Driving excellence in credit risk management practices in commercial lending - an empirical analysis of Indian public sector banks

Renu Arora

International Journal of Business Continuity and Risk Management, 2021, vol. 11, issue 1, 1-24

Abstract: Credit decisions are investment decisions with uncertainty over future cash inflows. The credit/risk managers in banks have to make informed choices based on their risk perceptions about commercial borrowers and manage credit risk at operational, strategic and regulatory levels. This study has investigated the effectiveness of a wide array of credit risk management (CRM) practices of Indian public sector banks through statistical analysis of perceptions of their credit analysts. Based on a systematic and comprehensive review of CRM systems in these banks, the study concluded that the most functional CRM practices are - awareness about other banks' risk management systems, a strong loan appraisal and review mechanism, implementation of know your customer (KYC) norms, multi-tier credit approval process, risk-based appraisals, and controlling wilful defaults by all means. The study also observed that there are many statistically significant different managerial perceptions about several CRM practices and this might be affecting the decision-making and judgment process on loan appraisals, risk scoring, loan reviews and other critical CRM processes and procedures.

Keywords: mid corporates; credit scoring; risk analytics; non-performing loans; NPL; insider loans; wilful defaulters; limits management; skill gap analysis; tacit knowledge; core competency; India. (search for similar items in EconPapers)
Date: 2021
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Persistent link: https://EconPapers.repec.org/RePEc:ids:ijbcrm:v:11:y:2021:i:1:p:1-24

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