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研究生:Temuulen Bold
研究生(外文):Temuulen Bold
論文名稱:利用網路資料包絡分析評估蒙古醫院之組織效率
論文名稱(外文):An Efficiency Evaluation of Mongolian Hospitals by Network DEA
指導教授:高韓英高韓英引用關係
指導教授(外文):Han-Ying Kao
學位類別:碩士
校院名稱:國立東華大學
系所名稱:資訊工程學系
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2014
畢業學年度:102
論文頁數:65
中文關鍵詞:網絡數據包絡分析多目標規劃蒙古醫院
外文關鍵詞:networkdata envelopment analysismulti-objective programmingMongolian hospitals
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This study proposes network DEA (Data Envelopment Analysis) models to evaluate the efficiency of Mongolian hospitals. In the proposed multi-objective programming (MOP) model for utilizing the DEA models, the efficiency of each division (within a hospital) and the overall efficiency of a hospital are formulated as different objective functions. Using the fuzzy approach, the overall, as well as the divisional efficiencies can be computed in a cohesive framework. The case study is from the Health Statistics Department of the Government Implementing Agency – Department of Health of Mongolia. The results show that this study obtains satisfactory and discriminating efficiency scores compared with related studies.
This study proposes network DEA (Data Envelopment Analysis) models to evaluate the efficiency of Mongolian hospitals. In the proposed multi-objective programming (MOP) model for utilizing the DEA models, the efficiency of each division (within a hospital) and the overall efficiency of a hospital are formulated as different objective functions. Using the fuzzy approach, the overall, as well as the divisional efficiencies can be computed in a cohesive framework. The case study is from the Health Statistics Department of the Government Implementing Agency – Department of Health of Mongolia. The results show that this study obtains satisfactory and discriminating efficiency scores compared with related studies.
Chapter I Introduction 1
1.1 Research Motivation 1
1.2 Research Purposes 4
1.3 Research Process and Method 5
Chapter II Literature Review 7
2.1 Measuring Efficiency with DEA 7
2.1.1 CCR Model 9
2.1.2 BCC Model 11
2.1.3 Network DEA 13
2.2 Other Methods 16
2.3 Related Studies in Hospital Evaluation 19
Chapter III Proposed Methodologies 22
3.1 Problem 22
3.2 Multi-objective Programming 24
3.3 Data and Sample 27
3.4 Solutions 30
3.4.1 Separate model 30
3.4.2 Black box model 31
3.4.3. Integration model 32
Chapter IV Empirical Results 34
4.1 Software 34
4.1.1 Separate model 35
4.1.2 Black box model 36
4.1.3 Compensatory integration model 38
4.1.4 Non- Compensatory integration model 40
4.2 Results of Efficiency Analysis 45
4.3 Discussion 61
Chapter V Conclusion and Suggestions 62
References 63

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30. C. Kao: “Efficiency decomposition in network data envelopment analysis: A relational model “European Journal of Operational Research, 192 (3) (2009), pp. 949–962
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32. C.M. Chen “A network-DEA model with new efficiency measures to incorporate the dynamic effect in production networks” European Journal of Operational Research, 194 (2009), pp. 687–699

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