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Self-Dual Stochastic Production Frontiers And Decomposition Of Output Growth: The Case Of Olive-Growing Farms In Greece

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Author Info
Karagiannis, Giannis
Tzouvelekas, Vangelis

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Abstract

This paper provides a decomposition of output growth among olive-growing farms in Greece during the period 1987-1993 by integrating Bauer's (1990) and Bravo-Ureta and Rieger's (1991) approaches. The proposed methodology is based on the use of self-dual production frontier functions. Output growth is attributed to the size effect, technical change, changes in technical and input allocative inefficiency, and the scale effect. Empirical results indicate that the scale and the input allocative inefficiency effects, which were not taken into account in previous studies on output growth decomposition analysis, have caused a 7.3% slowdown and a 11.0% increase in output growth, respectively. Technical change was found to be the main source of TFP growth while both technical and input allocative inefficiency decreased over time. Still though, a 56.5% of output growth is attributed to input growth.

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Article provided by Northeastern Agricultural and Resource Economics Association in its journal Agricultural and Resource Economics Review.

Volume (Year): 30 (2001)
Issue (Month): 2 (October)
Pages:
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Handle: RePEc:ags:arerjl:31431

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Keywords: Production Economics;

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. 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. [Downloadable!] (restricted)
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  3. Fulginiti, Lilyan E. & Perrin, Richard K., 1998. "Agricultural productivity in developing countries," Agricultural Economics, Blackwell, vol. 19(1-2), pages 45-51, September. [Downloadable!] (restricted)
  4. Fare, Rolf & Knox Lovell, C. A., 1978. "Measuring the technical efficiency of production," Journal of Economic Theory, Elsevier, vol. 19(1), pages 150-162, October. [Downloadable!] (restricted)
  5. Fulginiti, Lilyan E & Perrin, Richard K, 1993. "Prices and Productivity in Agriculture," The Review of Economics and Statistics, MIT Press, vol. 75(3), pages 471-82, August. [Downloadable!] (restricted)
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  6. Schmidt, Peter & Knox Lovell, C. A., 1979. "Estimating technical and allocative inefficiency relative to stochastic production and cost frontiers," Journal of Econometrics, Elsevier, vol. 9(3), pages 343-366, February. [Downloadable!] (restricted)
  7. Loren W. Tauer, 1998. "Productivity of New York Dairy Farms Measured by Nonparametric Malmquist Indices," Journal of Agricultural Economics, Blackwell Publishing, vol. 49(2), pages 234-249. [Downloadable!] (restricted)
  8. Fulginiti, Lilyan E. & Perrin, Richard K., 1997. "LDC agriculture: Nonparametric Malmquist productivity indexes," Journal of Development Economics, Elsevier, vol. 53(2), pages 373-390, August. [Downloadable!] (restricted)
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  9. Kopp, Raymond J. & Diewert, W. Erwin, 1982. "The decomposition of frontier cost function deviations into measures of technical and allocative efficiency," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 319-331, August. [Downloadable!] (restricted)
  10. Piesse, Jenifer & Thirtle, Colin & Turk, Jernej, 1996. "Efficiency and Ownership in Slovene Dairying: A Comparison of Econometric and Programming Techniques," Journal of Comparative Economics, Elsevier, vol. 22(1), pages 1-22, February. [Downloadable!] (restricted)
  11. W, Y, 1995. "Productivity Growth, Technological Progress, and Technical Efficiency Change in China: A Three-Sector Analysis1," Journal of Comparative Economics, Elsevier, vol. 21(2), pages 207-229, October. [Downloadable!] (restricted)
  12. Chan, M W Luke & Mountain, Dean C, 1983. "Economies of Scale and the Tornqvist Discrete Measure of Productivity Growth," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 663-67, November. [Downloadable!] (restricted)
  13. Schmidt, Peter & Lovell, C. A. Knox, 1980. "Estimating stochastic production and cost frontiers when technical and allocative inefficiency are correlated," Journal of Econometrics, Elsevier, vol. 13(1), pages 83-100, May. [Downloadable!] (restricted)
  14. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-32.
  15. Kopp, Raymond J, 1981. "The Measurement of Productive Efficiency: A Reconsideration," The Quarterly Journal of Economics, MIT Press, vol. 96(3), pages 477-503, August. [Downloadable!] (restricted)
  16. Jenifer Piesse & Colin Thirtle & Johan Zyl, 1996. "Effects Of The 1992 Drought On Productivity In The South African Homelands: An Application Of The Malmquist Index," Journal of Agricultural Economics, Blackwell Publishing, vol. 47(1-4), pages 247-254. [Downloadable!] (restricted)
  17. Coelli, T. J., 1992. "A computer program for frontier production function estimation : Frontier version 2.0," Economics Letters, Elsevier, vol. 39(1), pages 29-32, May. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Giannis Karagiannis & Peter Midmore & Vangelis Tzouvelekas, . "Parametric Decomposition Of Output Growth," Working Papers 0204, University of Crete, Department of Economics. [Downloadable!]
  2. Giannis Karagiannis & Vangelis Tzouvelekas, . "Explaining Output Growth With A Heteroscedastic Non-Neutral Production Frontier: The Case Of Sheep Farms In Greece," Working Papers 0409, University of Crete, Department of Economics. [Downloadable!]
    Other versions:
  3. Lambarraa, Fatima & Serra, Teresa & gil Roig, Jose Maria, 2006. "Technical efficiency analysis and decomposition of productivity growth of Spanish olive farms," 98th Seminar, June 29-July 2, 2006, Chania, Crete, Greece 10071, European Association of Agricultural Economists. [Downloadable!]
  4. Dhehibi, Boubaker & Lachaal, Lassaad & Karray, B. & Chebil, A., 2006. "Decomposition of output growth in the Tunisian olive-growing sector: A frontier production function approach," 98th Seminar, June 29-July 2, 2006, Chania, Crete, Greece 10037, European Association of Agricultural Economists. [Downloadable!]
  5. Giannis Karagiannis & Vangelis Tzouvelekas, . "Explaining Output Growth of Sheep Farms in Greece: A Parametric Primal Approach," Working Papers 0306, University of Crete, Department of Economics. [Downloadable!]
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