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ABA Risk Management Forum April 28-30, 2010 Best Practices: Managing Judgment Risk Presented by:   Tyler D. Nunnally Founder & CEO Upside Risk
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[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Presenter Background
    PART I: Judgment Risk Key Risk Factors in the Decision-Making Process
What is Judgment Risk? Risk Probability of  Occurrence Judgment Bias X Severity of  Likely Impact Risk Appetite “ JUDGMENT RISK”
What is Judgment Risk? ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],What is Judgment Risk?
    PART II: Behavioral Economics 101
[object Object],[object Object],[object Object],[object Object],Behavioral Economics 101
The Way People Make Decisions SYSTEM 1 (Intuitive) SYSTEM 2 (Reason) Automatic Spontaneous Unconscious Instinctive “ Gut feel” Thoughtful Controlled Informed Deductive Analytical
Decision-Making Under Risk and Uncertainty Diagnosis:  person scans, appraises and questions available information Assessment:  risk versus rewards analysis made of available options Action:  commitment to chosen course of action Adjustment:  evaluate decision outcomes and adjust accordingly Diagnosis ▼ Assessment ▼   Action ▼ Adjustment
Behavioral Economics in the Mainstream NY Times Business Best Sellers in 2009 PREDICTABLY IRRATIONAL , by Dan Ariely FREAKONOMICS , by Steven D. Levitt and Stephen J. Dubner SWAY , by Ori Brafman and Rom Brafman NUDGE , by Richard H. Thaler and Cass R. Sunstein
“ Perhaps the greatest challenge facing behavioral economics is demonstrating its applicability in the  real world ” Source:  Levitt, Steven and List, John “ Homo  Economicus  Evolves ,”  Science , February 15, pp. 909–10. What the Critics Say…
[object Object],[object Object],[object Object],“ Real World” applications
“ Risk management is a form of engineering: it uses science, but ultimately depends on judgement… The ultimate protection against risk is good judgement and alertness: your own and that of your colleagues”. Source: Risk Management, November 2005
    PART III: Judgment Bias
Probabilities & Statistics: Sample Size Bias Suppose the mean credit score of all senior citizens is 650. You have selected a random group of 50 senior citizens. The first person that you review has a credit score of 800.  What do you think the mean credit score of this group of 50 senior citizens will be? A.  598 B.  650 C.  653 D.  725
Miscalculating Probabilities & Statistics ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Heuristics: Availability Perception of how “risky” something is often determined by how readily examples come to mind from memory.  Bias occurs when probability assumptions become inflated by  recent  events. US AIRLINE INDUSTRY PASSENGER REVENUES 1999-2004   Risk Exposure :  - Overly cautious - Lost opportunities - Falling profits
Behavioral Biases: Confirmation Bias ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Booms and Busts: Subprime Crisis U.S. House Prices: 1988 - 2008 Key Risk Factors :  - Time discounting - Confirmation bias - Herding - Overconfidence
PART IV:   Risk   Appetite
Risk Preferences A person’s level of comfort in taking risk often determines business decisions Risk Preference ↓ Risk Appetite Risk Averse ↓ Risk Avoiding Risk Neutral Risk Prone ↓ Risk Seeking Conservative Decisions Middle of the Road  Decisions Aggressive Decisions
Risk-Taking Behavior Risk-taking  behavior  has a significant bearing on business outcomes ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Risk Appetite Metrics: Sunk Costs You have a significant sum invested in a project to develop a new product. If successfully completed, the project could have a considerable financial impact on your company. However, the project is overdue and over-budget. To complete the project it will now cost double the original projected cost. You must now decide to make the additional investment in order to complete the project, or to terminate it altogether. To complete the project, what  probability of success  would be required before you would make an additional investment?  Please choose one of the following probabilities:  100% 90% 80% 70% 60% 50% 40% 30% 20% 10% 0%
Excessive Risk Appetite and Catastrophic Risk FDIC Troubled Bank List: 2007 – 2009
Risk Aversion and Falling Profits
Prospect Theory ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Risk Domains A persons’ risk propensities are compartmentalized and divided into separate domains RISK DOMAINS Financial Health/ Safety Recreation Ethical Social ,[object Object]
  PART V: Best Practices: Managing Judgment Risk
“ The best  behavioral risk management strategy is to try and arrest problem development earlier in the behavioral stage”. Source: Rudy M. Yandrick, Behavioral Risk Management, 1996
Judgment Risk Indicator: Individual Metrics
Judgment Risk Indicator: Organizational Metrics
Creative Risk Mitigation ,[object Object],[object Object],[object Object],[object Object],[object Object]
Banking Peer Group Risk Appetite Benchmark
Tyler D. Nunnally, Founder & CEO Upside Risk Atlanta, Georgia U.S.A. Phone: +1 (404) 320 6047 Email: tnunnally@upside-risk.com www.Upside-Risk.com

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American Bankers Association Risk Management Forum April 29, 2010 Tyler D. Nunnally, Upside Risk

  • 1. ABA Risk Management Forum April 28-30, 2010 Best Practices: Managing Judgment Risk Presented by: Tyler D. Nunnally Founder & CEO Upside Risk
  • 2.
  • 3.
  • 4. PART I: Judgment Risk Key Risk Factors in the Decision-Making Process
  • 5. What is Judgment Risk? Risk Probability of Occurrence Judgment Bias X Severity of Likely Impact Risk Appetite “ JUDGMENT RISK”
  • 6.
  • 7.
  • 8. PART II: Behavioral Economics 101
  • 9.
  • 10. The Way People Make Decisions SYSTEM 1 (Intuitive) SYSTEM 2 (Reason) Automatic Spontaneous Unconscious Instinctive “ Gut feel” Thoughtful Controlled Informed Deductive Analytical
  • 11. Decision-Making Under Risk and Uncertainty Diagnosis: person scans, appraises and questions available information Assessment: risk versus rewards analysis made of available options Action: commitment to chosen course of action Adjustment: evaluate decision outcomes and adjust accordingly Diagnosis ▼ Assessment ▼ Action ▼ Adjustment
  • 12. Behavioral Economics in the Mainstream NY Times Business Best Sellers in 2009 PREDICTABLY IRRATIONAL , by Dan Ariely FREAKONOMICS , by Steven D. Levitt and Stephen J. Dubner SWAY , by Ori Brafman and Rom Brafman NUDGE , by Richard H. Thaler and Cass R. Sunstein
  • 13. “ Perhaps the greatest challenge facing behavioral economics is demonstrating its applicability in the real world ” Source: Levitt, Steven and List, John “ Homo Economicus Evolves ,” Science , February 15, pp. 909–10. What the Critics Say…
  • 14.
  • 15. “ Risk management is a form of engineering: it uses science, but ultimately depends on judgement… The ultimate protection against risk is good judgement and alertness: your own and that of your colleagues”. Source: Risk Management, November 2005
  • 16. PART III: Judgment Bias
  • 17. Probabilities & Statistics: Sample Size Bias Suppose the mean credit score of all senior citizens is 650. You have selected a random group of 50 senior citizens. The first person that you review has a credit score of 800. What do you think the mean credit score of this group of 50 senior citizens will be? A. 598 B. 650 C. 653 D. 725
  • 18.
  • 19. Heuristics: Availability Perception of how “risky” something is often determined by how readily examples come to mind from memory. Bias occurs when probability assumptions become inflated by recent events. US AIRLINE INDUSTRY PASSENGER REVENUES 1999-2004 Risk Exposure : - Overly cautious - Lost opportunities - Falling profits
  • 20.
  • 21. Booms and Busts: Subprime Crisis U.S. House Prices: 1988 - 2008 Key Risk Factors : - Time discounting - Confirmation bias - Herding - Overconfidence
  • 22. PART IV: Risk Appetite
  • 23. Risk Preferences A person’s level of comfort in taking risk often determines business decisions Risk Preference ↓ Risk Appetite Risk Averse ↓ Risk Avoiding Risk Neutral Risk Prone ↓ Risk Seeking Conservative Decisions Middle of the Road Decisions Aggressive Decisions
  • 24.
  • 25. Risk Appetite Metrics: Sunk Costs You have a significant sum invested in a project to develop a new product. If successfully completed, the project could have a considerable financial impact on your company. However, the project is overdue and over-budget. To complete the project it will now cost double the original projected cost. You must now decide to make the additional investment in order to complete the project, or to terminate it altogether. To complete the project, what probability of success would be required before you would make an additional investment? Please choose one of the following probabilities: 100% 90% 80% 70% 60% 50% 40% 30% 20% 10% 0%
  • 26. Excessive Risk Appetite and Catastrophic Risk FDIC Troubled Bank List: 2007 – 2009
  • 27. Risk Aversion and Falling Profits
  • 28.
  • 29.
  • 30. PART V: Best Practices: Managing Judgment Risk
  • 31. “ The best behavioral risk management strategy is to try and arrest problem development earlier in the behavioral stage”. Source: Rudy M. Yandrick, Behavioral Risk Management, 1996
  • 32. Judgment Risk Indicator: Individual Metrics
  • 33. Judgment Risk Indicator: Organizational Metrics
  • 34.
  • 35. Banking Peer Group Risk Appetite Benchmark
  • 36. Tyler D. Nunnally, Founder & CEO Upside Risk Atlanta, Georgia U.S.A. Phone: +1 (404) 320 6047 Email: tnunnally@upside-risk.com www.Upside-Risk.com