A mathematical model for dynamic efficiency using data envelopment analysis

Ali Emrouznejad*, Emmanuel Thanassoulis

*Corresponding author for this work

Research output: Contribution to journalArticle

Abstract

In this paper we propose a data envelopment analysis (DEA) based method for assessing the comparative efficiencies of units operating production processes where input-output levels are inter-temporally dependent. One cause of inter-temporal dependence between input and output levels is capital stock which influences output levels over many production periods. Such units cannot be assessed by traditional or 'static' DEA which assumes input-output correspondences are contemporaneous in the sense that the output levels observed in a time period are the product solely of the input levels observed during that same period. The method developed in the paper overcomes the problem of inter-temporal input-output dependence by using input-output 'paths' mapped out by operating units over time as the basis of assessing them. As an application we compare the results of the dynamic and static model for a set of UK universities. The paper is suggested that dynamic model capture the efficiency better than static model. © 2003 Elsevier Inc. All rights reserved.

Original languageEnglish
Pages (from-to)363-378
Number of pages16
JournalApplied Mathematics and Computation
Volume160
Issue number2
DOIs
Publication statusPublished - 14 Jan 2005

Fingerprint

Data envelopment analysis
Data Envelopment Analysis
Mathematical Model
Mathematical models
Output
Dynamic models
Unit
Dynamic Model
Correspondence
Path
Dependent
Model

Keywords

  • data envelopment analysis
  • dynamic efficiency
  • higher education
  • performance measurement

Cite this

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A mathematical model for dynamic efficiency using data envelopment analysis. / Emrouznejad, Ali; Thanassoulis, Emmanuel.

In: Applied Mathematics and Computation, Vol. 160, No. 2, 14.01.2005, p. 363-378.

Research output: Contribution to journalArticle

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