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國防管理學報

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篇名 生產力與效率衡量-資料包絡分析法理論與應用
卷期 30:2
並列篇名 Productivity and Efficiency:Data Envelopment Analysis
作者 游明敏李綱
頁次 017-031
關鍵字 績效評估資料包絡分析法網路資料包絡分析法麥式生產力指數技術變遷偏向Performance EvaluationData Envelopment AnalysisNetwork Data Envelopment AnalysisMalmquist Productivity IndexBiased Technology Change
出刊日期 200911

中文摘要

績效評估之目的在於衡量受評估單位(Decision Making Unit, DMU)之營運表現,以 及受評估單位可以改善營運之空間。本文介紹最近廣為應用的績效評估方法-資料包絡 分析法(Data Envelopment Analysis, DEA),針對原理、方法演變、應用技巧加以介紹。 並針對DEA 在運輸生產力與效率的應用,分別列舉鐵路、公路客運,道路維護效率分析 及促進大眾運輸發展方案對公路客運業生產力影響分析等4 篇論文進行介紹。

英文摘要

The literature on the measurement of technical efficiency has grown substantially since Farrell (1957) introduced an index based on the maximum radial reduction in inputs consistent with observed production. Based on Farrell’s work, Charnes et al. (1978) introduced data envelopment analysis (DEA), a linear programming approach to performance evaluation when production is characterized by constant returns to scale. Theoretical contributions have been numerous, including allowing variable returns to scale (Banker et al., 1984). The purposes of this paper are twofold. First, introduction to the theory, method and process for the application of DEA are described. Secondly, three cases in the application of network DEA, multi-activity DEA and Malmquist productivity decomposition to the transportation sector will be illustrated.

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