• Andrea Furková University of Economics in Bratislava



Efficiency measurement, Higher education institutions, Multicriteria Decision Making Methods, Stochastic Frontier Analysis


Evaluation of efficiency and ranking of higher education institutions is very popular and important topic of public policy. The assessment of the quality of higher education institutions can stimulate positive changes in higher education. In this study we focus on assessment and ranking of Slovak economic faculties. We try to apply two different quantitative approaches for evaluation Slovak economic faculties - Stochastic Frontier Analysis (SFA) as an econometric approach and PROMETHEE II as multicriteria decision making method. Via SFA we examine faculties’ success from scientific point of view, i.e. their success in area of publications and citations. Next part of analysis deals with assessing of Slovak economic sciences faculties from overall point of view through the multicriteria decision making method. In the analysis we employ panel data covering 11 economic faculties observed over the period of 5 years. Our main aim is to point out other quantitative approaches to efficiency estimation of higher education institutions.


  • Aigner, D., Lovell, C.A.K., Schmidt, P. (1977) ‘Formulation and Estimation of Stochastic Frontier Production Function Models’, Journal of Econometrics, vol. 6, no. 1, pp. 21-37.

  • Coelli, T.J.  (1996) ‘A Guide to FRONTIER Version 4.1: A Computer Program for Stochastic Frontier Production and Cost Function Estimation’, CEPA Working Papers no. 7, Department of Econometrics, University of New England.

  • Coelli, T. J., Rao Prasada, D., Battese, G. (2005) ‘An Introduction to Efficiency and Productivity Analysis’, Springer.

  • Furková, A. (2009) ‘Application of parametric benchmarking method – Stochastic Frontier Analysis in cost efficiency estimation of the banking sector’, Proceedings of 27th International Conference on Mathematical Methods in Economics, Kostelec nad Černými lesy, pp. 77-82.

  • Furková, A., Reiff, M., Kita, P. (2012) ‘Retail attractiveness analysis via multicriteria decision making methods’ Proceedings of  17th international scientific conference Strategic management and decision support systems in strategic management: strategic management and overcoming the economic and financial crisis, Subotica - Palic, pp. 1-7.

  • Furková, A. (2013) ‘An econometric approach to efficiency evaluation of higher education institutions’ Proceedings of 10th International Conference Efficiency and Responsibility in Education, Praha, pp. 151-158.

  • Jablonský, J., Dlouhý, M. (2004) ‘Modely hodnocení efektívnosti produkčních jednotek’ Professional Publishing.

  • Jondrow, J., Lovell, C.A.K., Materov, I.S., Schmidt, P. (1982) ‘On the Estimation of Technical Inefficiency in the Stochastic Frontier Production Function Model’, Journal of Econometrics, vol. 19, no. 2-3, pp. 233-238.

  • Kumbhakar, S.C., Lovell, C.A.K. (2000) ‘Stochastic Frontier Analysis’, Cambridge University Press.

  • Meeusen, W. and van den Broeck, J. (1977) ‘Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error’, International Economic Review, vol. 18, no. 2, pp. 435-444.

  • ARRA (2013) ‘Report Assessment of higher education institutions and their Faculties 2008, 2009, 2010, 2011, 2012’, [Accessed on March 14th 2013].

  • Additional Files



    How to Cite

    Furková, A. (2013) ’ALTERNATIVE APPROACHES TO EFFICIENCY EVALUATION OF HIGHER EDUCATION INSTITUTIONS’, Journal on Efficiency and Responsibility in Education and Science, vol. 6, no. 3, pp. 167-178



    Research Paper