A hybrid approach to efficiency measurement with empirical illustrations from education and health
Inefficiency is commonplace, yet exercises aimed at improving provider performance efforts to date to measure inefficiency and use it in benchmarking exercises have not been altogether satisfactory. This paper proposes a new approach that blends the themes of Data Envelopment Analysis and the Stochastic Frontier Approach to measure overall efficiency. The hybrid approach nonparametrically estimates inefficiency by comparing actual performance with comparable real-life"best practice"on the frontier and could be useful in exercises aimed at improving provider performance. Four applications in the education and health sectors are used to illustrate the features and strengths of this hybrid approach.
|Date of creation:||01 Aug 2011|
|Contact details of provider:|| Postal: 1818 H Street, N.W., Washington, DC 20433|
Phone: (202) 477-1234
Web page: http://www.worldbank.org/
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.:
- Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
- Bruce Hollingsworth, 2008. "The measurement of efficiency and productivity of health care delivery," Health Economics, John Wiley & Sons, Ltd., vol. 17(10), pages 1107-1128.
- Thomas Fuchs & Ludger Woessmann, 2004.
"What Accounts for International Differences in Student Performance? A Re-examination using PISA Data,"
Econometric Society 2004 Australasian Meetings
274, Econometric Society.
- Thomas Fuchs & Ludger Wößmann, 2007. "What accounts for international differences in student performance? A re-examination using PISA data," Empirical Economics, Springer, vol. 32(2), pages 433-464, May.
- Fuchs, Thomas & Woessmann, Ludger, 2004. "What Accounts for International Differences in Student Performance? A Re-Examination Using PISA Data," IZA Discussion Papers 1287, Institute for the Study of Labor (IZA).
- Fuchs, Thomas & Wößmann, Ludger, 2007. "What accounts for international differences in student performance? A re-examination using PISA data," Munich Reprints in Economics 20303, University of Munich, Department of Economics.
- Deller, Steven C. & Rudnicki, Edward, 1993. "Production efficiency in elementary education: The case of Maine public schools," Economics of Education Review, Elsevier, vol. 12(1), pages 45-57, March.
- Andreas Ammermüller, 2004.
"PISA : what makes the difference?,"
Working Papers of the Research Group Heterogenous Labor
04-07, Research Group Heterogeneous Labor, University of Konstanz/ZEW Mannheim.
- Andrew Worthington, 2001. "An Empirical Survey of Frontier Efficiency Measurement Techniques in Education," Education Economics, Taylor & Francis Journals, vol. 9(3), pages 245-268.
- Unto Häkkinen & Isabelle Joumard, 2007. "Cross-Country Analysis of Efficiency in OECD Health Care Sectors: Options for Research," OECD Economics Department Working Papers 554, OECD Publishing.
- Crampes, C. & Hollander, A., 1991.
"Duopoly and Quality Standards,"
Cahiers de recherche
9128, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Bruce Hollingsworth & Andrew Street, 2006. "The market for efficiency analysis of health care organisations," Health Economics, John Wiley & Sons, Ltd., vol. 15(10), pages 1055-1059.
- Simar, L. & Wilson, P.W., 1999.
"Statistical Inference in Nonparametric Frontier Models: the State of the Art,"
9904, Catholique de Louvain - Institut de statistique.
- Léopold Simar & Paul Wilson, 2000. "Statistical Inference in Nonparametric Frontier Models: The State of the Art," Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
- Weaver, Marcia & Deolalikar, Anil, 2004. "Economies of scale and scope in Vietnamese hospitals," Social Science & Medicine, Elsevier, vol. 59(1), pages 199-208, July.
- António Afonso & Miguel St. Aubyn, 2005. "Non-parametric approaches to education and health efficiency in OECD countries," Journal of Applied Economics, Universidad del CEMA, vol. 8, pages 227-246, November.
- Edwin Leuven & Barbara Sianesi, 2003. "PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing," Statistical Software Components S432001, Boston College Department of Economics, revised 19 Jan 2015.
When requesting a correction, please mention this item's handle: RePEc:wbk:wbrwps:5751. 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: (Roula I. Yazigi)
If references are entirely missing, you can add them using this form.