricultural and Applied Economics Association.

    More about this item

    Keywords

    Agricultural business risk management; AgriStability program; positive mathematical programming and risk aversion;
    All these keywords.

    JEL classification:

    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance
    • Q17 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agriculture in International Trade
    • 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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:rep:wpaper:2015-02. 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: G.C. van Kooten (email available below). General contact details of provider: https://edirc.repec.org/data/devicca.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.