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Ranking The Efficiency Performance Within A Set Of Decision Making Units By Data Envelopment Analysis

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  • HONGYU LI

    ()
    (Department of Management Science, School of Management, Fudan University, 220 Handan Road, Shanghai, 200433, China)

  • JISHAN ZHU

    ()
    (School of Business, Long Island University, 1 University Plaza, Brooklyn, New York 11201, USA)

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    Abstract

    In contrast to parametric approaches which try to optimize a single regression function through the observed data set, DEA optimizes on each individual observation with a objective of calculating a discrete piece-wise linear frontier. In the so-called preliminary DEA efficiency evaluation, whether or not a DMU is efficient is solely determined by the solution of the linear programming problem constructed for this particular DMU. In our proposed ranking method, we assess the efficiency performance of a particular DMU based not only on its efficiency score when the DMU is standing out in the objective function of the linear problem but also its efficiency ratios under the optimal solutions of other n-1 linear programming problems. This constitutes the overall efficiency performance of a DMU. A ranking procedure is developed to rank the n DMUs in terms of the overall efficiency performance.

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    Bibliographic Info

    Article provided by World Scientific Publishing Co. Pte. Ltd. in its journal International Journal of Information Technology and Decision Making.

    Volume (Year): 04 (2005)
    Issue (Month): 03 ()
    Pages: 345-357

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    Handle: RePEc:wsi:ijitdm:v:04:y:2005:i:03:p:345-357

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    Related research

    Keywords: Ranking of efficiency performance; Data Envelopment Analysis; linear programming;

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    Cited by:
    1. Charles Kenny, 2011. "Bentham from the Crypt Once More: Politicians in Pursuit of Happiness," Working Papers id:4332, eSocialSciences.

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