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Determinantes de la eficiencia técnica en las empresas colombianas, 2001-2004

Author

Listed:
  • Jorge David Quinteo Otero
  • William Orlando Prieto Bustos
  • Fernando Barrios Aguirre
  • Laura Elena Leviller Guardo

Abstract

El objetivo del artículo es estimar los determinantes de la eficiencia técnica para una muestra de 1.971 empresas en Colombia, en el período 2001-2004. La metodología se divide en dos etapas, en la primera se estima, por sector, un índice de eficiencia técnica utilizando un modelo de frontera estocástica. En la segunda etapa, se ajusta un modelo económico sobre los determinantes de la eficiencia técnica, utilizando cinco diferentes especificaciones econométricas; Mínimos Cuadrados Ordinarios (MCO), Modelo Tobit (MT), Regresión Robusta (RR), Regresión Cuartilica (RC) y un Estimador de las Desviaciones Absolutas Censuradas (EDAC). El principal resultado de la investigación establece que las variables: gasto en investigación y desarrollo, tamano de activos y rentabilidad son las principales determinantes de la variación del índice de eficiencia técnica.

Suggested Citation

  • Jorge David Quinteo Otero & William Orlando Prieto Bustos & Fernando Barrios Aguirre & Laura Elena Leviller Guardo, 2008. "Determinantes de la eficiencia técnica en las empresas colombianas, 2001-2004," Revista Semestre Económico, Universidad de Medellín, November.
  • Handle: RePEc:col:000217:005648
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    References listed on IDEAS

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    1. Rodrigo Suescún M. & Martha Misas A., 1996. "Cambio Tecnológico, Ineficiencia de Escala e Ineficiencia X en la Banca Colombiana," Borradores de Economia 2085, Banco de la Republica.
    2. Leonardo Villar Gómez, 2004. "Inflación y finanzas públicas," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 22(47), pages 56-105, December.
    3. Yang, Taho & Kuo, Chunwei, 2003. "A hierarchical AHP/DEA methodology for the facilities layout design problem," European Journal of Operational Research, Elsevier, vol. 147(1), pages 128-136, May.
    4. Alejandra Mizala & Pilar Romaguera & Darío Farren, 1998. "Eficiencia técnica de los establecimientos educacionales en Chile," Documentos de Trabajo 38, Centro de Economía Aplicada, Universidad de Chile.
    5. Rien J. L. M. Wagenvoort & Paul H. Schure, 2006. "A Recursive Thick Frontier Approach to Estimating Production Efficiency," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(2), pages 183-201, April.
    6. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    7. Dairo Estrada & Poldy Osorio, 2004. "Effects of Financial Capital on Colombian Banking Efficiency," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 22(47), pages 162-201, December.
    8. José R.Gamarra V., 2004. "Eficiencia Técnica Relativa de la ganadería doble propósito en la Costa Caribe," Documentos de trabajo sobre Economía Regional y Urbana 53, Banco de la Republica de Colombia.
    9. Alberto Isgut, 1996. "Inversión y eficiencia técnica en la industria manufacturera colombiana," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 15(29), pages 5-34, June.
    10. Arabmazar, Abbas & Schmidt, Peter, 1982. "An Investigation of the Robustness of the Tobit Estimator to Non-Normality," Econometrica, Econometric Society, vol. 50(4), pages 1055-1063, July.
    11. Ligia Melo B. & Néstor Espinosa, 2004. "Ineficiencia En La Distribución De Energía Eléctrica: Una Aplicación De Las Funciones De Distancia Estocástica," Borradores de Economia 2843, Banco de la Republica.
    12. Laporte, Audrey & Windmeijer, Frank, 2005. "Estimation of panel data models with binary indicators when treatment effects are not constant over time," Economics Letters, Elsevier, vol. 88(3), pages 389-396, September.
    13. Alejandro BADEL FLOREZ, 2002. "Sistema Bancario Colombiano: ¿Somos eficientes a nivel internacional?," Archivos de Economía 3500, Departamento Nacional de Planeación.
    14. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    15. Moshe Buchinsky & Jinyong Hahn, 1998. "An Alternative Estimator for the Censored Quantile Regression Model," Econometrica, Econometric Society, vol. 66(3), pages 653-672, May.
    16. Green, Alison & Mayes, David, 1991. "Technical Inefficiency in Manufacturing Industries," Economic Journal, Royal Economic Society, vol. 101(406), pages 523-538, May.
    17. Federico Mini & Edgard Rodriguez, 2000. "Technical Efficiency Indicators in a Philippine Manufacturing Sector," International Review of Applied Economics, Taylor & Francis Journals, vol. 14(4), pages 461-473.
    18. Jorge David Quintero Otero & Hans Peter García Rico, 2006. "Eficiencia en costos en el sistema bancario colombiano: 1989-2003," Revista Semestre Económico, Universidad de Medellín, November.
    19. Powell, James L., 1984. "Least absolute deviations estimation for the censored regression model," Journal of Econometrics, Elsevier, vol. 25(3), pages 303-325, July.
    20. 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 325-332.
    21. Peter Dawson & Stephen Dobson, 2002. "Managerial efficiency and human capital: an application to English association football," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 23(8), pages 471-486.
    22. Kumbhakar, Subal C, 1988. "Estimation of Input-Specific Technical and Allocative Inefficiency in Stochastic Frontier Models," Oxford Economic Papers, Oxford University Press, vol. 40(3), pages 535-549, September.
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    More about this item

    Keywords

    Sector industrial; eficiencia técnica; eficiencia industrial; factores de producción; Colombia;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General

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