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研究生: 黃望瑀婕
Huang, Wang Yu-Jie
論文名稱: 永續放款、ESG 與信用評等之效率分析:以台灣金融機構為例
Efficiency Analysis of Sustainable Lending, ESG, and Credit Ratings: Evidence from Taiwan’s Financial Institutions
指導教授: 林泰宇
Lin, Tai-Yu
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: 2025
畢業學年度: 113
語文別: 中文
論文頁數: 89
中文關鍵詞: 台灣金融機構資料包絡分析永續放款效率ESG 效率信用評等效率
外文關鍵詞: Taiwanese financial institutions, Data Envelopment Analysis (DEA), sustainable lending efficiency, ESG efficiency, credit rating efficiency
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  • 隨著氣候變遷、社會責任與公司治理等議題日益受到重視,永續金融已逐漸發展為全球金融業的重要趨勢。近年來,台灣政府亦積極推動永續相關政策,使金融機構在資源配置與風險管理中扮演關鍵角色,特別是在永續理念加速制度化的背景下,金融機構能否有效將 ESG 因素納入放款策略,以及其 ESG 表現是否反映於信用評等結果,成為值得深入探討的議題。本研究以 19 家台灣上市金融機構為對象,運用DEA-Modified Dynamic Three-Stage SBM model,整合營運、永續與金融評價三個階段,並引入固定資產作為結轉變量,評估 2020 年至 2023 年間各機構之效率表現與變化。研究結果顯示,多數金融機構在永續放款方面已展現良好效率,此外,實證分析亦發現 ESG 效率與信用評等效率之間存在正向關係,顯示永續實踐有助於提升外部評價,值得注意的是,在 ESG 三大指標的平均效率上,永續金融先行者聯盟的表現反而低於其他金融機構。綜合而言,本研究期盼能為相關當局與金融機構提供參考依據,以促進台灣金融體系在永續發展及評價制度的完善。

    As issues such as climate change, social responsibility, and corporate governance receive growing global attention, sustainable finance has gradually emerged as a key development trend in the financial industry. In recent years, the Taiwanese government has actively implemented sustainability-related policies, positioning financial institutions to play a critical role in resource allocation and risk management. Particularly under the accelerating institutionalization of sustainability principles, whether financial institutions can effectively incorporate ESG factors into their lending strategies and whether ESG considerations are reflected in their credit rating outcomes has become a subject worthy of in-depth investigation.
    This study examines 19 publicly listed financial institutions in Taiwan, employing a DEA-Modified Dynamic Three-Stage SBM model to evaluate performance across three dimensions: operational efficiency, ESG-related performance, and credit rating evaluation. Fixed assets serve as carry-over variables to assess efficiency from 2020 to 2023. The empirical results indicate that most institutions have demonstrated robust efficiency in sustainable lending. Furthermore, a significant positive relationship between ESG efficiency and credit rating performance is observed, suggesting that sustainable practices contribute to improved external evaluations. Notably, the average ESG efficiency of members in the Sustainable Finance Pioneer Alliance is lower than that of other institutions.
    Overall, this study aims to provide actionable insights for regulators and financial institutions, contributing to the advancement of sustainability initiatives and enhancing evaluation frameworks in Taiwan’s financial system.

    第一章 緒論 1 第一節 研究動機 1 第二節 研究目的 5 第三節 研究流程 6 第二章 文獻回顧 7 第一節 ESG 的演進與概念 7 第二節 銀行效率評估方法 8 第三節 ESG 與銀行經營效率之探討 13 第四節 ESG 與信用評等的關聯性 19 第三章 研究方法 25 第一節 資絡包絡分析法 25 第二節 DEA-MODIFIED DYNAMIC THREE-STAGE SBM MODEL 25 第三節 投入及產出效率指標 28 第四章 資料說明與實證結果分析 29 第一節 研究樣本、模型架構與變數定義 29 第二節 資料分析 32 第三節 實證結果分析 37 第五章 結論與建議 69 第一節 實證結論 69 第二節 實務建議 71 第三節 研究限制與未來方向 73 參考文獻 74

    Agranat, V. (2023). Evaluation of Impact of ESG Rating and Environmental Performance Factors on the Level of Credit Risk and Shareholder Expectations of Companies in Carbon-Intensive Industries from BRICS Countries. Journal of Corporate Finance Research / Корпоративные Финансы | ISSN: 2073-0438.
    Alain, D., Fiandrino, S., & Cantino, V. (2017). The Linkage between ESG Performance and Credit Ratings: A Firm-Level Perspective Analysis. International Journal of Business and Management, 12, 53-53.
    Alam, A. W., Banna, H., & Hassan, M. K. (2022). ESG activities and bank efficiency: are Islamic banks better? Journal of Islamic Monetary Economics and Finance, 8(1), 65-88.
    Alamsyah, S. A. L., & Muljo, H. H. (2023). The Effect of ESG Dimensions on Banking Performance: An Empirical Investigation in Asia Pacific. E3S Web of Conferences.
    Alghafes, R., Karim, S., Aliani, K., Qureishi, N., & Alkayed, L. (2024). Influence of key ESG factors on Islamic banks’ financial performance: Evidence from GCC countries. International Review of Economics & Finance, 96, 103629.
    Amara, T., & Benali, W. (2023). Impact of Environmental and Social Governance on Bank Financial Performance: Evidence from Tunisia. Journal of Hunan University Natural Sciences, 50, 198-205.
    An, X., Ding, Y., & Wang, Y. (2023). Green credit and bank risk: Does corporate social responsibility matter? Finance Research Letters, 58, 104349.
    Apergis, N., Poufinas, T., & Antonopoulos, A. (2022). ESG scores and cost of debt. Energy Economics, 112, 106186.
    Azmi, W., Hassan, M. K., Houston, R., & Karim, M. S. (2021). ESG activities and banking performance: International evidence from emerging economies. Journal of International Financial Markets, Institutions and Money, 70, 101277.
    Bătae, O. M., Dragomir, V. D., & Feleagă, L. (2021). The relationship between environmental, social, and financial performance in the banking sector: A European study. Journal of Cleaner Production, 290, 125791.
    Bereskin, F. L., Kim, B., & Oh, F. D. (2015). Do credit rating concerns lead to better corporate governance? Evidence from Korea. Pacific-Basin Finance Journal, 35, 592-608.
    Bhattacharya, S., & Sharma, D. (2019). Do environment, social and governance performance impact credit ratings: a study from India. International Journal of Ethics and Systems, 35(3), 466-484.
    Bissoondoyal-Bheenick, E., Bennett, S., Lehnherr, R., & Zhong, A. (2024). ESG rating disagreement: Implications and aggregation approaches. International Review of Economics & Finance, 96, 103532.
    Buallay, A. (2018). Is sustainability reporting (ESG) associated with performance? Evidence from the European banking sector. Management of Environmental Quality: An International Journal, 30.
    Cao, Q., Zhu, T., & Yu, W. (2024). ESG investment and bank efficiency: Evidence from China. Energy Economics, 133, 107516.
    Chen, S.-L., Wang, D.-n., & Chen, H.-W. (2025). The impact of ESG factors on credit ratings: An empirical study of European banks. International Review of Economics & Finance, 99, 104056.
    Chodnicka-Jaworska, P. (2021). ESG as a Measure of Credit Ratings. Risks, 9(12), 226.
    Cioli, V., Giannozzi, A., Pescatori, L., & Roggi, O. (2023). Are environmental, social and government factors incorporated in the credit ratings? Risk Governance & Control: Financial Markets & Institutions, 13(3).
    Citterio, A., & King, T. (2023). The role of Environmental, Social, and Governance (ESG) in predicting bank financial distress. Finance Research Letters, 51, 103411.
    Cookson, J. A., & Niessner, M. (2020). Why don't we agree? Evidence from a social network of investors. The Journal of Finance, 75(1), 173-228.
    Devalle, A., Fiandrino, S., & Cantino, V. (2017). The Linkage between ESG Performance and Credit Ratings: A Firm-Level Perspective Analysis. International Journal of Biometrics, 12, 53-65.
    Emrouznejad, A., & Yang, G.-l. (2018). A survey and analysis of the first 40 years of scholarly literature in DEA: 1978–2016. Socio-economic planning sciences, 61, 4-8.
    Friede, G., Busch, T., & Bassen, A. (2015). ESG and financial performance: Aggregated evidence from more than 2000 empirical studies. Journal of Sustainable Finance & Investment, 5, 210-233.
    Hentilä, D. (2022). Impact of ESG disclosure on Credit Ratings in the Nordics.
    Hu, M., Zhang, J., & Chao, C. (2019). Regional financial efficiency and its non-linear effects on economic growth in China. International Review of Economics & Finance, 59, 193-206.
    Hu, Y., Jiang, H., & Zhong, Z. (2020). Impact of green credit on industrial structure in China: theoretical mechanism and empirical analysis. Environmental Science and Pollution Research, 27(10), 10506-10519.
    Istaiteyeh, R., Milhem, M. a., & Elsayed, A. (2024). Efficiency Assessment and Determinants of Performance: A Study of Jordan’s Banks Using DEA and Tobit Regression. Economies, 12, 37.
    Khan, I. U., Ali, S., & Khan, H. (2018). Market Concentration, Risk-taking, and Efficiency of Commercial Banks in Pakistan: An Application of the Two-Stage Double Bootstrap DEA. Business & Economic Review, 10, 65-96.
    Lee, J., Lee, K., & Oh, F. D. (2024). Credit ratings and corporate ESG behavior. The Quarterly Review of Economics and Finance, 98, 101938.
    Li, J., Guo, X., Xie, Q., & Sun, X. (2024). Green credit efficiency of commercial banks in China: Evidence from a multi-period leader-follower model with preference. International Review of Financial Analysis, 96, 103604.
    Lien, D., & Wang, L.-H. (2025). ESG peer spillover effect in supply chain: Evidence from Taiwan semiconductor industry. International Review of Economics & Finance, 100, 104082.
    Lv, C., Fan, J., & Lee, C.-C. (2023). Can green credit policies improve corporate green production efficiency? Journal of Cleaner Production, 397, 136573.
    Mahmoudabadi, M. Z., & Emrouznejad, A. (2019). Comprehensive performance evaluation of banking branches: A three-stage slacks-based measure (SBM) data envelopment analysis. International Review of Economics & Finance, 64, 359-376.
    Michalski, L., & Low, R. K. Y. (2024). Determinants of corporate credit ratings: Does ESG matter? International Review of Financial Analysis, 94, 103228.
    Nizam, E., Ng, A., Dewandaru, G., Nagayev, R., & Nkoba, M. A. (2019). The impact of social and environmental sustainability on financial performance: A global analysis of the banking sector. Journal of Multinational Financial Management, 49, 35-53.
    Périco, A. E., Santana, N. B., & Rebelatto, D. A. d. N. (2016). Estimating the efficiency from Brazilian banks: a bootstrapped Data Envelopment Analysis (DEA). Production, 26, 551-561.
    Permadani, F. E., Rahayu, S. A. T., & Putro, T. R. (2022). Efficiency Analysis of Five Conventional Commercial Banks in Indonesia by Examining the Principles of Sustainable Finance. International Journal of Economics Business and Management Research, 6, 172-184.
    Putri, J. A., Sudrajad, O. Y., & Kabir, R. (2023). Evaluating ASEAN and EU Banking Sector Efficiency Using DEA (Data Envelopment Analysis). The Asian Journal of Technology Management, 16(2), 121-135.
    Rahman, F. A., & Nainggolan, Y. A. (2021). The Effect of ESG Rating on Credit Rating.
    Samaniego-Medina, R., & Giráldez-Puig, P. (2022). Do Sustainability Risks Affect Credit Ratings? Evidence from European Banks..
    Shaddady, A., & Alnori, F. (2024). ESG practices and bank efficiency: new evidence from an oil-driven economy. International Journal of Islamic and Middle Eastern Finance and Management, 17(2), 233-251.
    Shakil, M. H., Mahmood, N., Tasnia, M., & Munim, Z. H. (2019). Do environmental, social and governance performance affect the financial performance of banks? A cross-country study of emerging market banks. Management of Environmental Quality: An International Journal, 30(6), 1331-1344.
    Stellner, C., Klein, C., & Zwergel, B. (2015). Corporate social responsibility and Eurozone corporate bonds: The moderating role of country sustainability. Journal of Banking & Finance, 59, 538-549.
    Sun, T., Mirza, N., Umar, M., & Ktaish, F. (2024). When interest rates rise, ESG is still relevant – The case of banking firms. Finance Research Letters, 69, 106128.
    Verma, A., Singh, B., & Kumar, S. (2025). Unveiling the impact of COVID-19 on Small Finance Banks in India: An in-depth econometric analysis. Financial Statistical Journal, 8.
    Viswanathan, H. H. K. K., & Gopinathan, K. N. (2025). A novel Boltzmann probability-based framework for predicting bank credit rating transitions. Physica A: Statistical Mechanics and its Applications, 671, 130681.
    Wang, K., Huang, W., Wu, J., & Liu, Y.-N. (2014). Efficiency measures of the Chinese commercial banking system using an additive two-stage DEA. Omega, 44, 5-20.
    Wijaya, E. (2023). Technical Efficiency Analysis at BUKU 1 Banks in Indonesia Using the Data Envelopment Analysis (DEA) Method Period 2016 – 2017. Jurnal Ilmu Manajemen & Ekonomika, 13, 37.

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