Skip to main content

2018 | OriginalPaper | Buchkapitel

7. Data Envelopment Analysis

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The outcomes from the previous chapters provide useful information from the literature of operations research and economics on measuring the performance of a set of homogenous firms with multiple input factors and multiple output factors as well as ranking and benchmarking firms. If firms are not homogenous, the situation is the same as when each factor has a different unit of measurement from one firm to another, and therefore, no meaningful discrimination can be expressed, unless the simple conditions of discrimination, which are represented in Sect. 2.​3, are satisfied. In this chapter, the concepts introduced in the previous chapters are adapted with the literature and the philosophical background is discussed.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Andersen, P., & Petersen, N. C. (1993). A procedure for ranking efficient units in data envelopment analysis. Management Science, 39(10), 1261–1264.CrossRef Andersen, P., & Petersen, N. C. (1993). A procedure for ranking efficient units in data envelopment analysis. Management Science, 39(10), 1261–1264.CrossRef
Zurück zum Zitat Cooper, W. W., Seiford, L. M., & Zhu, J., (2011). Handbook on data envelopment analysis (International series in operations research & management science, 2nd ed.). New York: Springer. Cooper, W. W., Seiford, L. M., & Zhu, J., (2011). Handbook on data envelopment analysis (International series in operations research & management science, 2nd ed.). New York: Springer.
Zurück zum Zitat Toloo, M., (2014). Data envelopment analysis with selected models and applications. Series on Advanced Economic Issues, Faculty of Economics, VŠB-TU, Ostrava. Toloo, M., (2014). Data envelopment analysis with selected models and applications. Series on Advanced Economic Issues, Faculty of Economics, VŠB-TU, Ostrava.
Zurück zum Zitat Førsund, F. R., Lovell, C. K., & Schmidt, P. (1980). A survey of frontier production functions and of their relationship to efficiency measurement. Journal of econometrics, 13(1), 5–25.CrossRef Førsund, F. R., Lovell, C. K., & Schmidt, P. (1980). A survey of frontier production functions and of their relationship to efficiency measurement. Journal of econometrics, 13(1), 5–25.CrossRef
Zurück zum Zitat Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078–1092.CrossRef Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078–1092.CrossRef
Zurück zum Zitat Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European journal of operational research, 2(6), 429–444.CrossRef Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European journal of operational research, 2(6), 429–444.CrossRef
Zurück zum Zitat Charnes, A., Cooper, W. W., Golany, B., Seiford, L. M., & Stutz, J. (1985). Foundations of data envelopment analysis and Pareto-Koopmans empirical production functions. Journal of Econometrics, 30(1), 91–107.CrossRef Charnes, A., Cooper, W. W., Golany, B., Seiford, L. M., & Stutz, J. (1985). Foundations of data envelopment analysis and Pareto-Koopmans empirical production functions. Journal of Econometrics, 30(1), 91–107.CrossRef
Zurück zum Zitat Coelli, T. J., Rao, D. S. P., O'Donnell, C. J., & Battese, G. E. (2005). An introduction to efficiency and productivity analysis (2nd ed.). New York: Springer. Coelli, T. J., Rao, D. S. P., O'Donnell, C. J., & Battese, G. E. (2005). An introduction to efficiency and productivity analysis (2nd ed.). New York: Springer.
Zurück zum Zitat Debreu, G. (1951). The coefficient of resource utilization. Econometrica: Journal of the Econometric Society, 19, 273–292.CrossRef Debreu, G. (1951). The coefficient of resource utilization. Econometrica: Journal of the Econometric Society, 19, 273–292.CrossRef
Zurück zum Zitat Färe, R., & Lovell, C. K. (1978). Measuring the technical efficiency of production. Journal of Economic theory, 19(1), 150–162.CrossRef Färe, R., & Lovell, C. K. (1978). Measuring the technical efficiency of production. Journal of Economic theory, 19(1), 150–162.CrossRef
Zurück zum Zitat Färe, R., Grosskopf, S., & Lovell, C. A. K. (1985). Measurement of efficiency of production. Boston: Kluwer-Nijhoff Publishing Co., Inc.CrossRef Färe, R., Grosskopf, S., & Lovell, C. A. K. (1985). Measurement of efficiency of production. Boston: Kluwer-Nijhoff Publishing Co., Inc.CrossRef
Zurück zum Zitat Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society. Series A (General), 120, 253–290.CrossRef Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society. Series A (General), 120, 253–290.CrossRef
Zurück zum Zitat Førsund, F. R., & Hjalmarsson, L. (1974). On the measurement of productive efficiency. The Swedish Journal of Economics, 76, 141–154.CrossRef Førsund, F. R., & Hjalmarsson, L. (1974). On the measurement of productive efficiency. The Swedish Journal of Economics, 76, 141–154.CrossRef
Zurück zum Zitat Khezrimotlagh, D. (2014). Profit efficiency by Kourosh and Arash model. Applied Mathematical Sciences, 8(24), 1165–1170.CrossRef Khezrimotlagh, D. (2014). Profit efficiency by Kourosh and Arash model. Applied Mathematical Sciences, 8(24), 1165–1170.CrossRef
Zurück zum Zitat Khezrimotlagh, D., Salleh, S., & Mohsenpour, Z. (2013). A new method for evaluating decision making units in DEA. Journal of the Operational Research Society, 65(1), 694–707. Khezrimotlagh, D., Salleh, S., & Mohsenpour, Z. (2013). A new method for evaluating decision making units in DEA. Journal of the Operational Research Society, 65(1), 694–707.
Zurück zum Zitat Koopmans, T. C. (1951). Analysis of production as an efficient combination of activities. Activity analysis of production and allocation, 13, 33–37. Koopmans, T. C. (1951). Analysis of production as an efficient combination of activities. Activity analysis of production and allocation, 13, 33–37.
Zurück zum Zitat Pastor, J. T., Ruiz, J. L., & Sirvent, I. (1999). An enhanced DEA Russell graph efficiency measure. European Journal of Operational Research, 115(3), 596–607.CrossRef Pastor, J. T., Ruiz, J. L., & Sirvent, I. (1999). An enhanced DEA Russell graph efficiency measure. European Journal of Operational Research, 115(3), 596–607.CrossRef
Zurück zum Zitat Sexton, T. R., Silkman, R. H., & Hogan, A. J. (1986). Data envelopment analysis: Critique and extensions. New Directions for Program Evaluation, 1986(32), 73–105.CrossRef Sexton, T. R., Silkman, R. H., & Hogan, A. J. (1986). Data envelopment analysis: Critique and extensions. New Directions for Program Evaluation, 1986(32), 73–105.CrossRef
Zurück zum Zitat Tone, K. (2001). A slacks-based measure of efficiency in data envelopment analysis. European journal of operational research, 130(3), 498–509.CrossRef Tone, K. (2001). A slacks-based measure of efficiency in data envelopment analysis. European journal of operational research, 130(3), 498–509.CrossRef
Zurück zum Zitat Tone, K. (2002). A strange case of the cost and allocative efficiencies in DEA. Journal of the Operational Research Society, 53, 1225–1231.CrossRef Tone, K. (2002). A strange case of the cost and allocative efficiencies in DEA. Journal of the Operational Research Society, 53, 1225–1231.CrossRef
Zurück zum Zitat Zhu, J. (2014). Quantitative models for performance evaluation and benchmarking: data envelopment analysis with spreadsheets (Vol. 213). Cham: Springer. Zhu, J. (2014). Quantitative models for performance evaluation and benchmarking: data envelopment analysis with spreadsheets (Vol. 213). Cham: Springer.
Metadaten
Titel
Data Envelopment Analysis
verfasst von
Dariush Khezrimotlagh
Yao Chen
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-76345-3_7