CMA Final · Risk Management in Banking and Insurance
Introduction to Risk Management: formula sheet
Key formulas
- Risk vs uncertainty
- Risk = outcomes known + probabilities measurable; Uncertainty = outcomes or probabilities not measurable
- Use this one-line test whenever a question asks you to distinguish the two.
- Credit risk
- Credit risk = loss from borrower or counterparty default or downgrade
- Trigger words: default, non-payment, NPA, rating downgrade, counterparty.
- Market risk
- Market risk = loss from changes in interest rates, exchange rates, equity and commodity prices
- Trigger words: price fall, mark-to-market loss, rate rise, currency move.
- Liquidity risk
- Liquidity risk = inability to meet obligations as they fall due at reasonable cost
- Two forms: funding liquidity and market liquidity.
- Operational risk
- Operational risk = loss from inadequate or failed processes, people, systems or external events
- Trigger words: fraud, system failure, human error, cyber attack.
- Business risk
- Business risk = loss of earnings from strategy, competition, demand or environment
- Trigger words: market share loss, falling margins, wrong strategy.
- Risk management cycle
- Identify → Measure → Monitor → Control → Report (then repeat)
- Learn the order. Questions often ask you to place an activity in the correct step.
- Expected loss (credit risk measure)
- EL = PD × LGD × EAD
- A common measurement example. PD is probability of default, LGD is loss given default, EAD is exposure at default.
- Risk appetite and limits
- Risk appetite (Board) → Risk limits (management) → Actual exposure (monitored)
- Actual exposure must stay within limits, and limits within appetite.
- Three lines of defence
- 1st line = business owns and manages risk; 2nd line = risk and compliance oversee and challenge; 3rd line = internal audit gives independent assurance
- Learn the role of each line in one phrase: own, oversee, assure.
- Risk capacity, appetite and limits
- Risk limits ≤ Risk appetite ≤ Risk capacity
- Capacity is the maximum the bank can bear. Appetite is what the board chooses to accept, below capacity. Limits are the operating controls that keep the bank within appetite.
- Board and management split
- Board: sets strategy, appetite and policy and oversees; Management: implements and reports
- The board does not run daily risk decisions. It approves and oversees.
- CRO independence
- CRO reports independently of business lines, with access to the board or its risk committee
- Independence is the key point examiners test.
- Capital Adequacy Ratio (CRAR)
- CRAR = (Tier 1 capital + Tier 2 capital) ÷ Risk-weighted assets × 100
- RBI's minimum is 9% for Indian scheduled commercial banks. The Basel minimum is 8%.
- Risk-weighted assets (credit risk)
- RWA = Σ (Exposure × Risk weight)
- Add market-risk and operational-risk RWA to get total RWA. Off-balance sheet items are first converted using credit conversion factors.
- Three pillars of Basel II
- Pillar 1: Minimum capital | Pillar 2: Supervisory review | Pillar 3: Market discipline
- Pillar 2 includes ICAAP; Pillar 3 is disclosure.
- Basel III capital structure
- Total capital = Tier 1 (Common Equity Tier 1 + Additional Tier 1) + Tier 2
- Tier 1 is going-concern capital. Tier 2 is gone-concern capital.
- Basel III minimum ratios under RBI
- CET1 ≥ 5.5% | Tier 1 ≥ 7% | Total capital ≥ 9% | Capital conservation buffer = 2.5% of RWA (in CET1)
- With the buffer, effective CET1 is 8%, Tier 1 is 9.5% and total capital is 11.5%. Check the latest RBI circular if the question gives different figures.
- Leverage ratio
- Leverage ratio = Tier 1 capital ÷ Total exposure (not risk-weighted)
- A non-risk-based backstop. It limits build-up of leverage.
- VaR for a normal return distribution
- VaR = Z × σ × Portfolio value
- Z is 1.645 for 95% and 2.33 for 99% (one-tailed). σ is the standard deviation of returns for the holding period.
- Scaling VaR over time
- N-day VaR = 1-day VaR × √N
- Valid under the square-root-of-time assumption, which needs independent daily returns with constant volatility.
- Gap
- Gap = RSA − RSL
- Calculated for each time bucket. Cumulative gap is the running total.
- Change in NII from gap
- ΔNII = Gap × Δi
- Δi is the rate change for the period. Use the gap of the bucket and adjust for the fraction of the year if the bucket is shorter.
- RAROC
- RAROC = (Revenue − Costs − Expected loss) ÷ Economic capital
- Some texts add the return on capital. Use the definition given in the question.
- Risk-return decision rule
- Accept if RAROC > hurdle rate
- The hurdle rate is usually the cost of equity.
Quick revision
- Risk is the possibility that actual outcomes differ from expected ones, which can mean loss.
- Main banking risks: credit, market, liquidity and operational.
- Credit risk arises when a borrower or counterparty fails to meet obligations.
- Market risk comes from movements in interest rates, exchange rates and prices.
- Liquidity risk is the inability to meet payments as they fall due.
- Operational risk arises from failed processes, people, systems or external events.
- The process runs: identify, measure, control or mitigate, monitor and report.
- The board holds ultimate responsibility for risk oversight.
- Risk culture is how people behave about risk when no one is watching.
- Basel norms set international standards for bank capital and risk management.
- Higher expected return usually comes with higher risk, so compare return against risk taken.
- Every measurement tool has limits, so state the assumption behind any figure.
Common mistakes
- Treating risk and uncertainty as the same thing. Fix: State the test: risk has measurable probabilities, uncertainty does not. Add one example for each.
- Calling a loss from a fall in bond prices credit risk. Fix: If the issuer still pays but the price falls because rates rose, it is market risk. Credit risk needs default or downgrade.
- Mixing up monitoring and control. Fix: Monitoring only tracks and flags a breach. Control is the action taken to bring risk back within limits.
- Treating the process as a one-time line. Fix: State that it is a continuous cycle and show how reports feed back into identification and limits.
- Placing internal audit in the second line. Fix: Compliance and risk are second line. Internal audit is third line because it gives independent assurance on the other two.
- Saying the first line is only the front office or sales team. Fix: The first line is every unit that takes or originates risk and owns its controls, including operations and credit origination.
- Dividing capital by total assets instead of risk-weighted assets. Fix: Always convert each asset to RWA using its risk weight. Only the leverage ratio uses unweighted exposure.
- Mixing up Pillar 2 and Pillar 3. Fix: Pillar 2 is the supervisor reviewing the bank's capital process (supervisory review). Pillar 3 is the bank disclosing information to the market (market discipline).
- Saying VaR is the maximum possible loss Fix: Say it is the loss not expected to be exceeded at the stated confidence level and period. Losses beyond it can occur.
- Scaling VaR by N instead of √N Fix: Multiply 1-day VaR by √N, under the stated assumptions.
Exam tips
- In MCQs, find the cause of loss first and ignore the amount; the amount rarely decides the risk class.
- In case scenarios, one event may fit several risks. Pick the one that started the chain.
- When asked to distinguish risk and uncertainty, write at least three points: measurability, probability, and manageability, with an example.
- For descriptive answers, give a definition, a banking example and a control measure for each risk.
- Keep one-line definitions ready for all five risks; they score quickly.
- Always list the five steps in order, then explain each with a bank example. Marks follow the steps.
- In case questions, tie each step to facts in the case rather than giving generic text.
- For framework questions, include appetite, policy, limits, roles, independent review and culture.