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Page 1
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ERM Definition
RIMS
A strategic business discipline that supports the achievement
of an organization’s objectives by addressing the full spectrum
of its risks and managing the combined impact of those risks
as an interrelated risk portfolio.
Page 2
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Traditional Risk Management Department
Page 3
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ERM Governance Model
Page 4
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Classifications of Risk
Page 5
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Risk Quadrants
Page 6
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RIMS Risk Maturity Model
Uses 5 maturity levels based on CMM applied
to 7 attributes:
• Adoption of ERM-based approach
• ERM process management
• Risk appetite management
• Root cause discipline
• Uncovering risks
• Performance management
• Business resiliency and sustainability
Page 7
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Enterprise Risk Management
Framework and Process
Page 8
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Framework and Process
Page 9
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ISO 31000 Framework and Process
Source: ISO
31000:2009
Page 10
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COSO ERM
Source: COSO – Enterprise Risk Management – Integrated Framework
Page 11
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SWOT Analysis Table
Page 12
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Key Performance Indicators
A key performance indicator (KPI) measures progress
toward an organization’s goals, provides an
attainable standard for a specific activity, and gives
the focus or direction the activity is to take.
Page 13
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Purpose of Key Risk Indicators (KRIs)
Effective KRIs provide objective, quantifiable
information about emerging risks and trends in existing
risks that can affect an organization’s success. A KRI can
reveal an upward trend in the level of a risk that, if it
continues, will exceed the designated risk threshold for
that risk.
Page 14
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Internal Control and Risk Management
Internal control – a system or process that an
organization uses to achieve its operational goals,
internal and external financial reporting goals, or
legal and regulatory compliance goals.
Page 15
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COSO Internal Control Framework
Source: COSO Internal Control – Integrated Framework
Page 16
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Three Lines of Defense Model
Source: FERMA/ECIIA
Page 17
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Risk Treatment Techniques
Page 18
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Risk Modeling
Page 19
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Influence Diagrams and Probabilities
GEV Industries hires inexperienced and experienced
workers to operate simple and complex machines.
Accident rates vary by worker experience and
complexity of machine.
GEV would like to estimate accident rates if it (a)
assigns workers randomly to machines or (b) assigns
workers to machines based on experience.
Page 20
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Influence Diagram
Worker
Experience
Accident
Rate
? Machine
Complexity
Cost of
Risk
Worker assignment to machines
Page 21
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Simple
machines
Complex
machines
Inexperienced
workers
Experienced
workers
40 160 60 140
Machine and Worker Data
Inexp. worker (30%) Exp. Worker (70%)
Simple machine (20%) 6% 14%
Complex machine (80%) 24% 56%
Random Worker Assignments Probabilities
Accident Conditional Probability
Inexperienced Experienced
Simple Machine 5% 0%
Complex Machine 40% 10%
Page 22
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Inexp. worker Exp. worker
Simple machine .3% 0.0%
Complex machine 9.6% 5.6%
Accident Conditional Probability
Accident Probability
Inexperienced Experienced
Simple Machine 5% 0%
Complex Machine 40% 10%
Inexp. worker (30%) Exp. Worker (70%)
Simple machine (20%) 6% 14%
Complex machine (80%) 24% 56%
Random Worker Assignments Probabilities
Total accident probability = 15.5%
Page 23
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Inexp. worker Exp. worker
Simple machine 1% 0%
Complex machine 4% 7%
Accident Conditional Probability
Accident Probability
Inexperienced Experienced
Simple Machine 5% 0%
Complex Machine 40% 10%
Inexp. worker (30%) Exp. Worker (70%)
Simple machine (20%) 20% 0%
Complex machine (80%) 10% 70%
Worker Assignments by Experience
Total accident probability = 12%
Page 24
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Twenty percent of PDQ Transport’s trucks have advanced
safety equipment and 80% do not. Thirty of PDQ’s drivers are
inexperienced and 90 are experienced. Assuming drivers are
assigned randomly to trucks, what is the probability that an
inexperienced driver is assigned to a truck without advanced
safety equipment?
A: 18%
B: 20%
C: 24%
D: 60%
Page 25
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Value at Risk (VaR)
Page 26
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A $500,000, 2 percent VaR means losses are
expected to be
A: $10,000.
B: less than $500,000 2 percent of the time.
C: $490,000.
D: greater than $500,000 2 percent of the time.
Page 27
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Market Value Surplus (MVS)
Page 28
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Economic Capital
Page 29
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Market Value Surplus Example
Autumn Assurance Group has assets at fair value of $100
million. The present value of Autumn’s liabilities is $85
million. The market value margin is $5 million. Using
probability models, Autumn determines that its VaR is $8
million because it expects to incur an $8 million or greater
loss of capital at a .5 percent probability over a one-year
period.
1. What is Autumn’s MVS?
2. What is Autumn’s economic capital?
3. Does Autumn have excess capital or a deficiency in
capital?
Page 30
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Questions?
Page 31
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Evolution of Risk Management
Insurance
Management
Risk
Management
Enterprise Risk
Management
Page 32
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ERM Value Proposition
• Identify key risks
• Employ risk-based decision making
• Improve internal control
• Improve risk governance
• Comply with legal and regulatory
requirements
Page 33
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Solvency I and II (Insurance Cos)
Solvency I
• Early 1970s
• Focused on capital
adequacy
Solvency II
• 3 pillars
• 1 – Risk-based capital
• 2 – Risk management and
governance
• 3 – Transparent reporting
• Includes an own risk and
solvency assessment (ORSA)
Page 34
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Basel II and III (Banks)
Basel II
• Issued in 2004
• Minimum capital
requirements using weights
for different types of credit
risk
Basel III
• Response to the Great
Recession
• Operational risk added
• Risk management
framework
• Board of directors role
(approve framework, risk
appetite, governance)
Page 35
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ERM Process Model
Page 36
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Risk Identification Tools – Risk Register
Event
ID
Risk
Scenario
Likelihoo
d
Impact Risk Level Risk
Treatment
(present)
Proposed
improvement
action
Next
Review
Date
1
Loss of
personal
computer
3 1
None None Remove
from list
2
Damage to
reputation
2 4
Review policy Implement … 2 months
3
Loss of
state
funding 3 5
None •Increase
lobbying
•Step up
giving
campaign
1 month
….
Public University
Page 37
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Risk IdenficationTools - Risk Map
2
1
3 1
2
3
Loss of a personal computer
Damage to reputation
Loss of state funding
Public University
Page 38
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Inherent and Residual Risk
Inherent
Treat
Residual
Treat
Optimum
Page 39
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A risk map showing a large difference between
inherent and residual risk indicates that the
A: current risk treatment is ineffective.
B: risk does not need to be treated.
C: current risk treatment is effective.
D: risk exceeds the organization’s risk tolerance.
Page 40
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Decision Tree
Page 41
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Earnings at Risk
Page 42
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Earnings at risk of $200,000 with 90 percent
confidence are projected to be
A: $180,000.
B: less than $200,000 10 percent of the time.
C: $200,000 90 percent of the time.
D: greater than $200,000 10 percent of the
time.
Page 43
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Risk Management Environment and Culture
Page 44
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Risk Centers and Owners
Risk center – unit within an organization at
which level a risk (or risks) is most effectively
managed
Risk owner – individual accountable for
identification, assessment, treatment, and
monitoring of risks in a specific environment
Page 45
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Advantages of Risk Centers
Reduces the scope of risk analysis
Allows for the involvement of operational
managers
Helps focus on the organization’s strategic goals
and operational objectives
Ensures that risks are managed at the most
appropriate level in the organization
Page 46
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Risk Attitude
Risk Avoiding Risk Seeking
Risk
Optimizing

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ERM Process and Framework Overview

  • 1. Page 1 Recording of this session via any media type is strictly prohibited. ERM Definition RIMS A strategic business discipline that supports the achievement of an organization’s objectives by addressing the full spectrum of its risks and managing the combined impact of those risks as an interrelated risk portfolio.
  • 2. Page 2 Recording of this session via any media type is strictly prohibited. Traditional Risk Management Department
  • 3. Page 3 Recording of this session via any media type is strictly prohibited. ERM Governance Model
  • 4. Page 4 Recording of this session via any media type is strictly prohibited. Classifications of Risk
  • 5. Page 5 Recording of this session via any media type is strictly prohibited. Risk Quadrants
  • 6. Page 6 Recording of this session via any media type is strictly prohibited. RIMS Risk Maturity Model Uses 5 maturity levels based on CMM applied to 7 attributes: • Adoption of ERM-based approach • ERM process management • Risk appetite management • Root cause discipline • Uncovering risks • Performance management • Business resiliency and sustainability
  • 7. Page 7 Recording of this session via any media type is strictly prohibited. Enterprise Risk Management Framework and Process
  • 8. Page 8 Recording of this session via any media type is strictly prohibited. Framework and Process
  • 9. Page 9 Recording of this session via any media type is strictly prohibited. ISO 31000 Framework and Process Source: ISO 31000:2009
  • 10. Page 10 Recording of this session via any media type is strictly prohibited. COSO ERM Source: COSO – Enterprise Risk Management – Integrated Framework
  • 11. Page 11 Recording of this session via any media type is strictly prohibited. SWOT Analysis Table
  • 12. Page 12 Recording of this session via any media type is strictly prohibited. Key Performance Indicators A key performance indicator (KPI) measures progress toward an organization’s goals, provides an attainable standard for a specific activity, and gives the focus or direction the activity is to take.
  • 13. Page 13 Recording of this session via any media type is strictly prohibited. Purpose of Key Risk Indicators (KRIs) Effective KRIs provide objective, quantifiable information about emerging risks and trends in existing risks that can affect an organization’s success. A KRI can reveal an upward trend in the level of a risk that, if it continues, will exceed the designated risk threshold for that risk.
  • 14. Page 14 Recording of this session via any media type is strictly prohibited. Internal Control and Risk Management Internal control – a system or process that an organization uses to achieve its operational goals, internal and external financial reporting goals, or legal and regulatory compliance goals.
  • 15. Page 15 Recording of this session via any media type is strictly prohibited. COSO Internal Control Framework Source: COSO Internal Control – Integrated Framework
  • 16. Page 16 Recording of this session via any media type is strictly prohibited. Three Lines of Defense Model Source: FERMA/ECIIA
  • 17. Page 17 Recording of this session via any media type is strictly prohibited. Risk Treatment Techniques
  • 18. Page 18 Recording of this session via any media type is strictly prohibited. Risk Modeling
  • 19. Page 19 Recording of this session via any media type is strictly prohibited. Influence Diagrams and Probabilities GEV Industries hires inexperienced and experienced workers to operate simple and complex machines. Accident rates vary by worker experience and complexity of machine. GEV would like to estimate accident rates if it (a) assigns workers randomly to machines or (b) assigns workers to machines based on experience.
  • 20. Page 20 Recording of this session via any media type is strictly prohibited. Influence Diagram Worker Experience Accident Rate ? Machine Complexity Cost of Risk Worker assignment to machines
  • 21. Page 21 Recording of this session via any media type is strictly prohibited. Simple machines Complex machines Inexperienced workers Experienced workers 40 160 60 140 Machine and Worker Data Inexp. worker (30%) Exp. Worker (70%) Simple machine (20%) 6% 14% Complex machine (80%) 24% 56% Random Worker Assignments Probabilities Accident Conditional Probability Inexperienced Experienced Simple Machine 5% 0% Complex Machine 40% 10%
  • 22. Page 22 Recording of this session via any media type is strictly prohibited. Inexp. worker Exp. worker Simple machine .3% 0.0% Complex machine 9.6% 5.6% Accident Conditional Probability Accident Probability Inexperienced Experienced Simple Machine 5% 0% Complex Machine 40% 10% Inexp. worker (30%) Exp. Worker (70%) Simple machine (20%) 6% 14% Complex machine (80%) 24% 56% Random Worker Assignments Probabilities Total accident probability = 15.5%
  • 23. Page 23 Recording of this session via any media type is strictly prohibited. Inexp. worker Exp. worker Simple machine 1% 0% Complex machine 4% 7% Accident Conditional Probability Accident Probability Inexperienced Experienced Simple Machine 5% 0% Complex Machine 40% 10% Inexp. worker (30%) Exp. Worker (70%) Simple machine (20%) 20% 0% Complex machine (80%) 10% 70% Worker Assignments by Experience Total accident probability = 12%
  • 24. Page 24 Recording of this session via any media type is strictly prohibited. Twenty percent of PDQ Transport’s trucks have advanced safety equipment and 80% do not. Thirty of PDQ’s drivers are inexperienced and 90 are experienced. Assuming drivers are assigned randomly to trucks, what is the probability that an inexperienced driver is assigned to a truck without advanced safety equipment? A: 18% B: 20% C: 24% D: 60%
  • 25. Page 25 Recording of this session via any media type is strictly prohibited. Value at Risk (VaR)
  • 26. Page 26 Recording of this session via any media type is strictly prohibited. A $500,000, 2 percent VaR means losses are expected to be A: $10,000. B: less than $500,000 2 percent of the time. C: $490,000. D: greater than $500,000 2 percent of the time.
  • 27. Page 27 Recording of this session via any media type is strictly prohibited. Market Value Surplus (MVS)
  • 28. Page 28 Recording of this session via any media type is strictly prohibited. Economic Capital
  • 29. Page 29 Recording of this session via any media type is strictly prohibited. Market Value Surplus Example Autumn Assurance Group has assets at fair value of $100 million. The present value of Autumn’s liabilities is $85 million. The market value margin is $5 million. Using probability models, Autumn determines that its VaR is $8 million because it expects to incur an $8 million or greater loss of capital at a .5 percent probability over a one-year period. 1. What is Autumn’s MVS? 2. What is Autumn’s economic capital? 3. Does Autumn have excess capital or a deficiency in capital?
  • 30. Page 30 Recording of this session via any media type is strictly prohibited. Questions?
  • 31. Page 31 Recording of this session via any media type is strictly prohibited. Evolution of Risk Management Insurance Management Risk Management Enterprise Risk Management
  • 32. Page 32 Recording of this session via any media type is strictly prohibited. ERM Value Proposition • Identify key risks • Employ risk-based decision making • Improve internal control • Improve risk governance • Comply with legal and regulatory requirements
  • 33. Page 33 Recording of this session via any media type is strictly prohibited. Solvency I and II (Insurance Cos) Solvency I • Early 1970s • Focused on capital adequacy Solvency II • 3 pillars • 1 – Risk-based capital • 2 – Risk management and governance • 3 – Transparent reporting • Includes an own risk and solvency assessment (ORSA)
  • 34. Page 34 Recording of this session via any media type is strictly prohibited. Basel II and III (Banks) Basel II • Issued in 2004 • Minimum capital requirements using weights for different types of credit risk Basel III • Response to the Great Recession • Operational risk added • Risk management framework • Board of directors role (approve framework, risk appetite, governance)
  • 35. Page 35 Recording of this session via any media type is strictly prohibited. ERM Process Model
  • 36. Page 36 Recording of this session via any media type is strictly prohibited. Risk Identification Tools – Risk Register Event ID Risk Scenario Likelihoo d Impact Risk Level Risk Treatment (present) Proposed improvement action Next Review Date 1 Loss of personal computer 3 1 None None Remove from list 2 Damage to reputation 2 4 Review policy Implement … 2 months 3 Loss of state funding 3 5 None •Increase lobbying •Step up giving campaign 1 month …. Public University
  • 37. Page 37 Recording of this session via any media type is strictly prohibited. Risk IdenficationTools - Risk Map 2 1 3 1 2 3 Loss of a personal computer Damage to reputation Loss of state funding Public University
  • 38. Page 38 Recording of this session via any media type is strictly prohibited. Inherent and Residual Risk Inherent Treat Residual Treat Optimum
  • 39. Page 39 Recording of this session via any media type is strictly prohibited. A risk map showing a large difference between inherent and residual risk indicates that the A: current risk treatment is ineffective. B: risk does not need to be treated. C: current risk treatment is effective. D: risk exceeds the organization’s risk tolerance.
  • 40. Page 40 Recording of this session via any media type is strictly prohibited. Decision Tree
  • 41. Page 41 Recording of this session via any media type is strictly prohibited. Earnings at Risk
  • 42. Page 42 Recording of this session via any media type is strictly prohibited. Earnings at risk of $200,000 with 90 percent confidence are projected to be A: $180,000. B: less than $200,000 10 percent of the time. C: $200,000 90 percent of the time. D: greater than $200,000 10 percent of the time.
  • 43. Page 43 Recording of this session via any media type is strictly prohibited. Risk Management Environment and Culture
  • 44. Page 44 Recording of this session via any media type is strictly prohibited. Risk Centers and Owners Risk center – unit within an organization at which level a risk (or risks) is most effectively managed Risk owner – individual accountable for identification, assessment, treatment, and monitoring of risks in a specific environment
  • 45. Page 45 Recording of this session via any media type is strictly prohibited. Advantages of Risk Centers Reduces the scope of risk analysis Allows for the involvement of operational managers Helps focus on the organization’s strategic goals and operational objectives Ensures that risks are managed at the most appropriate level in the organization
  • 46. Page 46 Recording of this session via any media type is strictly prohibited. Risk Attitude Risk Avoiding Risk Seeking Risk Optimizing

Editor's Notes

  1. p. 1.4 Strategic business discipline/process Support business objectives Full spectrum of risks
  2. p. 1.5 Explain each of the parts
  3. pp. 1.6 Risk committee could be the entire board, subset of the board, or the audit committee CRO relating to other members of the organization. May or may not have insurance responsibility Might have executive risk committee reporting to the board
  4. Page 1.9. Understand definitions; and be able to differentiate between the different types of classifications. Pure: - A chance of loss or no loss, but no chance of gain Speculative – A chance of loss, no loss, or gain Subjective - The perceived amount of risk based on an individual’s or organization’s opinion Objective – The measurable variation in uncertain outcomes based on facts or data. Diversifiable – A risk that affects only some individuals, businesses, or small groups – not highly correlated Nondiversifiable – A risk that affects a large segment of society at the same time, ie, inflation, unemployment, catastrophes – correlated risks.
  5. p. 1.14
  6. See elements of these in the risk management standards and guidelines.
  7. Note how the framework and process interrelate Establish context – (internal and external environments) articulates objectives; defines internal and external parameters that impact risk; sets risk criteria Risk Assessment – identify, analyze, and evaluate risks Treat risks – treat the residual risk
  8. Grew out of internal control Has elements of both a framework and a process Defines risk as negatively affecting objectives, but says an event can have either positive or negative results
  9. p. 7.3
  10. p. 7.10 COSO internal control (1992) defined internal control as a process for providing reasonable assurances that an organization is meeting its objectives. It named risk assessment as an essential element in designing controls, thus aligning internal control with risk management. Also – control environment – degree of importance a board of directors and management place on the organization’s internal control system and their related actions. Explain each of the sides of the cube.
  11. p. 7.8 This is an internal control system that involves risk assessment, control, and mitigation 1st - operational management responsible for assessing, controlling, and mitigating risks and for maintaining effective internal controls 2nd – risk management supports operational management’s implementation of risk management practices. Compliance function monitors compliance risk. Others include health and safety, supply chain, and quality. 3rd – internal audit provides assurance to the board and senior management on organizational effectiveness of risk management and assessment efforts. External auditors – may be considered the fourth line defense as they provide independent assurance that the financial statements provide an accurate assessment of the financial position of the organization.
  12. p. 26 Explain each of the ways to treat critical risks Avoid – example – not undertake an activity Remove – continue activity, but change input Change likelihood and/or consequences – draw a risk map Finance – hedging; insurance Mitigate the risks – assess the gap between current mitigation and potential mitigation
  13. p. 10.18
  14. p. 10.21 Explain influence diagram. High level. Shows decisions, accident rate, cost. Are worker experience and machine complexity independent in terms of their influence on the accident rate is there interaction between them. Apply probabilities.
  15. Go over data. Explain how random worker assignment developed. Explain conditional probability.
  16. Explain how accident probability developed. Total accident probability = 15.5%
  17. Assign based on experience Total accident probability = 12% - reduction Training option could change experience level of the workers.
  18. p. 10.40 Explain probability
  19. p. 11.13 Fair value of assets and liabilities Difficult to determine fair value of insurance liabilities Explain market value margin Explain economic capital Explain excess capital Otherwise called economic capital modeling
  20. p. 11.15 Based on the VaR concept.
  21. Questions MVS = Fair value of assets – (Present value of liabilities + Market value margin) Autumn’s MVS = $100 million – ($85 million + $5 million) = $10 million  Autumn’s economic capital is $8 million. The VaR is $8 million at the threshold determined by Autumn.  Autumn’s MVS of $10 million is larger than its economic capital of $8 million. Therefore, Autumn has excess capital. of $2 million.  
  22. These are only some of the possible goals See p. 1.22 for a more complete list Risk adjusted return on capital Internal controls – risk-based audits; when risk is present and how current controls are working Strategic risk management Risk committees – Dodd Frank
  23. pp. 8.16-8.17 Pillar 1 – can use internal models – risk-based capital - economic capital (we will cover later) Pillar 2 – standards of risk management and governance; ORSA – forward-looking self-assessment of risks Pillar 3 - reporting requirements for more transparency – public solvency and financial condition report
  24. pp. 8.17-8.18
  25. p. 9.3 ISO 31000 uses identification, analysis and evaluation for risk assessment
  26. p. 9.15 Try to think of a better example RIMS adds immediacy and impact on reputation Used to record risks - can be later placed on a risk map List the key risks – usually the top ten – remove loss of personal computer from list Prioritize – so the red one should be on top
  27. p. 9.19 Best for showing the downside of risk Best for independent, uncorrelated risks Also called a heat map – does a good job of capturing uncorrelated risks Explain green, yellow, red in terms of retention, transfer Explain in terms of risk appetite. For a public university Loss of personal computer – moderate, negligible – unless a large number; retain Damage to reputation – unlikely, very high – control in some way Loss of state funding – moderate, extreme – control, modify
  28. p. 9.20 Can show these on a risk map Inherent – current risk (no treatment) Residual - after current treatment Optimum – risk treatment opportunity to further reduce the risk
  29. p. 10.10 Know differences between decision trees and event trees – see chart on p. 10.13
  30. Monte Carlo simulation on factors such as prices, sale, expenses – things that influence earnings. Similar to VaR For example, if earnings at risk are $100,000 with 95 percent confidence, then earnings at risk are projected to be $100,000 or greater 95 percent of the time and less than $100,000 5 percent of the time.
  31. EO is Explain how an organization’s attitude toward risk is influenced by organizational culture. Types of culture: Adaptive Inert Fragmented Must take risk to survive Can have too little or too much risk