Decision Making and Risk


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Seminar in Decision-Making and Risk

  • Partha Krishnamurthy
  • University of Houston

Goals for the Seminar

    • Lower the microscope on how decisions are made.
    • Increase conscious decision-making.
    • Increase sensitivity to the various facets of the decision-making process.

What is a Decision?

  • Your thoughts on key characteristics of decisions.
  • What makes a decision, a decision?

Elements of Decision-making

  • Question of decision options
  • Question of outcomes for the options
  • Question of preferences for the outcomes
  • Question of decision rule
    • Decisions about the decision-making process

Core of Decision Making: Logic of Consequence*

  • Choice process is consequential and preference-based
    • Consequential
      • Choice of option is based on likely consequences.
    • Preference-based
      • Consequences are evaluated based on personal preferences.
  • *Source: March and Heath, 1994

The Process of Decision-making

  • The process of:
    • Recognizing decisions, and courses of action.
    • Gathering information for each course of action.
    • Combining information to form overall impressions of each course of action.

Decision Making and Risk

  • No risk, no decision, right?
  • Risk in decision making
    • Options
      • A choice between stocks versus bonds.
    • Preference for consequence
      • Maximize short-term market share or profit to maximize share-holder wealth?
  • Suppose you had to choose between a powerful-but-heavy laptop versus a less powerful but ultra-light laptop,
    • Is there risk here?
    • Is this a decision?
  • Where is risk in this decision?

Perspectives on Decision Making

  • Normative
      • How decisions should be made, i.e., what makes for a good versus bad decision.
  • Descriptive
      • How decisions are made.
  • Prescriptive
      • What decision making process should be interfered with to make the optimal decision.

What Makes for a Good Decision?

Mutual Fund Choice

  • Suppose, an investment advisor gives you the following two options to invest in:
    • Fund A: 7.8% with volatility of about ± 0.6%
    • Fund B: 11.7% with volatility of about ± 8%
    • Which Fund will you choose?
  • What does this mean for decision-making?
      • In the end, it is a matter of preferences.
      • We can only judge whether the decision process in the light of the preferences.

Coin Toss

  • Two biased coins.
  • You can choose the coin, and the call. If you call correctly, you get 100,000 tax free, 0 otherwise.
  • You choose coin B, and call “heads” and it lands “tails” up.
  • How good was your decision to choose coin B?
  • Clearly Wrong 1---2---3---4---5---6---7 Clearly Right
  • Coin A: p(heads) = .45
  • Coin B: p(heads) = .55

Product Development

  • A small business has to choose between two technologies, A or B, to incorporate in the planned new product development and launch.
  • Based on all information, technology A has a 52% chance of success and B has 48%.
  • If they choose the correct technology platform, they will get net after tax profit of 7.5m for the year, and nothing if they fail.
  • They choose technology A, and the product fails, and a competitor chooses technology B, and their product succeeds.
  • How good was the decision to choose technology A?
  • Clearly Wrong 1---2---3---4---5---6---7 Clearly Right
  • Source: Russo and Schoemaker, Winning Decisions

What was your response?

  • Coin toss?
    • Why?
  • Product launch?
    • Why?

What Influences Decision Outcomes

  • Decision
  • Outcome
  • Chance
  • Executing the Decision
  • Source: Russo and Schoemaker, Winning Decisions
  • Good outcomes do not imply good processes, nor do good processes guarantee good outcomes.
  • Good processes give the best odds of good outcomes.

Job Profiles

  • Imagine that you are looking to make choices on whether to apply for an on-campus job.
  • Companies vary on the following dimensions:
    • Location:
        • Very Large Metro
        • Metro
        • Small Metro
    • Compensation
    • Career Path
        • Accelerated
        • Industry Standard

Job Preference Questionnaire

  • For the attributes of location, compensation, and career path….
  • Please indicate much importance did you assess to each of them?
      • Complete questionnaire 1, put you ID number, return it.
  • Complete questionnaire 2, put your ID number, return it.

Session 1 – Take-aways

  • Decision making is based on consequentiality and preference.
  • Risk and decision-making go hand-in-hand.
  • Good decision-making involves good decision process more than outcome.

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