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研究生: 李冠頤
Guan-Yi Li
論文名稱: 台灣製造業與服務業獲利性及市場性效率之研究-資料包絡分析法的應用
The Research of Profitability and Marketability Efficiency between Manufacturing and Service Industries in Taiwan-The Application of Data Envelopment Analysis
指導教授: 徐中琦
Jon-chi Shyu
口試委員: 劉邦典
none
梁榮輝
none
學位類別: 碩士
Master
系所名稱: 管理學院 - 財務金融研究所
Graduate Institute of Finance
論文出版年: 2009
畢業學年度: 97
語文別: 中文
論文頁數: 133
中文關鍵詞: 麥氏生產力指數市場性獲利性資料包絡分析法
外文關鍵詞: Malmquist, Marketability, Profitability, Data Envelopment Analysis
相關次數: 點閱:342下載:8
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  • 本研究以台灣前1000大製造業和前500大服務業為對象,並將其分別區分成24和18個產業分類,透過資料包絡分析法進行獲利效率、市場效率和整體效率之分析。並利用市場淨值比、市場風險及企業規模將製造業與服務業分為兩類進行討論。最後,擬以動態麥氏生產力指數分析法衡量2000∼2007年跨期純粹技術效率變動、規模效率變動、生產技術變動和總生產力變動情形。
    實證結果發現:(1)不同規模報酬假設下,製造業獲利面、市場面、整體面效率皆較服務業差。(2)大部分製造業和服務業無論在獲利面或市場面上皆無法達到效率狀態,但兩產業在獲利面效率表現皆較市場面佳。(3)造成無效率因素包含了純粹技術無效率和規模無效率。(4)大部分產業在擴大規模後有助於效率提升。(5)製造業獲利面效率不同市場淨值比群組皆優於市場面效率;服務業獲利面效率大部分期間是高市場淨值比群組較佳,市場面效率兩群組無顯著差異。(6)製造業獲利面效率高市場風險群組不如低市場風險群組,而市場面則兩群組效率差異不顯著;服務業獲利面與市場面效率高低市場風險群組無顯著差異。(7)製造業獲利面及市場面效率大小規模群組差異皆不顯著;服務業獲利面及市場面效率大小規模群組差異亦不顯著。(8)2000∼2007年大部分產業皆呈現總生產力提升現象。(9)大部分製造業和服務業純粹技術效率提升且生產技術進步,顯示大多數產業經營方針正確,生產技術隨時間進步,促使總生產力提升。


    This study takes the Taiwan first 1000 big manufacturing enterprises and the first 500 big service enterprises as objects, and we differentiates them separately into 24 and 18 industrial classification, then we make use of Data Envelopment Analysis methodology to measure the profitability efficiency, the marketability efficiency, and the overall efficiency. In addition, we attempt to use P/B ratio, market risk and enterprise scale to divide the manufacturing enterprises and service enterprises into two groups to discuss deeply. Finally, we take the dynamic Malmquist productivity index methodology to analyze pure technical efficiency change, scale efficiency change, technical change, and total factor productivity change during 2000~2007.
    Empirical results generated from this study discover (1) Under different return to scale, the manufacturing industries are worse than service industries among the profitability efficiency, the marketability efficiency, and the overall efficiency. (2) Both major part of manufacturing industries and service industries are unable to achieve profitability efficiency and marketability efficiency, but both manufacturing industries and service industries are better in profitability efficiency than marketability efficiency. (3) Factors which leads to inefficiency includes the pure technical inefficiency and the scale inefficiency. (4) Most industries promote their efficiency after expanding scale. (5) Different P/B ratio groups have better profitability efficiency than marketability efficiency in manufacturing industries. Most periods there is higher profitability efficiency in service industries, but no apparent differences between two groups in marketability efficiency. (6) For manufacturing industries, higher market risk group is inferior to lower market risk group in profitability efficiency, but there are no apparent differences between two groups in marketability efficiency. For service industries, there are no apparent differences between higher or lower market risk groups in profitability and marketability efficiency. (7) There are no remarkable differences between biger or smaller size groups in profitability and marketability efficiency in manufacturing industries. For service industries, there is the same condition as in manufacturing industries. (8) Most of industries display the total productivity increasing during 2000~2007. (9) Most manufacturing industries and service industries promote pure technical efficiency and technical change, it demonstrates the policies of most industries are correct. The production technology is progressive along with the time, it urges the total factor productivity to promote.

    目錄 第一章、 緒論 4 第一節、 研究背景與動機 4 第二節、 研究目的 8 第三節、 研究步驟 9 第二章、 文獻探討 10 第一節、 不同績效評估方法比較 10 第二節、 不同績效評估方法之相關文獻 14 第三節、 運用資料包絡分析績效評估方法之文獻 17 第三章、 研究方法 34 第一節、 資料包絡分析法 34 第二節、 CCR模式 35 第三節、 BCC模式 37 第四節、 MALMQUIST生產力指數 39 第四章、 研究設計 42 第一節、 研究對象與資料來源 42 第二節、 變數之選定與說明 43 第五章、 實證結果分析 56 第一節、 DEA 效率分析 56 第二節、 製造業與服務業三要素分析 90 第三節、 跨期生產力分析 106 第六章、 結論與建議 114 第一節、 結論 114 第二節、 研究限制 120 第三節、 建議 121 參考文獻 123

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