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研究生: 黃妍渝
HUANG, YEN-YU
論文名稱: 財務獲利與ESG實踐之兩階段效率分析:以臺灣金融機構為例
A Two-Stage Efficiency Analysis of Financial Profitability and ESG Practices: Evidence from Taiwan’s Financial Institutions
指導教授: 林泰宇
Lin, Tai-Yu
許經明
Shiu, Jing-Ming
學位類別: 碩士
Master
系所名稱: 管理學院 - 企業管理學系
Department of Business Administration
論文出版年: 2026
畢業學年度: 114
語文別: 中文
論文頁數: 90
中文關鍵詞: 資料包絡分析法(DEA)動態兩階段 SBM 模型利潤效率永續效率金融機構
外文關鍵詞: Data Envelopment Analysis (DEA), Dynamic Two-Stage SBM Model, Profit Efficiency, Sustainability Efficiency, Financial Institutions
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  • 在全球淨零轉型的浪潮下,金融機構營運策略已轉向兼顧ESG的永續發展框架。如何在維持核心獲利之餘,將資源有效配置於永續實踐,已成挑戰。過去探討銀行績效之研究多將營運視為單一「黑箱」,難以釐清內部資源的轉換邏輯;且傳統理論多假設大型金控體系具備規模經濟優勢,但在面對需高度決策彈性與跨部門整合的ESG轉型時,大即是美的假設是否依然成立,仍存在實證缺口。
    本研究以2020至2024年間台灣18家金融機構為研究對象,採用資料包絡分析法(DEA)中之動態兩階段模型(Dynamic Two-Stage SBM-DEA),將營運流程拆解為「利潤與市場價值階段」與「永續階段」,分別評估其效率表現,藉此識別資源轉化邏輯,並比較不同組織型態與規模對整體效率之影響。
    實證結果顯示,台灣金融業在利潤與市場價值階段的效率普遍優於永續階段,反映多數機構雖具備穩健獲利能力,但在將永續投入轉化為實質產出時,仍面臨資源閒置或轉換瓶頸。進一步分群發現,獨立銀行在兩階段的平均轉換效率皆優於大型金控體系。此發現顛覆了傳統規模經濟迷思,證實大型金控推動ESG時,易受限於層層簽核與溝通成本,陷入規模不經濟;反觀獨立銀行則能憑藉較佳的決策彈性與資源整合優勢,更有效地落實永續轉型。
    本研究建構了整合財務與永續績效之動態評估框架,補足現有文獻不足。大型金控應優化內部決策機制、精簡流程以提升轉換力;主管機關設計永續評鑑與監理機制時,則應考量機構的規模差異,採取分級化監理,引導金融業由規模競爭轉向效率競爭,以達成金融體系之真實永續與韌性。

    Under the global net-zero trend, allocating resources to ESG while maintaining core profits is a major challenge for financial institutions. Past studies often viewed bank operations as a "black box," obscuring resource conversion logic. Also, traditional theories assume large financial holding companies (FHCs) enjoy economies of scale. However, since ESG transformation requires high decision-making flexibility, whether "bigger is better" still holds remains an empirical gap.
    This study analyzes 18 Taiwanese financial institutions from 2020 to 2024. Using the Dynamic Two-Stage SBM-DEA model, divide operations into a "Profitability Stage" and a "Sustainability Stage" to identify the resource conversion logic and compare how different organization types affect overall efficiency.
    Results show that efficiency in the profitability stage is generally better than in the sustainability stage. While most banks make steady profits, they still face bottlenecks when turning ESG inputs into real outputs. Further grouping shows that independent banks outperform large FHCs in both stages, challenging the traditional myth of economies of scale. It proves that when promoting ESG, large FHCs are limited by complex approval systems and high coordination costs, leading to "diseconomies of scale." In contrast, independent banks implement sustainable transformation more efficiently due to better flexibility.
    Large FHCs should optimize decision-making and simplify management processes to improve conversion efficiency. When designing ESG evaluations, authorities should consider the size differences of banks and apply tiered supervision. This will guide the industry to shift from scale competition to efficiency competition.

    摘要ii 致謝vii 目錄viii 第一章 緒論1 第一節 研究背景與動機1 第二節 研究目的3 第三節 研究架構5 第二章 文獻回顧7 第一節 資料包絡分析法於銀行經營效率之應用7 第二節 ESG表現與銀行資源轉換效率之關聯9 第三章 研究方法15 第一節 資料包絡分析法15 第二節Dynamic Two-Stage SBM model16 第三節 投入與產出指標18 第四章 資料說明與實證結果分析20 第一節 研究樣本、模型架構與變數定義20 第二節 敘述統計分析23 第三節 實證結果分析30 第五章 結論與建議69 第一節 研究結論69 第二節 研究限制與未來方向71 第三節 實務建議73 參考文獻76

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