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Some Remarks on Modified FDH

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Abstract

One of the tools in theoretical and empirical work on the measurement of productive efficiency is the socalled Free Disposal Hull (FDH) method. As a result of its very generous character, many of the observations belonging to an evaluated dataset are labeled efficient by this method. Modified FDH, similar in spirit as Andersen and Petersen's modified Data Envelopment Analysis, may thus be used to discriminate between FDH-efficient units. We aim to show why particularly for FDH this method seems quite apt and may be called for as a valuable complementary tool to standard FDH analysis.

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References

  • Andersen, P. and N. C. Petersen. (1989). “A Procedure for Ranking Efficient Units in Data Envelopment Analysis.” Publications from Department of Management, Odense University 11/1989, Odense.

  • Andersen, P. and N. C. Petersen. (1993). “A Procedure for Ranking Efficient Units in Data Envelopment Analysis.” Management Science 39, 1261–1264.

    Google Scholar 

  • Bogetoft, P. (1994). “Incentive Efficient Production Frontiers: An Agency Perspective on DEA.” Management Science 40, 959–968.

    Google Scholar 

  • Charnes, A., W. W. Cooper and E. Rhodes. (1978). “Measuring the Efficiency of Decision Making Units.” European Journal of Operations Research 2, 429–444.

    Google Scholar 

  • Charnes, A., W. W. Cooper and E. Rhodes. (1981). “Evaluating Program and Managerial Efficiency: An Application of Data Envelopment Analysis to Program Follow Through.” Management Science 27, 668–697.

    Google Scholar 

  • Charnes, A. et al. (1985). “Sensitivity and Stability Analysis in DEA.” Annals of Operations Research 2, 139–156.

    Google Scholar 

  • Charnes, A. et al. (1989). “Cone Ratio Data Envelopment Analysis and Multi-Objective Programming.” International Journal of Systems Science 20, 1099–1118.

    Google Scholar 

  • Charnes, A. et al. (1990). “Polyhedral Cone-Ratio DEA Models with an Illustrative Application to Large Commercial Banks.” Journal of Econometrics 46, 73–91.

    Google Scholar 

  • Charnes, A. et al. (1992). “Sensitivity of Efficiency Classifications in the Additive Model of Data Envelopment Analysis.” International Journal of Systems Science 23, 789–798.

    Google Scholar 

  • De Borger, B. et al. (1994). “A Non-Parametric Free Disposal Hull (FDH) Approach to Technical Efficiency: An Illustration of Radial and Graph Efficiency Measures and Some Sensitivity Results.” Swiss Journal of Economics and Statistics 4, 647–667.

    Google Scholar 

  • Deprins, D., L. Simar and H. Tulkens. (1984). “Measuring Labour Efficiency in Post Offices.” In M. Marchand, P. Pestieau and H. Tulkens (eds.), The Performance of Public Enterprises: Concepts and Measurement. Amsterdam: North-Holland.

    Google Scholar 

  • Dulá, J. H. and B. L. Hickman. (1995). “Effects of Excluding the Column Being Scored from the DEA Envelopmnent LP Technology Matrix.” Technical Report 95-3, Department of Computer Science, University of Nebraska at Omaha.

  • Farrell, M. J. (1957). “The Measurement of Productive Efficiency.” Journal of the Royal Statistical Society A 120, 253–281.

    Google Scholar 

  • Grosskopf, S. (1986). “The Role of the Reference Technology in Measuring Productive Efficiency.” Economic Journal 96, 499–513.

    Google Scholar 

  • Kerstens, K. and P. Vanden Eechaut. (1995). “Technical Efficiency Measures on DEA and FDH:A Reconsideration of the Axiomatic Literature.” CORE Discussion Paper nr. 9513, CORE, Louvain-la-Neuve.

    Google Scholar 

  • Lovell, C. A. K., L. C. Walters and L. L. Wood. (1995). “Stratified Models of Education Production Using Modified DEA and Regression Analysis.” In A. Charnes, W. Cooper, A. Lewin and A. Seiford (eds.), Data Envelopment Analysis: Theory, Methodology and Applications. Quorum Books.

  • Melyn, W. (1991). Measuring Technical Efficiencies in Productive Activities. Presentation and Comparison of Different Methods and an Application to Public Enterprises. Catholic University of Leuven, Department of Economics, 71p.

  • Thompson, R. G. et al. (1986). “Comparative Site Evaluations for Locating a High-Energy Physics Lab in Texas.” Interfaces 16, 35–49.

    Google Scholar 

  • Thompson, R. G. et al. (1990). “The Role of Multiplier Bounds in Efficiency Analysis with Application to Kansas Farming.” Journal of Econometrics 46, 93–108.

    Google Scholar 

  • Thompson, R. G., P. S. Dharmapala and R. M. Thrall. (1995). “Sensitivity Analysis of Efficiency Measures with Applications to Kansas Farming and Illinois Coal Mining.” In A. Charnes, W. Cooper, A. Lewin and A. Seiford (eds.), Data Envelopment Analysis: Theory, Methodology and Applications. Quorum Books.

  • Tulkens, H., ed. (1986). “La Performance Productive d'un Service Public. Définitions, Méthodes de Mesure et Application à la régie des postes en Belgique.” L'Actualité Economique, Revue d'Analyse Economique 62, 306–335.

  • Tulkens, H. (1989). (ed.), Efficacité et Management. Travaux et Actes de la Cinquième Commision du Huitième Congrès des Economistes Belges de Langue Française, CIFOP, Charleroi.

    Google Scholar 

  • Tulkens, H. (1993). “On FDH Efficiency Analysis: Some Methodological Issues and Applications to Retail Banking, Courts and Urban Transit.” Journal of Productivity Analysis 4, 183–210.

    Google Scholar 

  • Valdmanis, V. (1992). “Sensitivity Analysis for DEA-Models.” Journal of Public Economics 48, 185–205.

    Google Scholar 

  • Van Puyenbroeck, T. (1993). “Discriminating Between Efficient Decision Making Units: A Modified Free Disposal Hull Approach.” Public Economics Resesarch Paper nr. 32, Center for Economic Studies, Leuven.

    Google Scholar 

  • Wilson, P. (1995). “Detecting Influential Observations in Data Envelopment Analysis.” Journal of Productivity Analysis 6, 27–45.

    Google Scholar 

  • UIC. (1986). International Railway Statistics. Paris.

  • UIC. (1988). Supplementary to the International Railway Statistics. Paris.

Download references

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Puyenbroeck, T.V. Some Remarks on Modified FDH. Journal of Productivity Analysis 9, 81–94 (1998). https://doi.org/10.1023/A:1018372414320

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  • DOI: https://doi.org/10.1023/A:1018372414320

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