Far out or alone in the crowd: Classification of selfevaluators in DEA
The units found strongly efficient in DEA studies on efficiency can be divided into self-evaluators and active peers, depending on whether the peers are referencing any inefficient units or not. The contribution of the paper starts with subdividing the selfevaluators into interior and exterior ones. The exterior self-evaluators are efficient “by default”; there is no firm evidence from observations for the classification. These units should therefore not been regarded as efficient, and be removed from the observations on efficiency scores when performing a two-stage analysis of explaining the distribution of the scores. A method for classifying self-evaluators based on the additive DEA model is developed. The application to municipal nursing- and home care services of Norway shows significant effects of removing exterior self-evaluators from the data when doing a two-stage analysis.
|Date of creation:||21 Jun 2009|
|Date of revision:|
|Contact details of provider:|| Postal: HERO / Institute of Health Management and Health Economics P.O. Box 1089 Blindern, N-0317 Oslo, Norway|
Phone: 2307 5309
Fax: 2307 5310
Web page: http://www.hero.uio.no/eng.html
More information through EDIRC
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Edvardsen, Dag Fjeld & Forsund, Finn R., 2003.
"International benchmarking of electricity distribution utilities,"
Resource and Energy Economics,
Elsevier, vol. 25(4), pages 353-371, October.
- Dag Fjeld Edvardsen & Finn R. Førsund, 2001. "International benchmarking of electricity distribution utilities," ICER Working Papers 08-2002, ICER - International Centre for Economic Research.
- Førsund, Finn R & Edvardsen, Dag F., 2001. "International Benchmarking of Electricity Distribution Utilities," Memorandum 35/2001, Oslo University, Department of Economics.
- Forsund,F.R. & Sarafoglou,N., 2000.
"On the origins of data envelopment analysis,"
24/2000, Oslo University, Department of Economics.
- Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
- R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
- Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
- Seitz, Wesley D, 1971. "Productive Efficiency in the Steam-Electric Generating Industry," Journal of Political Economy, University of Chicago Press, vol. 79(4), pages 878-86, July-Aug..
- Charnes, A. & Cooper, W. W. & Golany, B. & Seiford, L. & Stutz, J., 1985. "Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 91-107.
When requesting a correction, please mention this item's handle: RePEc:hhs:oslohe:2003_007. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Anbjørg Kolaas)
If references are entirely missing, you can add them using this form.