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Smart choice, bad consequence. Poor choice, good consequence. Takeaway. Judge decisions under uncertainty by the quality of the process NOT the consequences CIGNA insurance guy. Simplifying uncertainty . To make sense of uncertainty you need to simplify it Do this with “risk profiles”
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Takeaway • Judge decisions under uncertainty by the quality of the process • NOT the consequences • CIGNA insurance guy
Simplifying uncertainty • To make sense of uncertainty you need to simplify it • Do this with “risk profiles” • What are key uncertainties? • What are the possible outcomes? • What are the chances of outcomes? • What are the consequences of them?
Identifying uncertainties • Virtually all decisions involve uncertainty • Most don’t have consequences enough to matter • List uncertainties that significantly influence consequences • Consider them one at a time • When there are many uncertainties, winnow them down to what matters most! • Business party example (attendance/cost)
Define outcomes • How many possible outcomes need to be defined to express each uncertainty? • How can each outcome best be defined? • Assign representative value to things • EX: $25,000 instead of $20,000 to $30,000 • Ensure mutual exclusivity • EX: “Scattered showers vs. rain vs. shine
Assigning chances • Use your judgment • Oddsmakers • Friends with blind dates • Your commute traffic
Assigning chances • Consult existing information • EX: Google traffic maps • Libraries • Research reports • Collect new data • Market research • Telephone survey • Website name launch EX
Assign Chances • Ask experts • There’s someone who probably knows someone who can help you (and will be pleased to help) • Doctor • Lawyer • Accountant • Meteorologist
Assigning Chances • The way you describe the chances is important: • Fairly unlikely vs. 20% • If you’re having trouble getting there, start at the extremes and ask questions!
Decision tree example • Janet’s employee party • Objectives: Fun, Family Involvement, Expense
Decision Tree Example deux! • Karen’s court case
Risking example • Broken Computer! • Attempt repair (free) • Have a dealer fix it (mod to maj $) • Friend fix it (case of beer)