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Funciones de producción, análisis de economías a escala y eficiencia técnica en el eje cafetero colombiano: una aproximación con frontera estocástica
[Estimation of the Production Functional Form, Returns to Scale and Technical Efficiency in Colombian Coffee Zone by Means Stochastic Frontier]

Author

Listed:
  • Jorge Andres, Perdomo Calvo
  • Darrell Lee, Hueth
  • Jorge Andres, Perdomo Calvo

Abstract

This article is an empirical study about flexible and conventional functional forms of coffee production, minflex Laurent Translog function econometrically has been established in Colombia coffee zone for the farm size (smallholders, medium and large farms, general sector), using a stochastic frontier model through standard maximum likelihood method. Likewise, their returns to scale and technical efficiency were derived.

Suggested Citation

  • Jorge Andres, Perdomo Calvo & Darrell Lee, Hueth & Jorge Andres, Perdomo Calvo, 2011. "Funciones de producción, análisis de economías a escala y eficiencia técnica en el eje cafetero colombiano: una aproximación con frontera estocástica [Estimation of the Production Functional Form, ," MPRA Paper 37179, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:37179
    as

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    References listed on IDEAS

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    1. Joachim Binam & Kalilou Sylla & Ibrahim Diarra & Gwendoline Nyambi, 2003. "Factors Affecting Technical Efficiency among Coffee Farmers in Côte d’Ivoire: Evidence from the Centre West Region," African Development Review, African Development Bank, vol. 15(1), pages 66-76.
    2. Ornelas, Fermin S & Shumway, C Richard & Ozuna, Teofilo, Jr, 1994. "Using the Quadratic Box-Cox for Flexible Functional Form Selection and Unconditional Variance Computation," Empirical Economics, Springer, vol. 19(4), pages 639-645.
    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. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    5. Kumbhakar, Subal C, 1993. "Short-Run Returns to Scale, Farm-Size, and Economic Efficiency," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 336-341, May.
    6. Coelli, Tim & Fleming, Euan, 2004. "Diversification economies and specialisation efficiencies in a mixed food and coffee smallholder farming system in Papua New Guinea," Agricultural Economics, Blackwell, vol. 31(2-3), pages 229-239, December.
    7. Lohr, Luanne & Park, Timothy A., 2006. "Technical Efficiency of U. S. Organic Farmers: The Complementary Roles of Soil Management Techniques and Farm Experience," Agricultural and Resource Economics Review, Cambridge University Press, vol. 35(2), pages 327-338, October.
    8. Perdomo, Jorge-Andres & Hueth, Darrell L., 2010. "Funciones de producción y eficiencia técnica en el eje cafetero colombiano: una aproximación con frontera estocástica," Documentos CEDE Series 100873, Universidad de Los Andes, Economics Department.
    9. Cardenas, Gabriela & Vedenov, Dmitry V. & Houston, Jack E., 2005. "Analysis of Production Efficiency of Mexican Coffee-Producing Districts," 2005 Annual meeting, July 24-27, Providence, RI 19470, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    10. Wollni, Meike, 2007. "Productive Efficiency of Specialty and Conventional Coffee Farmers in Costa Rica: Accounting for the use of Different Technologies and Self-Selection," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon 9956, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    11. Mosheim, Roberto, 2002. "Organizational Type and Efficiency in the Costa Rican Coffee Processing Sector," Journal of Comparative Economics, Elsevier, vol. 30(2), pages 296-316, June.
    12. Stijn Reinhard & C.A. Knox Lovell & Geert Thijssen, 1999. "Econometric Estimation of Technical and Environmental Efficiency: An Application to Dutch Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 44-60.
    13. 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.
    14. Rios, Ana R. & Shively, Gerald E., 2005. "Farm size and nonparametric efficiency measurements for coffee farms in Vietnam," 2005 Annual meeting, July 24-27, Providence, RI 19159, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Elasticity; Functional form; Maximum likelihood estimation; Production function; Stochastic regression;
    All these keywords.

    JEL classification:

    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets

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