Efficiency measurement for hierarchical network systems

研究成果: Article同行評審

23 引文 斯高帕斯(Scopus)

摘要

The conventional data envelopment analysis (DEA) models for measuring the relative efficiency of a set of decision making units (DMUs), without considering the operations of the component processes, often produce misleading results, and network models have thus been recommended. This paper discusses the development of a network DEA model for systems with a hierarchical structure. It is shown that the hierarchical structure is equivalent to a parallel structure, with the components being the units at the bottom of the hierarchy. Due to the characteristics of a parallel system, the efficiency of a hierarchical system is thus a weighted average of those of the units at the bottom of the hierarchy. A hypothetic example shows that the proposed model is able to distinguish the order of the efficient DMUs evaluated by the conventional DEA model. Moreover, it provides the efficiencies of the functions of the DMU, which enables managers to identify areas of weakness, and thus better focus efforts to improve overall performance.

原文English
頁(從 - 到)121-127
頁數7
期刊Omega (United Kingdom)
51
DOIs
出版狀態Published - 2015 三月 1

All Science Journal Classification (ASJC) codes

  • 策略與管理
  • 管理科學與經營研究
  • 資訊系統與管理

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