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Strict vs. Weak Ordinal Relations for Multipliers in Data Envelopment Analysis

Listed author(s):
  • Agha Iqbal Ali

    (School of Management, University of Massachusetts, Amherst, Massachusetts 01003)

  • Wade D. Cook

    (Faculty of Administrative Studies, York University, Toronto, Ontario, Canada)

  • Lawrence M. Seiford

    (Department of Industrial Engineering and Operations Research, University of Massachusetts, Amherst, Massachusetts 01003)

In a recent paper, Golany (1988) proposes an interesting extension of Data Envelopment Analysis to the situation where ordinal relations among weights corresponding to certain dimensions exist. However, the development of the extended model contains mathematical errors and the proposed equivalence is incorrect. We establish the correct model equivalence and prove that weak ordinal relations require a nonstandard DEA model. We also show that the case of strict ordinal relations can be handled with the standard DEA model. These results hold for the CCR, BCC, additive, and multiplicative models and for relations involving both input and output multipliers.

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Article provided by INFORMS in its journal Management Science.

Volume (Year): 37 (1991)
Issue (Month): 6 (June)
Pages: 733-738

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Handle: RePEc:inm:ormnsc:v:37:y:1991:i:6:p:733-738
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