中国商业银行信用风险计量与管理研究

Wenyang Li
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摘要

本综合研究报告探讨了中国商业银行部门在信用风险计量和管理方面的复杂情况,这是保持中国新兴金融体系弹性和稳定性的关键组成部分。随着中国经济不断融入全球市场,中国银行业面临着不断升级的信用风险挑战,需要先进有效的管理策略。本文批判性地研究了现有的信用风险测量方法,包括传统方法和利用大数据和人工智能的现代创新方法,评估了它们在中国的适用性和效率。此外,我们还深入研究了中国商业银行在管理信贷风险方面所采用的多方面策略,重点关注监管框架、技术进步和风险管理最佳实践的整合。通过有条不紊的文献综述和对中国知名银行的案例研究,本研究确定了信贷风险管理的主要趋势、挑战和机遇。我们对当前实践的有效性进行了评估,并提出了一系列旨在增强信贷风险管理系统稳健性的战略建议。这些建议包括采用更全面的方法进行风险评估,利用技术预测和降低风险,以及培养风险意识和合规文化。
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Research on Credit Risk Measurement and Management of Commercial Banks in China
This comprehensive study explores the sophisticated landscape of credit risk measurement and management within the commercial banking sector of China, a critical component in maintaining the resilience and stability of its burgeoning financial system. As China's economy continues to integrate with the global market, its banking sector faces escalating credit risk challenges, necessitating advanced and effective management strategies. This paper critically examines the existing methodologies for measuring credit risk, including both traditional approaches and modern innovations that leverage big data and artificial intelligence, assessing their applicability and efficiency in the Chinese context. Moreover, we delve into the multifaceted strategies employed by Chinese commercial banks to manage credit risk, focusing on the integration of regulatory frameworks, technological advancements, and best practices in risk management. Through a methodical review of literature and case studies of prominent Chinese banks, this study identifies key trends, challenges, and opportunities in credit risk management. We evaluate the effectiveness of current practices and propose a set of strategic recommendations aimed at enhancing the robustness of credit risk management systems. These include adopting a more holistic approach to risk assessment, leveraging technology to predict and mitigate risk, and fostering a culture of risk awareness and compliance.
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