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A new criterion for technical efficiency measures: non-monotonicity across dimensions axioms

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  • Kristiaan Kerstens

    (LABORES, Université Catholique de Lille, Lille, France)

  • Philippe Vanden Eeckaut

    (Institut de Statistique, Université Catholique de Louvain, Louvain-la-Neuve, Belgium)

Abstract

Based on non-parametric deterministic production technologies radial and non-radial measures of technical efficiency are evaluated using properties guaranteeing insensitivity to the dimensionality of technology. These new axioms are important in empirical research and may especially prevent manipulation of results when implementing these benchmark methodologies in private or public organizations. An empirical example illustrates to which extent a series of radial and non-radial technical efficiency measures satisfies the proposed axioms. Copyright © 1999 John Wiley & Sons, Ltd.

Suggested Citation

  • Kristiaan Kerstens & Philippe Vanden Eeckaut, 1999. "A new criterion for technical efficiency measures: non-monotonicity across dimensions axioms," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 20(1), pages 45-59.
    • Handle: RePEc:wly:mgtdec:v:20:y:1999:i:1:p:45-59
    DOI: 10.1002/(SICI)1099-1468(199902)20:1<45::AID-MDE912>3.0.CO;2-B
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    References listed on IDEAS

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    1. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    2. Berger, Allen N. & Leusner, John H. & Mingo, John J., 1997. "The efficiency of bank branches," Journal of Monetary Economics, Elsevier, vol. 40(1), pages 141-162, September.
    3. Forsund, Finn R & Hjalmarsson, Lennart, 1979. "Generalised Farrell Measures of Efficiency: An Application to Milk Processing in Swedish Dairy Plants," Economic Journal, Royal Economic Society, vol. 89(354), pages 294-315, June.
    4. Fare,Rolf & Grosskopf,Shawna & Lovell,C. A. Knox, 2008. "Production Frontiers," Cambridge Books, Cambridge University Press, number 9780521072069.
    5. Banker, R. D. & Charnes, A. & Cooper, W. W. & Clarke, R., 1989. "Constrained game formulations and interpretations for data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 40(3), pages 299-308, June.
    6. Chu, Xuehao & Fielding, Gordon J. & Lamar, Bruce W., 1992. "Measuring transit performance using data envelopment analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 26(3), pages 223-230, May.
    7. KERSTENs, Kris & VANDEN EECKAUT, Philippe, 1995. "Technical Efficiency Measures on DEA and FDH : A Reconsideration of the Axiomatic Literature," LIDAM Discussion Papers CORE 1995013, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    8. Kittelsen, S.A.C., 1993. "Stepwise DEA; Choosing Variables for Measuring Technical Efficiency in Norwegian Electricity Distribution," Memorandum 1993_006, Oslo University, Department of Economics.
    9. Newhouse, Joseph P., 1994. "Frontier estimation: How useful a tool for health economics?," Journal of Health Economics, Elsevier, vol. 13(3), pages 317-322, October.
    10. Peter Bogetoft, 1996. "DEA on Relaxed Convexity Assumptions," Management Science, INFORMS, vol. 42(3), pages 457-465, March.
    11. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181, Decembrie.
    12. Varian, Hal R, 1984. "The Nonparametric Approach to Production Analysis," Econometrica, Econometric Society, vol. 52(3), pages 579-597, May.
    13. Chambers,Robert G., 1988. "Applied Production Analysis," Cambridge Books, Cambridge University Press, number 9780521314275.
    14. Robert Russell, R., 1985. "Measures of technical efficiency," Journal of Economic Theory, Elsevier, vol. 35(1), pages 109-126, February.
    15. KERSTENS , Kristiaan & VANDEN EECKAUT, Philippe, 1998. "Distinguishing technical and scale efficiency on non-convex and convex technologies: theoretical analysis and empirical illustrations," LIDAM Discussion Papers CORE 1998055, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    16. Fare, Rolf & Grosskopf, Shawna, 1997. "Profit efficiency, Farrell decompositions and the Mahler inequality1," Economics Letters, Elsevier, vol. 57(3), pages 283-287, December.
    17. Viton, Philip A., 1997. "Technical efficiency in multi-mode bus transit: A production frontier analysis," Transportation Research Part B: Methodological, Elsevier, vol. 31(1), pages 23-39, February.
    18. Breyer, Friedrich, 1987. "The specification of a hospital cost function : A comment on the recent literature," Journal of Health Economics, Elsevier, vol. 6(2), pages 147-157, June.
    19. Rajiv D. Banker, 1993. "Maximum Likelihood, Consistency and Data Envelopment Analysis: A Statistical Foundation," Management Science, INFORMS, vol. 39(10), pages 1265-1273, October.
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    2. Lehmann, Erik & Warning, Susanne, 2002. "Teaching or research? What affects the efficiency of universities," Discussion Papers, Series I 322, University of Konstanz, Department of Economics.
    3. Colin Glass, J. & McCallion, Gillian & McKillop, Donal G. & Rasaratnam, Syamarlah & Stringer, Karl S., 2006. "Implications of variant efficiency measures for policy evaluations in UK higher education," Socio-Economic Planning Sciences, Elsevier, vol. 40(2), pages 119-142, June.
    4. K. Obeng, 2011. "Indirect production function and the output effect of public transit subsidies," Transportation, Springer, vol. 38(2), pages 191-214, March.
    5. McKillop, D. G. & Glass, J. C. & Ferguson, C., 2002. "Investigating the cost performance of UK credit unions using radial and non-radial efficiency measures," Journal of Banking & Finance, Elsevier, vol. 26(8), pages 1563-1591, August.
    6. Lehmann, Erik E. & Warning, Susanne, 2010. "The impact of regional endowment and university characteristics on university efficiency," UO Working Papers 04-10, University of Augsburg, Chair of Management and Organization.

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