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Farms' Technical Inefficiencies in the Presence of Government Programs

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  • Serra, Teresa
  • Zilberman, David
  • Gil, Jose Maria

Abstract

We focus on determining the impacts of government programs on farms technical inefficiency levels. We use Kumbhakar's (2002) stochastic frontier model that accounts for both production risks and risk preferences. Our theoretical framework shows that decoupled government transfers are likely to increase (decrease) DARA (IARA) farmers' production inefficiencies if variable inputs are risk decreasing. However, the impacts of decoupled payments cannot be anticipated if variable inputs are risk increasing. We use farm-level data collected in Kansas to illustrate the model.

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  • Serra, Teresa & Zilberman, David & Gil, Jose Maria, 2007. "Farms' Technical Inefficiencies in the Presence of Government Programs," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon 9952, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    • Handle: RePEc:ags:aaea07:9952
    DOI: 10.22004/ag.econ.9952
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    1. John Quiggin & Robert G. Chambers, 2006. "The state-contingent approach to production under uncertainty ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 50(2), pages 153-169, June.
    2. Christopher O’Donnell & Robert Chambers & John Quiggin, 2010. "Efficiency analysis in the presence of uncertainty," Journal of Productivity Analysis, Springer, vol. 33(1), pages 1-17, February.
    3. C. J. O'Donnell & W. E. Griffiths, 2006. "Estimating State-Contingent Production Frontiers," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(1), pages 249-266.
    4. Richard E. Just & John A. Miranowski, 1993. "Understanding Farmland Price Changes," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(1), pages 156-168.
    5. Schertz, Lyle P. & Johnston, Warren E., 1998. "Landowners: They Get the 1996 Farm Act Benefits," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 13(1), pages 1-4.
    6. Z. Bar‐Shira & R.E. Just & D. Zilberman, 1997. "Estimation of farmers' risk attitude: an econometric approach," Agricultural Economics, International Association of Agricultural Economists, vol. 17(2-3), pages 211-222, December.
    7. Saha, Atanu, 1997. "Risk Preference Estimation in the Nonlinear Mean Standard Deviation Approach," Economic Inquiry, Western Economic Association International, vol. 35(4), pages 770-782, October.
    8. George C. Davis & Ni Lin & C. Richard Shumway, 2000. "Aggregation without Separability: Tests of the United States and Mexican Agricultural Production Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(1), pages 214-230.
    9. 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.
    10. G. Battese & A. Rambaldi & G. Wan, 1997. "A Stochastic Frontier Production Function with Flexible Risk Properties," Journal of Productivity Analysis, Springer, vol. 8(3), pages 269-280, August.
    11. Giannis Karagiannis, 2005. "Explaining output growth with a heteroscedastic non-neutral production frontier: the case of sheep farms in Greece," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 32(1), pages 51-74, March.
    12. Howard D. Leathers & John C. Quiggin, 1991. "Interactions between Agricultural and Resource Policy: The Importance of Attitudes toward Risk," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 757-764.
    13. J. K. Horowitz & E. Lichtenberg, 1994. "Risk‐Reducing And Risk‐Increasing Effects Of Pesticides," Journal of Agricultural Economics, Wiley Blackwell, vol. 45(1), pages 82-89, January.
    14. Pollak, Robert A. & Wales, Terence J., 1991. "The likelihood dominance criterion : A new approach to model selection," Journal of Econometrics, Elsevier, vol. 47(2-3), pages 227-242, February.
    15. Just, Richard E. & Pope, Rulon D., 1978. "Stochastic specification of production functions and economic implications," Journal of Econometrics, Elsevier, vol. 7(1), pages 67-86, February.
    16. Smith, Vincent H. & Glauber, Joseph W., 1997. "The Effects Of The 1996 Farm Bill On Food And Feed Grains," Policy Issues Papers 29170, Montana State University, Department of Agricultural Economics and Economics, Trade Research Center.
    17. Chambers,Robert G. & Quiggin,John, 2000. "Uncertainty, Production, Choice, and Agency," Cambridge Books, Cambridge University Press, number 9780521622448.
    18. 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.
    19. Murat Isik & Madhu Khanna, 2003. "Stochastic Technology, Risk Preferences, and Adoption of Site-Specific Technologies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(2), pages 305-317.
    20. Subal C. Kumbhakar, 2002. "Specification and Estimation of Production Risk, Risk Preferences and Technical Efficiency," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(1), pages 8-22.
    21. Alfons Weersink & Steve Clark & Calum G. Turvey & Rakhal Sarker, 1999. "The Effect of Agricultural Policy on Farmland Values," Land Economics, University of Wisconsin Press, vol. 75(3), pages 425-439.
    22. Barry K. Goodwin & François Ortalo-Magné, 1992. "The Capitalization of Wheat Subsidies into Agricultural Land Values," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 40(1), pages 37-54, March.
    23. Charles H. Barnard & Gerald Whittaker & David Westenbarger & Mary Ahearn, 1997. "Evidence of Capitalization of Direct Government Payments into U.S. Cropland Values," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(5), pages 1642-1650.
    24. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    25. Lansink, Alfons Oude & Peerlings, Jack, 1996. "Modelling the New EU Cereals and Oilseeds Regime in the Netherlands," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 23(2), pages 161-178.
    26. Villano, Renato A. & O'Donnell, Christopher J. & Battese, George E., 2005. "An Investigation of Production Risk, Risk Preferences and Technical Efficiency: Evidence From Rainfed Lowland Rice Farms in the Philippines," Working Papers 12953, University of New England, School of Economics.
    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.
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    Cited by:

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    2. Latruffe, Laure & Dakpo, K Hervé & Desjeux, Yann & Justinia Hanitravelo, Giffona, 2017. "Effect of subsidies on technical efficiency excluding or including environmental outputs: An illustration with a sample of farms in the European Union," Working Papers 266259, Institut National de la recherche Agronomique (INRA), Departement Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2).
    3. Dakpo, K Hervé & Latruffe, Laure, 2016. "Agri-environmental subsidies and French suckler cow farms’ technical efficiency accounting for GHGs," 90th Annual Conference, April 4-6, 2016, Warwick University, Coventry, UK 236339, Agricultural Economics Society.
    4. Basurto Hernandez, Saul & Maddison, David & Banerjee, Anindya, 2018. "The effect of PROCAMPO on farms’ technical efficiency: A Stochastic Frontier Analysis," 2018 Annual Meeting, August 5-7, Washington, D.C. 274376, Agricultural and Applied Economics Association.
    5. Bontemps, Christophe & Bougherara, Douadia & Nauges, Céline, 2020. "Do Risk Preferences Really Matter? The Case of Pesticide Use in Agriculture," TSE Working Papers 20-1095, Toulouse School of Economics (TSE).
    6. Minviel, Jean Joseph & Latruffe, Laure, 2014. "Meta-regression analysis of the impact of agricultural subsidies on farm technical efficiency," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182767, European Association of Agricultural Economists.
    7. 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.
    8. Hasan Dudu & Emanuele Ferrari, 2018. "Estimation and Modelling Impacts of Pillar 2 Measures on the Agricultural Sector: Workshop proceedings," JRC Research Reports JRC111756, Joint Research Centre.
    9. Zhu, Xueqin & Milán Demeter, Róbert, 2012. "Technical efficiency and productivity differentials of dairy farms in three EU countries: the role of CAP subsidies," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 13(1), pages 1-27.
    10. Latruffe, Laure & Bravo-Ureta, Boris E. & Moreira, Victor H. & Desjeux, Yann & Dupraz, Pierre, 2011. "Productivity and Subsidies in European Union Countries: An Analysis for Dairy Farms Using Input Distance Frontiers," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114396, European Association of Agricultural Economists.
    11. Mugera, Amin W. & Langemeier, Michael R. & Featherstone, Allen M., 2012. "Labor Productivity Growth in the Kansas Farm Sector: A Tripartite Decomposition Using a Non-Parametric Approach," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 41(3), pages 1-15, December.
    12. Jean Joseph Minviel & Timo Sipiläinen, 2018. "Dynamic stochastic analysis of the farm subsidy-efficiency link: evidence from France," Journal of Productivity Analysis, Springer, vol. 50(1), pages 41-54, October.
    13. Mohamed Ghali & Laure Latruffe & Karine Daniel, 2016. "Efficient Use of Energy Resources on French Farms: An Analysis through Technical Efficiency," Energies, MDPI, vol. 9(8), pages 1-15, July.
    14. Laure Latruffe & Hervé Guyomard & Chantal Le Mouël, 2009. "The role of public subsidies on farms’ managerial efficiency: An application of a five-stage approach to France," Working Papers SMART 09-05, INRAE UMR SMART.
    15. Elodie Douarin & Laure Latruffe, 2011. "Potential impact of the EU Single Area Payment on farm restructuring and efficiency in Lithuania," Post-Communist Economies, Taylor & Francis Journals, vol. 23(1), pages 87-103.
    16. Embaye, Weldensie T. & Bergtold, Jason S., 2017. "Effect of Crop Insurance Subsidy on Total Farm Productivity of Kansas Farms, US," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258107, Agricultural and Applied Economics Association.
    17. Andrew P. Barnes, 2023. "The role of family life‐cycle events on persistent and transient inefficiencies in less favoured areas," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(1), pages 295-315, February.
    18. Bouali Guesmi & Teresa Serra & Allen Featherstone, 2015. "Technical efficiency of Kansas arable crop farms: a local maximum likelihood approach," Agricultural Economics, International Association of Agricultural Economists, vol. 46(6), pages 703-713, November.
    19. Chen, You-hua & Chen, Mei-xia & Mishra, Ashok K., 2020. "Subsidies under uncertainty: Modeling of input- and output-oriented policies," Economic Modelling, Elsevier, vol. 85(C), pages 39-56.
    20. Laure Latruffe & Boris E. Bravo-Ureta & Alain Carpentier & Yann Desjeux & Víctor H. Moreira, 2017. "Subsidies and Technical Efficiency in Agriculture: Evidence from European Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 783-799.
    21. Nivievskyi, O., 2018. "Tax Incentives and Agricultural Productivity Growth in Ukraine," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277498, International Association of Agricultural Economists.
    22. Amin Mugera & Michael Langemeier & Allen Featherstone, 2012. "Labor productivity convergence in the Kansas farm sector: a three-stage procedure using data envelopment analysis and semiparametric regression analysis," Journal of Productivity Analysis, Springer, vol. 38(1), pages 63-79, August.
    23. Fatima Lambarraa & Spiro Stefanou & Teresa Serra & José M. Gil, 2009. "The impact of the 1999 CAP reforms on the efficiency of the COP sector in Spain," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 355-364, May.
    24. Douarin, Elodie & Latruffe, Laure, 2009. "Will the EU Single Area Payment decrease farm efficiency in the New Member States?," 2009 Conference, August 16-22, 2009, Beijing, China 51625, International Association of Agricultural Economists.

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