Combined Use of BSC and DEA Methods for Measuring Organizational Efficiency

Authors

  • Aleksandra Bošković Faculty of Economics University of Kragujevac, Republic of Serbia
  • Ana Krstić Faculty of Economics University of Kragujevac, Republic of Serbia

Keywords:

Balanced Scorecard, Data Envelopment Analysis, organizational efficiency, combined use of methods, decision support systems

Abstract

Although financial indicators are most often used to measure organizational efficiency, contemporary research suggests that more consideration should be given to non-material factors that can be enveloped by different non-parametric techniques. However, there is no method powerful enough to cover all the relevant aspects of the efficiency problem, i.e. each of them has its advantages and disadvantages. The paper discusses possible combined use of Balanced Scorecard (BSC) method and Data Envelopment Analysis (DEA) in the measurement of organizational efficiency, starting from the deficiencies of the single method use. The main goal of the research in the paper is to show that by combining these methods certain deficiencies in their independent application are eliminated, as well as to indicate the possibilities and limitations, advantages and disadvantages of their combined application. The paper explains that if BSC method is applied first, as a framework for defining goals and performance measures, and then four interactive DEA models are developed, in order to evaluate efficiency in each of the perspectives, relevant synergetic effects will be achieved.

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

References

Amando, C. A. F., Santos, S. P., Marques, P. M. (2012), “Integrating the Data Envelopment Analysis and the Balanced Scorecard approaches for enhanced performance assessment”, Omega, Vol. 40, No. 3, pp. 390-403.

Banker, R. D., Charnes, A., Cooper, W. W. (1984), “Some models for estimating technical and scale inefficiencies in data envelopment analysis”, Management Science, Vol. 30, No. 9, pp. 1078-1092.

Charnes, A., Cooper, W. W., Rhodes, E. (1978), “Measuring the efficiency of decision making units”, European Journal of Operational Research, Vol. 2, No. 6, pp. 429-444.

Domanović, V., Bogićević, J. (2011), “Mogućnosti primene balance scorecard koncepta u Srbiji, Novi metodi menadžmenta i marketinga u podizanju konkurentnosti srpske privrede”, Ekonomski fakultet Univerziteta u Beogradu, available at: http://nde.ekof.bg.ac.rs/vesti/palic.php (29 March 2017)

Domanović, V., Jakšić, M., Mimović, P. (2014), “Balanced Scorecard and analytic network process in performance measurement and strategy evaluation: A case study”, TEME: Casopis Za Drustvene Nauke, Vol. 38, No. 4, pp. 1457-1474.

Dyson, R. G., Allen, R., Camanho, A. S., Podinovski, V. V., Sarrico C. S., Shale, E. A. (2001), “Pitfalls and protocols in DEA”, European Journal of Operational Research, Vol. 132, No. 2, pp. 245–259.

Eilat, H., Golany, B., Shtub, A. (2006), “Constructing and evaluating balanced portfolios of R&D projects with interactions: a DEA based methodology”, European Journal of Operational Research, Vol. 172, No. 3, pp. 1018–1039.

García-Valderrama, T., Mulero-Mendigorri E., Revuelta-Bordoy, D. (2009), “Relating the perspectives of the balanced scorecard for R&D by means of DEA”, European Journal of Operational Research, Vol. 196, No. 3, pp. 1177-1189.

Glisson, C. A., Martin, P. Y. (1980), “Productivity and Efficiency in Human Service Organizations as Related to Structure, Size, and Age”, The Academy of Management Journal, Vol. 23, No. 1, pp. 21-37.

Kaplan, R. S., Norton, D. P. (1992), “The balanced scorecard measures that drive performance”, Harvard Business Review, Vol. 70, No. 1, pp. 71–79.

Mingers, J., Brocklesby, J. (1997),“Multimethodology: Towards a Framework for Mixing Methodologies”, Omega, Vol. 25, No. 5 pp. 489-509.

Ostroff, C., Schmitt, N. (1993), “Configurations of Organizational Effectiveness and Efficiency”, Academy of Management Journal, Vol. 36, No. 6, pp. 1345-1361.

Rickards, R. (2003), “Setting benchmarks and evaluating Balanced Scorecards with data envelopment analysis”, Benchmarking: An International Journal, Vol. 10, No. 3, pp. 226–245.

Sumanth, D. (1994), Productivity engineering and management, McGraw-Hill Inc.

Tangen, S. (2004), “Evaluation and Revision of Performance Measurement Systems” Department of Production Engineering, The Royal Institute of Technology, Doctoral dissertation, Stockholm.

Downloads

Published

2018-10-31

How to Cite

Bošković, A., & Krstić, A. (2018). Combined Use of BSC and DEA Methods for Measuring Organizational Efficiency. ENTRENOVA - ENTerprise REsearch InNOVAtion, 4(1), 41–47. Retrieved from https://hrcak.srce.hr/ojs/index.php/entrenova/article/view/13843

Issue

Section

Microeconomics