Definitions of Risk Types and Drivers5 min
This glossary defines principal terms used in risk management and explains their relationships. Financial risk categories include market risk (price and rate movements), credit risk (counterparty default), and liquidity risk (difficulty selling assets without excessive price concession). Non-financial risks include operational risk (failures in people, systems, internal processes, or external events), legal and regulatory risk, accounting and tax risk, model risk (errors from wrong or misused models), tail risk (excess extreme outcomes beyond model assumptions), solvency risk (running out of cash), mortality and longevity risk (dying young or outliving financial resources), and property and casualty risk. Key risk drivers are global and domestic macroeconomic conditions, industry forces, and company-specific factors. Common quantitative risk metrics include probability, standard deviation (volatility), beta (sensitivity to the market), duration (interest-rate sensitivity for fixed income), and derivatives Greeks: delta (first-order sensitivity to underlying), gamma (second-order sensitivity), vega (sensitivity to volatility), and rho (sensitivity to interest rates).

Key Points

  • Financial risks: market, credit, liquidity.
  • Non-financial risks include operational, legal, model, tail, solvency, mortality/longevity.
  • Risk drivers: macroeconomy, industry, company-specific factors.
  • Core metrics: probability, standard deviation, beta, duration, delta/gamma/vega/rho.
Tail Risk, VaR, CVaR, and Extreme Outcomes5 min
Value at risk (VaR) is a tail-size metric described by an amount, a time period, and a probability and represents a minimum extreme loss; conditional VaR (CVaR) is the weighted average of losses that exceed VaR. Stress testing and scenario analysis supplement VaR to evaluate extreme outcomes. Credit risk metrics include probability of default, expected loss given default, credit VaR, and credit spreads or CDS prices that imply default cost. Insurance is risk transfer by pooling diversified risks; deductibles, reinsurance, catastrophe bonds, surety and fidelity bonds are variations.

Key Points

  • VaR specifies currency amount, horizon, and probability and is a minimum-loss tail metric.
  • CVaR measures average loss beyond the VaR threshold.
  • Scenario analysis and stress tests model extreme events.
  • Insurers pool diversifiable risks; reinsurance and catastrophe bonds shift insurer risk.
Derivatives, Risk Shifting, and Insurance Mechanisms5 min
Risk shifting is typically performed with derivatives (forwards, futures, swaps, options) that change the distribution of outcomes; forwards lock in future prices with no up-front payment, while options provide rights for a premium. Risk modification alternatives are avoidance, prevention, acceptance (self-insurance and diversification), transfer (insurance), and shifting (derivatives). Deductibles encourage loss control and reduce small claims. Surety and fidelity bonds are narrow forms of insurance against nonperformance or employee dishonesty. Risk transfer requires weighing premiums and pooling suitability.

Key Points

  • Forwards/futures/swaps are forward commitments; options are contingent claims.
  • Options cost an up-front premium; forwards typically require no up-front cash.
  • Deductibles mix self-insurance with transfer and incentivize loss prevention.
  • Choice among methods depends on cost-benefit and alignment with risk tolerance.
Risk Interactions, Governance, and Measurement Limits5 min
Risk interactions (for example wrong-way risk, where credit risk increases when market exposure rises) often produce nonlinear effects that make combined exposures worse than the sum of parts; systemic risk arises when failures propagate across institutions and markets. Governance concepts include setting risk tolerance, allocating risk via risk budgeting, maintaining a risk infrastructure (people, systems, analytics), and using committees and chief risk officers to align risk exposures with enterprise objectives. Measurement limitations arise from rare events, model risk, and the difficulty of predicting regulatory, legal or accounting changes. Good practice emphasizes measuring, monitoring, and choosing appropriate mitigation methods by weighing costs versus benefits and ensuring alignment with the enterprise risk appetite.

Key Points

  • Risk interactions are common and typically non-linear (combined risk > sum of parts).
  • Wrong-way risk and systemic risk amplify losses in crises.
  • Risk governance: set tolerance, budget risk, build infrastructure, and report risks.
  • Measurement has limits: rare events, model risk, and uncertain regulatory changes.

Questions

Question 1

Which definition best describes market risk?

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Question 2

Which item is the best description of liquidity risk as used in the chapter?

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Question 3

Which of the following is an example of operational risk?

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Question 4

Model risk is best described as which of the following?

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Question 5

Tail risk refers to which of the following?

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Question 6

Which metric measures the first-order sensitivity of an option price to a small change in the underlying asset price?

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Question 7

Which of the following best defines Value at Risk (VaR)?

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Question 8

Conditional VaR (CVaR) is best described as:

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Question 9

A firm reports a one-day 5% VaR of 2 million EUR. What does this statement mean?

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Question 10

Which of the following best illustrates wrong-way risk?

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Question 11

Which statement describes systemic risk?

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Question 12

Which of the following is a principal determinant of solvency risk for an organization?

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Question 13

Which of these best characterizes the function of a deductible in an insurance policy?

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Question 14

Which of the following best explains reinsurance?

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Question 15

Which derivative measure reflects the sensitivity of an option's delta to changes in the underlying price?

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Question 16

An investor measures their equity volatility as the standard deviation of monthly returns. Which limitation of standard deviation is highlighted in the chapter?

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Question 17

Which of the following is an illustration of risk shifting rather than risk transfer?

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Question 18

Which of the following is NOT a Greek commonly used to measure option risk?

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Question 19

An investor holds a diversified equity portfolio and is evaluating unsystematic risk. According to the chapter, which statement is most accurate?

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Question 20

Which of the following best captures the role of CDS (credit default swap) prices in credit analysis?

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Question 21

Which method is described as self-insurance in organizational risk management?

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Question 22

Which term best describes the use of derivatives to change a firm's payoff distribution, potentially sacrificing some upside to limit downside?

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Question 23

Which of the following is a correct example of stress testing or scenario analysis?

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Question 24

Which statement best describes diversification as a risk-management technique?

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Question 25

Which of these is a correct description of a forward commitment?

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Question 26

Which approach is typically preferred for risks that offer little benefit but high potential cost?

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Question 27

Which of the following best captures the relationship between probability and risk as discussed?

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Question 28

In the chapter example, monthly S&P 500 returns between 1950 and 2018 had an average of 0.70% and a standard deviation of 4.10%. The single worst monthly return was -21.76%. According to a normal model, roughly how implausible was that event (as stated)?

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Question 29

Which of the following best summarizes why VaR can be misleading if used alone?

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Question 30

Which of the following best captures the distinction between a forward contract and an option in the chapter?

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Question 31

Which of the following best describes a catastrophe bond (cat bond)?

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Question 32

Which ratio is most directly used to assess a borrower's short-term liquidity in credit analysis?

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Question 33

Which of the following statements concerning risk governance is consistent with the chapter?

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Question 34

What does 'risk tolerance' determine within an organization?

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Question 35

Which risk-management action would a company likely take if it has abundant free cash and wants to minimize the cost of using external insurance?

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Question 36

Which of these is an example of a surety bond as described in the chapter?

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Question 37

Which of the following best describes mortality risk in the context of personal financial planning?

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Question 38

Which of the following is a correct statement about duration?

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Question 39

Which of the following best explains why operational risks are difficult to insure comprehensively?

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Question 40

Which of the following best explains 'risk budget' in enterprise risk management?

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Question 41

Which metric would best capture the risk that a bond's price will fall when interest rates rise?

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Question 42

Which of the following examples from the chapter illustrates an interaction between market risk and credit risk?

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Question 43

Which of the following best describes the 'Greeks' collectively?

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Question 44

Which of the following best captures the chapter's guidance on choosing among risk modification methods?

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Question 45

Which of the following best exemplifies 'risk acceptance' as discussed in the chapter?

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Question 46

Which of the following best explains why rare events pose measurement challenges in credit and operational risk?

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Question 47

Which concept describes the risk that employees, even if honest, can cause costly mistakes through errors?

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Question 48

If an investor hedges 100 percent of a foreign-currency exposure of 40 percent of portfolio value using a forward whose forward premium reduces expected portfolio return by 0.03 percentage points, what is the impact on expected return if the unhedged expected return was 3.9%?

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Question 49

Which of the following best describes a fidelity bond?

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Question 50

Which of the following statements about interactions between risks is most consistent with the chapter?

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