Page 85 - CMA Journal (Nov-Dec 2025)
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             Stage 1 – 12-Month ECL                            How Companies Determine PD, LGD,
                Expected Credit Loss  =  PD (stage 1)  X  LGD  X EAD and Loss Rates
                (Low PD & LGD)
                                                               Factors include:
             Stage 2 – Lifetime ECL
                                                                 Historical default data
                Expected Credit Loss  =  PD (stage 2)  X  LGD  X EAD
                (High PD & LGD)                                  Customer behaviour patterns

             Includes forward-looking economic adjustments.
                                                                 Market conditions (GDP, inflation, currency

             Stage 3 – Credit Impaired                            devaluation)
             Expected Credit Loss  =  PD (stage 3)  X  LGD  X EAD
                                                                 Forward-looking macroeconomic assumptions
             (discounted)
                                                                 Industry-specific risk experience
             ECL = Carrying Amount — PV (Expected Cash Flows)
             (High PD & LGD)                                   Conclusion
             Includes forward-looking economic adjustments.
                                                               The Expected Credit
             The rate of discount should be the effective interest rate.  Loss  (ECL)  model
                                                               under IFRS 9 is a big
             Requirements:
                                                               improvement in how
                –  Cash flow forecasting                       companies    identify
                – Discounting                                  credit risk. Instead of
                                                               waiting for a loss to
                – Professional judgment
                                                               happen, ECL uses a
             Simplified Approach for Trade Receivables         forward-looking method to estimate possible losses in
             Used for customers and routine receivables.       advance. This makes financial statements more reliable
                                                               and helps businesses manage risk better.
             Aging Method
                1.  Prepare an aging schedule                  As companies apply this model, they need strong data,
                                                               better risk-management processes, and good analysis
                2.  Assign loss rates to each bucket
                                                               tools. In the end, ECL is more than just an accounting
                3.  Multiply balance × loss rate               rule—it helps organizations stay prepared, protect their
                                                               financial health, and make better decisions in a changing
             Example
                                                               economic environment.
                 Aging       Balance    Loss Rate     ECL
                                                                About the Author: Syed Adnan Hussain Shah is a seasoned
               0–30 days     2,000,000      1%       20,000     finance professional with 22 years of vast industry experience. His
                                                                expertise spans Financial Services, including Pensions and Asset
              31–60 days     1,200,000      5%       60,000
                                                                Management, Microfinance and SME lending, and Insurance
              61–90 days     800,000       10%       80,000     Services. He is an FCMA from the Institute of Cost & Management
                                                                Accountants of Pakistan and holds an Advance Diploma in
                90+ days     500,000       50%       250,000    Management Accounting from CIMA.
                Total ECL                            410,000

                                                             ICMA’s Chartered Management Accountant, Nov-Dec 2025  83
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