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Cross-efficiency evaluation and improvement in two-stage network data envelopment analysis

Author

Listed:
  • Hamid Kiaei

    (University of Mazandaran)

  • Reza Farzipoor Saen

    (Sultan Qaboos University)

  • Reza Kazemi Matin

    (Islamic Azad University)

Abstract

In Network Data Envelopment Analysis models, by considering the internal structure of production units rather than a simple black-box, more inefficiency sources are identified. The objective of this paper is to assess and improve the performance of Decision Making Units with a two-stage network using cross-efficiency approach. The main contributions of this study include; first, a new benevolent method in cross-efficiency evaluation of two-stage network is proposed. Second, we propose a method for setting inputs and outputs target to improve the cross-evaluations by changing inputs of the first stage and outputs of the second stage, simultaneously. A case study validates the discussions.

Suggested Citation

  • Hamid Kiaei & Reza Farzipoor Saen & Reza Kazemi Matin, 2023. "Cross-efficiency evaluation and improvement in two-stage network data envelopment analysis," Annals of Operations Research, Springer, vol. 321(1), pages 281-309, February.
    • Handle: RePEc:spr:annopr:v:321:y:2023:i:1:d:10.1007_s10479-022-04861-7
    DOI: 10.1007/s10479-022-04861-7
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    References listed on IDEAS

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