Credit Quality and Credit Risk: A Rigorous Walkthrough

Richa Verma Bajaj, Soumya Gupta
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Abstract

This article provides an insight into the quality of credit portfolio of banks for the period from 2007–2008 to 2020–2021. The objective is to study the transition of public sector and private sector banks in India from standardised approach (SA) to internal rating-based (IRB) approach of credit risk. The overall structure of the article gives clear insight into why it is important for the banks to improve credit portfolio quality, considering default and recovery risk estimates, which in turn affect the returns of the bank. The study concludes that there is a need to improve credit quality of banks in India with a focus on small banks in public sector and large banks in private sector, as these banks are saddled with high defaults. Low rate of recovery in small banks in public sector and private sector adds to credit loss severity and high risk weights for the banks in IRB regime. However, the recent merger of the public sector banks, considering asset quality concerns, is still an unanswered question. JEL Codes: G010, G210, G320, G330
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信用质量和信用风险:严谨的演练
本文深入分析了 2007-2008 年至 2020-2021 年期间银行信贷组合的质量。目的是研究印度公共部门和私营部门银行从信用风险标准化方法(SA)向基于内部评级方法(IRB)的过渡。文章的整体结构清晰地揭示了银行提高信贷组合质量的重要性,同时考虑到违约和回收风险估计,这反过来又会影响银行的收益。研究得出结论,有必要提高印度银行的信贷质量,重点是公共部门的小型银行和私营部门的大型银行,因为这些银行的违约率很高。公共部门和私营部门小型银行的低回收率加剧了信贷损失的严重性,使银行在《内部审计准则》制度下的风险权重增加。然而,考虑到资产质量问题,近期公共部门银行的合并仍是一个悬而未决的问题。JEL Codes:G010, G210, G320, G330
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