Using a group support system to aid input-output identification in DEA

B Casu, D Shaw, E Thanassoulis

Research output: Contribution to journalArticlepeer-review

Abstract

In data envelopment analysis (DEA), operating units are compared on their outputs relative to their inputs. The identification of an appropriate input-output set is of decisive significance if assessment of the relative performance of the units is not to be biased. This paper reports on a novel approach used for identifying a suitable input-output set for assessing central administrative services at universities. A computer-supported group support system was used with an advisory board to enable the analysts to extract information pertaining to the boundaries of the unit of assessment and the corresponding input-output variables. The approach provides for a more comprehensive and less inhibited discussion of input-output variables to inform the DEA model.
Original languageEnglish
Pages (from-to)1363-1372
Number of pages10
JournalJournal of the Operational Research Society
Volume56
Issue number12
Publication statusPublished - 2005

Keywords

  • LINEAR programming
  • MULTIVARIATE analysis
  • OPERATING companies
  • BOUNDARY element methods
  • DATA envelopment analysis
  • NUMERICAL analysis
  • group support systems
  • performance management
  • efficiency measurement
  • productivity analysis
  • data envelopment analysis

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