RISK ANALYSIS MBA 3.5 (Fall 17) 1 5th semester GROUP MEMBERS 1. Alvina Hussain 2. Benish Ali 3. Misbah Qayyum 4. Aimon Pervaiz 5. Asad Ali 2 CONTENTS 1. Economic Risk vs Uncertainty 2. Various types of risk 3. Expected Profit of a Project 4. Absolute vs Relative Risk 5. Measure of expected value 6. Managerial Applications 3 Alvina Hussain 4 DEFINITION Event: Occurrence of something . Outcome: Result or consequence of event. Probability: The likelihood of an outcome . Value at Risk: Amount of loss if a negative event happens. 5 IMPORTANCE OF RISK ANALYSIS Risk Analysis helps you understand risk, so that you can manage it, and minimize disruption to your events. Risk Analysis also helps you control risk in a effective way. Risk Analysis helps you identify and manage potential problems that could affect your activity. 6 DEFINITION OF RISK The possibility that something bad or unpleasant (such as an injury or a loss) will happen. OR Risk is made up of two things: the probability of something going wrong, and the negative consequences that will happen if it does. 7 UNCERTAINTY & RISK UNCERTAINTY: Uncertainty: This is a situation wherein the possible outcomes or probability of the outcomes is unknown. It can be described as the chance of occurrence of some event where the probability is not known. 8 CONTINUED Risk Uncertainty: This is a situation wherein all possible outcomes and the probability of occurrence are known , where the outcome of a event, or each set of possible outcomes, can be predicted on the basis of statistical probability. 9 RISK VS. UNCERTAINTY Risk Must make a decision for which the outcome is not known. Can list all possible outcomes & assign probabilities to the outcomes Uncertainty Cannot list all possible outcomes Cannot assign probabilities to the outcomes 10 ECONOMIC RISK VS UNCERTAINTY Economic Risk is the significant change in the economic structure or growth rate that produce a major change in the expected return of an investment. Uncertainty exists because the outcomes of managerial decisions cannot be predicted. 11 POSITIONING UNCERTAINTY & RISK Uncertainty Probabilities and outcomes ( unknown) Risk and Uncertainty Some knowledge of Probabilities and outcomes Risk Probabilities and outcomes (known) 12 Misbah Qayyum 13 RISK CATEGORIES / TYPES OF RISKS 1. Known Unknown 2. Unknown Unknowns Known Unknown: These are the risks whose occurrence is predictable or foreseeable. Either their probability of occurrence (or) their likely effect is known. Unknown Unknowns: These are events whose probabilities of occurrence and effect are not foreseeable by even the most experienced people. 14 TYPES OF RISK MARKET RISK FINANCIAL RISK CREDIT RISK LIQUIDITY RISK RISK OPERATIONAL RISK LEGAL AND REGULATORY RISK BUSINESS RISK STRATEGIC RISK 15 TYPES OF RISK Market Risk – the chance that a portfolio of investments can lose money because of overall swings in financial markets Credit Risk – the chance that another party will fail to abide by its contractual obligations 16 TYPES OF RISK Liquidity Risk – comprises both funding liquidity risk and asset liquidity risk, although these two dimension of liquidity risk are closely related. Funding liquidity risk relates to a firm’s ability to raise the necessary cash to roles over its debt. Asset liquidity risk, often simply called liquidity risk, is the risk that an institution will not be able to execute a transaction at the prevailing market price. 17 TYPES OF RISK Operational Risk – operational risk refers to potential losses resulting from inadequate system, management failure, faulty controls, fraud, and human error. Legal and Regulatory Risk – Legal and regulatory risk arises for a whole variety of reasons and is closely related to reputation risk 18 TYPES OF RISK Business Risk – the chance of loss associated with a given managerial decision; typically a by-product of the unpredictable variation in product demand and cost conditions Strategic Risk: Strategic risk refers to the risk of significant investments for which there is high uncertainty about success and profitability. If the venture is not successful, then the firm’s reputation among investors will be damaged. 19 RISK AND REWARD/RETURNS Greater the risk greater the return. A risk without return is a suicide. Risk can be minimized but cannot be eliminated. Risk can be managed to keep it at lower side. 20 Risk Analysis • • Intended Purpose Identification Risk Estimation Risk Assessment Risk Evaluation • Risk Acceptability Decision Risk Management Risk Control • • • • Options analysis Implementation Residual Risk Evaluation Overall Risk Acceptance Post-production Information • • • • Post-production experience Systemic Procedures Identification of new Hazards Change Control & Feedback Loop 21 Benish Ali 22 RISK ANALYSIS Systematic use of available information to identify hazards and estimate risk. 23 Five Steps of Risk Analysis 24 Step 1—Identify Risks Step 2— Risk Analysis/Assess event to determine levels of risk Step 3—Identify Methods to Manage Risks Step 4—Implement Methods Step 5—Manage and Evaluate 2 Assess Risks 3 Identify Methods to Manage Risks 1 Identify Risks 5 Manage & Evaluate 4 Implement Methods 25 IDENTIFY Step 1: Identify the existing and possible threats that you might face. Look for and identify threats by consulting with members of the organization 26 RISK ANALYSIS It has four elements: Risk Assessment Risk Communication Risk Perception Risk Management 27 RISK ANALYSIS Step 2: Decide who might be harmed and how - consider everyone at the event. Once you've identified the threats you're facing, you need to work out both the likelihood of these threats being realized, and their possible impact. 28 IDENTIFY METHODS TO MANAGE RISKS Step 3: Evaluate the risks arising from threats, and decide whether the existing precautions are adequate, or if more should be done. If something needs to be done, take steps to eliminate or control the risks. 29 Using existing assets - this may involve reusing existing equipment, improving existing methods and systems, changing people's responsibilities, improving accountability and internal controls, and so on. You can also manage risks by adding or changing things. 30 Investing in new resources – Risk Analysis will help you decide whether you need to bring in additional resources to counter the risk. 31 IMPLEMENT METHODS Step 4: Record the findings and state how they can be controlled to prevent harm. Most importantly, organizational members and advisor must be informed about the outcome of the risk assessment, as they will be the ones who will need to take action. 32 MANAGE & EVALUATE RISK It is a process to identify, assess, reduce, accept, and control risks in a systematic, comprehensive and cost effective manner 33 Step 5: Risk evaluation allows you to determine the significance of risks to the event and decide to accept the specific risk or take action to prevent or minimize it. 34 THE RISK MANAGEMENT PROCESS Step 1. Risk Identification Step 2. Assess the Risks Step 3. Control the Risks Step 4. Monitor / Review Control Measures 35 KEY POINTS Risk Analysis is a proven way of identifying and assessing factors that could negatively affect the success of a program. It allows you to examine the risks that you or your organization face, and decide whether or not to move forward with a decision. 36 KEY POINTS You can do a Risk Analysis by identify threats, and by then estimating the likelihood of those threats being realized. Once you've identified the risks you face, you can start looking at ways to manage them effectively. This may include using existing assets, or investing in new resources. 37 Aimon Pervaiz 38 MEASURING RISK PROBABILITY DISTRIBUTIONS Probability Chance that an event will occur Probability Distribution List of all possible events and the probability that each will occur n E ( ) i Pi i 1 Expected Value or Expected Profit 39 EXAMPLE (PROBABILITY) A dice is thrown Probability of 1 = 1/6 or 0.167 Utility Function=Level of satisfaction 40 EXPECTED VALUE The payoffs of all events: x1, x2, …, xN The probability of each event: p1, p2, …, pN Expected value of x: N EV ( x) x1 p1 x2 p 2 ... x N p N xi pi i 1 EV(x) is a weighted-average payoff, where the weights are defined by the probability distribution. 41 EXPECTED VALUE Expected value (or mean) of a probability distribution is: Where Xi is the ith outcome of a decision, pi is the probability of the ith outcome, and n is the total number of possible outcomes 42 EXPECTED VALUE Does not give actual value of the random outcome Indicates “average” value of the outcomes if the risky decision were to be repeated a large number of times 43 RISK MEASUREMENT Absolute Risk: - Measurement: variance, standard deviation - The smaller variance or standard deviation, the lower the absolute risk. Relative Risk - Variation in possible returns compared with the expected payoff amount - Measurement: coefficient of Variation (CV), - The lower the CV, the lower the relative risk. 44 MEASURING RISK PROBABILITY DISTRIBUTIONS An Absolute Measure of Risk: The Standard Deviation n 2 ( X X ) Pi i i 1 Standard deviation is the square root of the variance • The higher the standard deviation, the greater the risk 45 VARIANCE Variance is a measure of absolute risk Measures dispersion of the outcomes about the mean or expected outcome Variance (X) = n 2 ( X X ) Pi i i 1 • The higher the variance, the greater the risk associated with a probability distribution 46 PROBABILITY DISTRIBUTIONS WITH DIFFERENT VARIANCES 15-47 MEASURING RISK PROBABILITY DISTRIBUTIONS Calculation of Expected Profit Project A B State of Probability Outcome Expected () Economy (P) Value Boom 0.25 $600 $150 Normal 0.50 500 250 Recession 0.25 400 100 $500 Expected profit from Project A Boom 0.25 $800 $200 Normal 0.50 500 250 Recession 0.25 200 50 $500 Expected profit from Project B 48 AN ABSOLUTE MEASURE OF RISK: THE STANDARD DEVIATION (600 500) 2 (0.25) (500 500) 2 (0.50) (400 500) 2 (0.25) 5, 000 $70.71 49 COEFFICIENT OF VARIATION When expected values of outcomes differ substantially, managers should measure riskiness of a decision relative to its expected value using the coefficient of variation A measure of relative risk 50 A Relative Measure of Risk: The Coefficient of Variation v Project A 70.71 vA 0.14 500 Project B 212.13 vB 0.42 500 51 DECISION-MAKING UNDER RISK Possible Criteria to consider: - Maximize expected value - Minimize variance or standard deviation - Minimize coefficient of variation 52 MAXIMIZING EXPECTED VALUE Event (State of Economy) P Profit Project A Project B Recession 0.2 $4,000 $0 Normal 0.6 $5,000 $5,000 Boom 0.2 $6,000 $12,000 EV(A)=$5,000 EV(B)=$5,400 Thinking: Which project will you choose based on this criterion? What is ignored using this criterion? 53 MINIMIZING VARIANCE/STANDARD DEVIATION Event (State of Economy) P Profit Project A Project B Recession 0.2 $4,000 $0 Normal 0.6 $5,000 $5,000 Boom 0.2 $6,000 $12,000 =A $632.46 =B $3,826.23 Thinking: Which project will you choose based on this criterion? What is ignored using this criterion? 54 MINIMIZING COEFFICIENT OF VARIATION A B Expected value $5,000 $5,400 Standard deviation $632.46 $3,826.23 Coefficient of Variation 0.2265 0.7086 Think: Which project will you choose based on this criterion? What is ignored? 55 Asad Ali 56 MANAGERIAL RESPONSIBILITIES Risk managers advise organizations on any potential risks to the profitability or existence of the company. They identify and assess threats, put plans in place for if things go wrong and decide how to avoid, reduce or transfer risks. 57 MANAGERIAL RESPONSIBILITIES Risk managers are responsible for managing the risk to the organization, its employees, customers, reputation, assets and interests of stakeholders. They may work in a variety of sectors and may specialize in a number of areas including operational risk, technology risk, and market and credit risk. 58 MANAGER’S ATTITUDE TOWARD RISK Risk averse If faced with two risky decisions with equal expected profits, the less risky decision is chosen. They are characterizes decision makers who seek to avoid or minimize risk. Risk loving Expected profits are equal & the more risky decision is chosen. They characterizes decision makers who prefer risk. 59 MANAGER’S ATTITUDE TOWARD RISK Risk neutral Indifferent between risky decisions that have equal expected profit. They characterizes decision makers who focus on expected returns. 60 RISK ATTITUDE Scenario: A decision maker has two choices, a sure thing and a risky option, and both yield the same expected value. Risk-averse behavior: Decision maker takes the sure thing Risk-neutral behavior: Decision maker is indifferent between the two choices Risk-loving (or seeking) behavior: Decision maker takes the risky option 61 UTILITY THEORY AND RISK ANALYSIS Typically, consumers and investors display risk-averse behavior, especially when substantial sums of money are involved. Risk aversion is the general assumption behind decision models in managerial economics. 62 UTILITY THEORY Risk Averse Must be compensated for taking on risk Diminishing marginal utility of money Risk Neutral Are indifferent to risk Constant marginal utility of money Risk Seeking Prefer to take on risk Increasing marginal utility of money 63 MANAGER’S ATTITUDE TOWARD RISK Can relate to marginal utility of profit Diminishing MUprofit Increasing MUprofit Risk averse Risk loving Constant MUprofit Risk neutral 64 MANAGER’S ATTITUDE TOWARD RISK 15-65 MANAGER’S ATTITUDE TOWARD RISK 15-66 MANAGER’S ATTITUDE TOWARD RISK 15-67 WHICH RULE IS BEST? For a repeated decision, with identical probabilities each time Expected value rule is most reliable to maximizing (expected) profit Average return of a given risky course of action repeated many times approaches the expected value of that action 15-68 WHICH RULE IS BEST? For a one-time decision under risk No repetitions to “average out” a bad outcome No best rule to follow Rules should be used to help analyze & guide decision making process As much art as science 69 70