Credit Risk Trinity: The Power of Provisioning, Loss Forecasting, and ECL (Part 1)
Kayode Abel
Global Leader in Credit Risk & Decision Science | Scaling Lending Operations Across Emerging Markets | Data-Driven Innovator in Credit Solutions.
Financial institutions navigate a complex world of risk, with credit risk being a constant concern. Three key concepts work in tandem to manage this risk effectively: provisioning, loss forecasting, and the Expected Credit Loss (ECL) movement. Let's untangle how they're related and how the Future unfolds with IFRS 9.
1. Provisioning: Setting Aside for Rainy Days
Traditionally, provisioning involved estimating potential loan losses only after a borrower showed signs of distress (the incurred loss approach). This approach often led to delayed loss recognition, which impacted a bank's financial health.
2. Loss Forecasting: Anticipating the Unseen
Loss forecasting takes a more proactive approach. It uses historical data, economic indicators, and borrower-specific information to predict potential losses throughout a loan's life.
3. The ECL Movement: A Shift in Perspective
The ECL movement, championed by IFRS 9, revolutionized credit risk management. Financial institutions must recognize credit losses as soon as they are probable, not just when incurred. This forward-looking approach provides a more accurate picture of a bank's financial health.
The Intertwined Dance
Provisioning now leverages loss forecasts based on ECL models. These models consider factors like:
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By factoring in these elements, provisioning becomes more proactive and reflects a more realistic picture of potential losses.
IFRS 9: Shaping the Future of Credit Risk Management
IFRS 9's implementation has significantly impacted credit risk management. Here's how it will continue to play a role:
In Conclusion
Provisioning, loss forecasting, and the ECL movement are the cornerstones of effective credit risk management. By embracing these concepts and staying compliant with IFRS 9, financial institutions can build a more resilient future, safeguarding themselves and the economic system as a whole.
Credit Portfolio & Regulatory Reporting
8 个月IFRS 9 has really assisted with stability of financial organisations. Incurred loss was reactive while Expected loss is proactive.
Risk Manager / Credit Risk Expert/ Portfolio Manager at Addosser Finance Ltd
8 个月Well said
Managing Director, QuickCheck NG
8 个月Kayode Abel Very apt!