IDEAS home Printed from https://ideas.repec.org/a/col/000217/005648.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://revistas.udem.edu.co/index.php/economico/article/view/685/626
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rodrigo Suescún M. & Martha Misas, 1996. "Cambio Tecnológico, Ineficiencia de Escala e Ineficiencia X en la Banca Colombiana," Borradores de Economia 059, Banco de la Republica de Colombia.
    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. Ligia Melo & Néstor Espinosa, 2005. "Ineficiencia en la distribución de energía eléctrica: una aplicación de las funciones de distancia estocástica," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 23(49), pages 88-132, December.
    8. Dairo Estrada & Poldy Osorio, 2004. "Effects Of Financial Capital On Colombian Banking Efficiency," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 22(47), pages 162-201, December.
    9. 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.
    10. 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.
    11. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Miguel SARMIENTOO & Andrés CEPEDA & Hernando MUTIS & Juan F. PÉREZ, 2013. "Nueva Evidencia sobre la Eficiencia de la Banca," Archivos de Economía 10705, Departamento Nacional de Planeación.
    2. Julio Amézquita López & Jorge Quintero Otero & Jessica A. Espitaleta Gulfo & Livy L.Quintero Padilla, 2010. "Competitividad De Las Empresas Industriales De Cartagena De Indias. Un Análisis De Recursos Y Capacidades," Revista Jornadas de Investigación, Universidad de Cartagena, July.
    3. 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.
    4. Diego Restrepo-Tobón & Jim Sánchez-González, 2021. "Measuring profit efficiency of Colombian banks: a composite non-standard profit function approach," International Journal of Productivity and Quality Management, Inderscience Enterprises Ltd, vol. 33(2), pages 234-252.
    5. Daniel Pollmann & Thomas Dohmen & Franz Palm, 2020. "Robust Estimation of Wage Dispersion with Censored Data: An Application to Occupational Earnings Risk and Risk Attitudes," De Economist, Springer, vol. 168(4), pages 519-540, December.
    6. Carolina Ortega Londono & Diego Restrepo, 2018. "Transmission of Monetary Policy and Bank Heterogeneity in Colombia," Documentos de Trabajo de Valor Público 16987, Universidad EAFIT.
    7. Daniel Pollmann & Thomas Dohmen & Franz Palm, 2020. "Dispersion estimation; Earnings risk; Censoring; Quantile regression; Occupational choice; Sorting; Risk preferences; SOEP; IABS," ECONtribute Discussion Papers Series 028, University of Bonn and University of Cologne, Germany.
    8. Carolina Ortega Londono, 2018. "Transmission of Monetary Policy and Bank Heterogeneity in Colombia," Documentos de Trabajo de Valor Público 16792, Universidad EAFIT.
    9. Michel Janna Gandur, 2003. "Eficiencia en Costos,Cambios en las Condiciones Generales del Mercado y Crisis en la Banca Colombiana: 1992-2002," Borradores de Economia 260, Banco de la Republica de Colombia.
    10. P. Čížek & S. Sadikoglu, 2018. "Bias-corrected quantile regression estimation of censored regression models," Statistical Papers, Springer, vol. 59(1), pages 215-247, March.
    11. Jiang, Rong & Qian, Weimin & Zhou, Zhangong, 2012. "Variable selection and coefficient estimation via composite quantile regression with randomly censored data," Statistics & Probability Letters, Elsevier, vol. 82(2), pages 308-317.
    12. Javier E. Pirateque & José H. Piñeros & Linda Mondragón, 2013. "Eficiencia de los establecimientos bancarios (EB): una aproximación mediante modelos DEA," Borradores de Economia 11103, Banco de la Republica.
    13. Ligia Alba Melo-Becerra & Antonio José Orozco-Gallo, 2017. "Technical efficiency for Colombian small crop and livestock farmers: A stochastic metafrontier approach for different production systems," Journal of Productivity Analysis, Springer, vol. 47(1), pages 1-16, February.
    14. Ligia Alba Melo-Becerra & Antonio José Orozco-Gallo, 2015. "Eficiencia técnica de los hogares con producción agropecuaria en Colombia," Documentos de trabajo sobre Economía Regional y Urbana 227, Banco de la Republica de Colombia.
    15. Komunjer, Ivana & Vuong, Quang, 2010. "Efficient estimation in dynamic conditional quantile models," Journal of Econometrics, Elsevier, vol. 157(2), pages 272-285, August.
    16. Komunjer, Ivana, 2013. "Quantile Prediction," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 961-994, Elsevier.
    17. Rima Rajab & Milan Dražić & Nenad Mladenović & Pavle Mladenović & Keming Yu, 2015. "Fitting censored quantile regression by variable neighborhood search," Journal of Global Optimization, Springer, vol. 63(3), pages 481-500, November.
    18. Héctor Manuel Zárate S., 2005. "Cambios en la estructura salarial: una historia desde la regresión cuanfílica," Monetaria, CEMLA, vol. 0(4), pages 339-364, octubre-d.
    19. Barros, Carlos Pestana & Williams, Jonathan, 2013. "The random parameters stochastic frontier cost function and the effectiveness of public policy: Evidence from bank restructuring in Mexico," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 98-108.
    20. Williams, Jonathan, 2004. "Determining management behaviour in European banking," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2427-2460, October.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:col:000217:005648. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Andres Felipe Borraez (email available below). General contact details of provider: https://edirc.repec.org/data/femedco.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.