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Estimating shadow prices and efficiency analysis of productive inputs and pesticide use of vegetable production

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  • Singbo, Alphonse G.
  • Lansink, Alfons Oude
  • Emvalomatis, Grigorios

Abstract

This paper analyzes technical efficiency and the value of the marginal product of productive inputs vis-a-vis pesticide use to measure allocative efficiency of pesticide use along productive inputs. We employ the data envelopment analysis framework and marginal cost techniques to estimate technical efficiency and the shadow values of each input. A bootstrap technique is applied to overcome the limitations of DEA and helps to estimate the mean and 95 percent confidence intervals of the estimated quantities. The methods are applied to a sample of vegetable producers in Benin over the period 2009–2010. Results indicated that bias corrected technical efficiency scores are lower than the initial measures and the former estimates are statistically significant. The application results show that vegetable producers are less efficient with respect to pesticide use than other inputs. Also, results suggest that pesticides, land and fertilizers are overused.

Suggested Citation

  • Singbo, Alphonse G. & Lansink, Alfons Oude & Emvalomatis, Grigorios, 2015. "Estimating shadow prices and efficiency analysis of productive inputs and pesticide use of vegetable production," European Journal of Operational Research, Elsevier, vol. 245(1), pages 265-272.
  • Handle: RePEc:eee:ejores:v:245:y:2015:i:1:p:265-272
    DOI: 10.1016/j.ejor.2015.02.042
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    1. Leopold Simar & Paul Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
    2. Fare, Rolf & Grosskopf, Shawna, 1990. "A distance function approach to price efficiency," Journal of Public Economics, Elsevier, vol. 43(1), pages 123-126, October.
    3. Theodoros Skevas & Spiro E. Stefanou & Alfons Oude Lansink, 2013. "Do Farmers Internalise Environmental Spillovers of Pesticides in Production?," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 624-640, September.
    4. Raymond J. Kopp, 1981. "The Measurement of Productive Efficiency: A Reconsideration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 96(3), pages 477-503.
    5. Alfons Oude Lansink & Alain Carpentier, 2001. "Damage Control Productivity: An Input Damage Abatement Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 52(3), pages 11-22, September.
    6. Drechsel, Pay & Graefe, S. & Sonou, M. & Cofie, Olufunke, 2006. "Informal irrigation in urban West Africa: An overview," IWMI Research Reports H039249, International Water Management Institute.
    7. Henry, Mark S. & Bowen, Ernie, 1981. "A Method For Estimating The Value Of Water Among Sectors Of A Regional Economy," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 13(2), pages 1-8, December.
    8. Ball, V. Eldon & Lovell, C.A. Knox & Luu, H. & Nehring, Richard F., 2004. "Incorporating Environmental Impacts in the Measurement of Agricultural Productivity Growth," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 29(3), pages 1-25, December.
    9. Fukuyama, Hirofumi & Weber, William L., 2002. "Estimating output allocative efficiency and productivity change: Application to Japanese banks," European Journal of Operational Research, Elsevier, vol. 137(1), pages 177-190, February.
    10. Henry, Mark S. & Bowen, Ernie, 1981. "A Method For Estimating the Value of Water Among Sectors of A Regional Economy," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 13(2), pages 125-132, December.
    11. Ball, V.E. & Lovell, C.A K. & Nehring, R.F. & Somwaru, A., 1994. "Incorporating indesirable outputs into models of production: an application to US agriculture," Cahiers d'Economie et de Sociologie Rurales (CESR), Institut National de la Recherche Agronomique (INRA), vol. 31.
    12. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    13. Thomas L. Marsh & Ray G. Huffaker & Garrell E. Long, 2000. "Optimal Control of Vector-Virus-Plant Interactions: The Case of Potato Leafroll Virus Net Necrosis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(3), pages 556-569.
    14. Alfons Lansink & Elvira Silva, 2004. "Non-Parametric Production Analysis of Pesticides Use in the Netherlands," Journal of Productivity Analysis, Springer, vol. 21(1), pages 49-65, January.
    15. Erik Lichtenberg & David Zilberman, 1986. "The Econometrics of Damage Control: Why Specification Matters," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(2), pages 261-273.
    16. Drechsel, Pay & Graefe, Sophie & Sonou, Moise & Cofie, Olufunke O., 2006. "Informal irrigation in urban West Africa: An overview," IWMI Research Reports 44572, International Water Management Institute.
    17. Skevas, Theodoros & Lansink, Alfons Oude & Stefanou, Spiro E., 2012. "Measuring technical efficiency in the presence of pesticide spillovers and production uncertainty: The case of Dutch arable farms," European Journal of Operational Research, Elsevier, vol. 223(2), pages 550-559.
    18. Jean-Daniel M. Saphores, 2000. "The Economic Threshold with a Stochastic Pest Population: A Real Options Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(3), pages 541-555.
    19. Fernandez-Cornejo, Jorge, 1994. "Nonradial Technical Efficiency and Chemical Input Use in Agriculture," Agricultural and Resource Economics Review, Cambridge University Press, vol. 23(1), pages 11-21, April.
    20. P.-Y. Le-Meur, 2008. "Information on land: a common asset and strategic resource. The case of Benin," Post-Print hal-03314367, HAL.
    21. Sexton, Steven E. & Lei, Zhen & Zilberman, David, 2007. "The Economics of Pesticides and Pest Control," International Review of Environmental and Resource Economics, now publishers, vol. 1(3), pages 271-326, September.
    22. Fernandez-Cornejo, Jorge, 1994. "Nonradial Technical Efficiency And Chemical Input Use In Agriculture," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 23(1), pages 1-11, April.
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    5. Khataza, Robertson R.B. & Hailu, Atakelty & Kragt, Marit E. & Doole, Graeme, 2017. "The opportunity costs of enhancing legume‐based sustainable agricultural intensification practices in Malawi," 2017 Conference (61st), February 7-10, 2017, Brisbane, Australia 258672, Australian Agricultural and Resource Economics Society.
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