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研究生: 李翊琴
Lee Yi Chin
論文名稱: 人力資本對企業經營效率之影響與跨產業之比較分析—共同邊界法與階層化Tobit迴歸之應用
指導教授: 邱皓政
Chiou, Haw-Jeng
學位類別: 碩士
Master
系所名稱: 全球經營與策略研究所
Graduate Institute of Global Business and Strategy
論文出版年: 2012
畢業學年度: 100
語文別: 中文
論文頁數: 75
中文關鍵詞: 人力資本共同邊界法資料包絡分析法Tobit迴歸
英文關鍵詞: Human capital, Data envelopment analysis, Metafrontier analysis, Tobit regression analysis
論文種類: 學術論文
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  • 人力資本對於企業經營之經營效率扮演重要的角色,產業企業經營對於人力資本的依賴程度亦有所不同,本研究嘗試引入生產經濟學之經營效率的分析模式,來探討不同產業環境條件對於經營效率、人力資本對於經營效率、以及不同產業之人力資本對於經營效率的影響程度,期待對於人力資本在企業經營的角色提出更豐富的發現。
    本研究運用生產函數的概念進行跨產業之比較分析,以兩階段的方式進行研究分析,於第一階段研究選取薪資費用、員工人數、固定資產共三項為投入項,以營業收入淨額和市值共兩項為產出項,運用資料包絡分析法(DEA)規劃出不同產業的生產邊界得到其組別邊界效率,再利用共同邊界分析法,以得到一條包含所有產業的生產邊界之共同邊界效率,並求得其技術缺口。另外,於第二階段研究則運用Tobit迴歸分析來研究人力資本與企業其他環境變數對於效率結果的影響分析,以給予不同產業之企業的改善方向建議,以及探討人力資本之重要性議題。
    研究結果為不同人力資本變項對於經營效率值的影響不同,而其中以員工平均年資與員工平均教育年數為較佳的研究變數,產業環境對於經營效率值具有顯著差異,而同時考慮產業類別與人力資本交互作用下,得到各產業人力資本變數之影響程度不一致的結果,最後研究跨產業人力資本對於經營效率之影響,結果得知相對於不同產業類別,人力資本變數之影響不同。

    The relationship between human capital and organizational performance is one of important issues in the human resource management. This study tries to bring the production economics analysis model into human resource management area, exploreing the affect of industries and human capital conditions to operating efficiency.
    In this study, data selected from six different industries in Taiwan was used to compare which industry’s human capital indicators were able to significantly predict operating efficiency. The industries are semiconductor, optoelectronics, biotechnology, plastic, textile and electrical machine industry. A content analysis was first applied to review the annual reports of public listed companies from the year 2006 to 2010. We use two stage methods to analysis. In first stage, data envelopment analysis (DEA) was used to examine the optimum efficiency of companies of different industries.Then, Meta-Frontier analysis was used to predict all industies’ companys optimum efficiency. In second stage, Tobit regression analysis was used to test the validities of the human capital and the industries impact on operating efficiency.
    The final results of this study indicate that different human capital variables have impact on the operating efficiency differences, and different industries also have different impact on the operating efficiency. Furthermore, different industries have different effects of human capital variables to operating efficiency.

    摘要 1 第一章 緒論 8 第一節 研究背景與研究動機 8 第二節 研究目的 10 第三節 研究流程 12 第四節 名詞定義 13 第二章 文獻探討 14 第一節 人力資本文獻回顧 14 第二節 績效與效率 18 第三節 人力資本與企業經營效率 21 第三章 效率衡量與分析 24 第一節 資料包絡分析法 24 第二節 共同邊界法 28 第三節 Tobit迴歸 31 第四章 研究方法 32 第一節 研究對象與資料來源 32 第二節 研究變數 35 第三節 樣本資料描述 38 第四節 效率分析結果 42 第五章 實證分析結果 48 第一節 研究變數敘述統計 48 第二節 人力資本之Tobit迴歸分析 52 第三節 跨產業人力資本之Tobit迴歸分析 56 第六章 結論與建議 63 第一節 討論與結論 63 第二節 研究意涵與建議 67 第三節 研究限制與未來研究建議 69 參考資料 70

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