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http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/95189
標題: | 臺灣銀行業氣候風險壓力測試評估:中小企業氣候風險辨識之挑戰 Assessing Climate Risk Stress Testing in Taiwan’s Banking Sector: Challenges for Identifying Climate Risks in Small and Medium Enterprises |
作者: | 黃霆罡 Ting Kang Huang |
指導教授: | 堯里昂 Leon van Jaarsveldt |
關鍵字: | n/a, Climate stress testing,SMEs (small and medium-sized enterprises),Taiwan banking sector,Climate risk assessment,TCFD reports,Text-mining,Risk management, |
出版年 : | 2024 |
學位: | 碩士 |
摘要: | This study explores the challenges faced by banks in Taiwan when conducting climate stress testing for their small and medium-sized enterprises (SMEs) loan portfolios.As climate change increasingly impacts economic stability, banks must integrate climate risk assessments into their financial practices.However, SMEs' unique characteristics and vulnerabilities pose significant obstacles in this process.The study utilizes text mining techniques to analyze 30 Task Force on Climate-related Financial Disclosures (TCFD) reports from Taiwan's banking sector.Key findings highlight that banks often need to pay more attention to critical climate risks following international standards or experiences while neglecting Taiwan's unique geographical location, climate, and industrial characteristics.This discrepancy indicates a need for more comprehensive risk identification and management strategies.Also, through the text mining process across 30 reports, the research identifies gaps in current practices and suggests improvements.Banks must enhance their climate risk assessment frameworks to support SMEs better, incorporating a more comprehensive range of potential climate impacts and ensuring more accurate stress testing.The findings emphasize the importance of developing robust climate risk management tools and frameworks tailored to the specific needs of SMEs.By addressing these challenges, regulators and banks can improve their resilience to climate-related risks and contribute to a more sustainable financial system. This study explores the challenges faced by banks in Taiwan when conducting climate stress testing for their small and medium-sized enterprises (SMEs) loan portfolios.As climate change increasingly impacts economic stability, banks must integrate climate risk assessments into their financial practices.However, SMEs' unique characteristics and vulnerabilities pose significant obstacles in this process.The study utilizes text mining techniques to analyze 30 Task Force on Climate-related Financial Disclosures (TCFD) reports from Taiwan's banking sector.Key findings highlight that banks often need to pay more attention to critical climate risks following international standards or experiences while neglecting Taiwan's unique geographical location, climate, and industrial characteristics.This discrepancy indicates a need for more comprehensive risk identification and management strategies.Also, through the text mining process across 30 reports, the research identifies gaps in current practices and suggests improvements.Banks must enhance their climate risk assessment frameworks to support SMEs better, incorporating a more comprehensive range of potential climate impacts and ensuring more accurate stress testing.The findings emphasize the importance of developing robust climate risk management tools and frameworks tailored to the specific needs of SMEs.By addressing these challenges, regulators and banks can improve their resilience to climate-related risks and contribute to a more sustainable financial system. |
URI: | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/95189 |
DOI: | 10.6342/NTU202401589 |
全文授權: | 未授權 |
顯示於系所單位: | 管理學院企業管理專班(Global MBA) |
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檔案 | 大小 | 格式 | |
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ntu-112-2.pdf 目前未授權公開取用 | 1.84 MB | Adobe PDF |
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