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On the combined estimation of technical efficiency and its application to agriculture

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  • Lucyna BŁAŻEJCZYK-MAJKA

    (Department of Economic History, Adam Mickiewicz University in Poznań, Poznań, Poland)

  • Radosław KALA

    (Department of Mathematical and Statistical Methods, Poznań University of Life Sciences, Poznań, Poland)

Abstract

Assessment of efficiency of businesses has been considered an object of interest by economists since the 1950's. A number of methods have been developed, including the so-called parametric approaches, using the regression analysis, and the non-parametric approaches, connected with the mathematical programming techniques. However, the diversity of available methods, especially when supplying contradictory estimates, leads to confusion, hindering an objective interpretation of results. In this paper, we propose a procedure leading to the reduction of such discrepancies by the proper modification of a combined method linking the non-parametric approach with a parametric one. Usefulness of the proposed solution is shown by estimation of technical efficiency concerning the agricultural production in the USA and the selected regions of the European Union.

Suggested Citation

  • Lucyna BŁAŻEJCZYK-MAJKA & Radosław KALA, 2015. "On the combined estimation of technical efficiency and its application to agriculture," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 61(10), pages 441-449.
  • Handle: RePEc:caa:jnlage:v:61:y:2015:i:10:id:72-2014-agricecon
    DOI: 10.17221/72/2014-AGRICECON
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    1. Afriat, Sidney N, 1972. "Efficiency Estimation of Production Function," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 13(3), pages 568-598, October.
    2. Finn Førsund & Nikias Sarafoglou, 2002. "On the Origins of Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 17(1), pages 23-40, January.
    3. V Sena, 2003. "The Frontier Approach to the Measurement of Productivity and Technical Efficiency," Economic Issues Journal Articles, Economic Issues, vol. 8(2), pages 71-97, September.
    4. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    5. Cubbin, John & Tzanidakis, George, 1998. "Regression versus data envelopment analysis for efficiency measurement: an application to the England and Wales regulated water industry," Utilities Policy, Elsevier, vol. 7(2), pages 75-85, June.
    6. A. Georges Assaf & Frank W. Agbola, 2011. "Modelling the Performance of Australian Hotels: A DEA Double Bootstrap Approach," Tourism Economics, , vol. 17(1), pages 73-89, February.
    7. Kent Olson & Linh Vu, 2009. "Economic efficiency in farm households: trends, explanatory factors, and estimation methods," Agricultural Economics, International Association of Agricultural Economists, vol. 40(5), pages 587-599, September.
    8. Khem Sharma & Pingsun Leung & Halina Zaleski, 1997. "Productive Efficiency of the Swine Industry in Hawaii: Stochastic Frontier vs. Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 8(4), pages 447-459, November.
    9. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, December.
    10. Indranil Bardhan & William Cooper & Subal Kumbhakar, 1998. "A Simulation Study of Joint Uses of Data Envelopment Analysis and Statistical Regressions for Production Function Estimation and Efficiency Evaluation," Journal of Productivity Analysis, Springer, vol. 9(3), pages 249-278, March.
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    1. Aleksandra Marcikić Horvat & Bojan Matkovski & Stanislav Zekić & Boris Radovanov, 2020. "Technical efficiency of agriculture in Western Balkan countries undergoing the process of EU integration," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 66(2), pages 65-73.

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