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Modelling undesirable outputs with zero sum gains data envelopment analysis models

Author

Listed:
  • E G Gomes

    (Brazilian Agricultural Research Corporation (Embrapa)—Secretariat for Management and Strategy)

  • M P E Lins

    (Federal University of Rio de Janeiro - Production Engineering Program)

Abstract

Data envelopment analysis (DEA) literature has proposed alternative models for performance assessment in the presence of undesirable outputs, such as pollutant emissions, where increased outputs imply reduced performance. However, the case where global equilibrium of outputs should be imposed has not yet been considered. We propose that the zero sum gains DEA (ZSG-DEA) models look especially suitable for treating equilibrium models, where the sum of the quantities produced by all decision-making units can be set as the upper admissible bound. This paper uses ZSG-DEA models to evaluate the carbon dioxide emission case study, which can be considered part of the Kyoto Protocol statement.

Suggested Citation

  • E G Gomes & M P E Lins, 2008. "Modelling undesirable outputs with zero sum gains data envelopment analysis models," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(5), pages 616-623, May.
    • Handle: RePEc:pal:jorsoc:v:59:y:2008:i:5:d:10.1057_palgrave.jors.2602384
    DOI: 10.1057/palgrave.jors.2602384
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