Credit Risk Trinity: The Power of Provisioning, Loss Forecasting, and ECL (Part 1)

Credit Risk Trinity: The Power of Provisioning, Loss Forecasting, and ECL (Part 1)

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:

  • Probability of Default (PD): The likelihood of a borrower failing to repay the loan.
  • Loss Given Default (LGD): Loss severity if a default occurs.
  • Exposure at Default (EAD): The outstanding loan amount at the time of default.

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:

  • Enhanced Transparency: Detailed disclosures on ECL calculations and risk assessments foster greater transparency for investors and regulators.
  • Improved Capital Management: Early recognition of losses allows banks to allocate capital more effectively, ensuring financial stability.
  • Proactive Risk Mitigation: ECL's forward-looking nature encourages banks to identify and address potential risks before they materialize.

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.


Ekundayo Awe

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.

Ajiboye Raphael Taiwo MNIM, ACIB (In view)

Risk Manager / Credit Risk Expert/ Portfolio Manager at Addosser Finance Ltd

8 个月

Well said

Oluwadamilare Oladele, FCIB

Managing Director, QuickCheck NG

8 个月

Kayode Abel Very apt!

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