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Entrepreneurial decision-
makers and the use of biases
and heuristics
Objectives
• Examine negative biases that can
emerge in entrepreneurs and in
entrepreneurial teams
• Best practices for managing the
representativeness &
overconfidence
Entrepreneurs are more likely to use biases
and heuristics
• Why do entrepreneurs more so than company
managers use:
– personal judgment,
– cognitive mechanisms, and
– subjective opinions?
Benefits of using biases and heuristics?
• Working with incomplete data
• Need to make faster and cheaper decisions
– Less time spent = fewer opportunities missed
– Less money spent = need to efficiently manage limited
financial resources
• Need to take decisive action
– Capitalized on near-term opportunities
– Lessen likelihood of missing opportunities
Minimize the total time through the loop
The Lean Startup, Eric Ries
Example: Software Development
Dangers of using biases and heuristics?
• Hasty decisions
• Incomplete analysis
• Squander resources
• New biases
Negative biases that can emerge in
entrepreneurs and in entrepreneurial teams
• Representativeness
– Decision-making short cut by generalizing about
a person or an event based on only a few
attributes of that person or only a few
observations of similar events
• Overconfidence
– Decision-making bias of over optimism in an
initial solution and slowness to incorporate
additional information about a situation into the
solution because of initial confidence
Why are entrepreneurs subject to
“representativeness” heuristic?
• Not enough resources (time, money, knowledge, etc.)
to systematically collect data
• Not enough resources to analyze data
• Fear is missing opportunities
• Sense of urgency to make a decision
• Passion and belief that the favored outcome
is the likely outcome
• Overestimation of one’s own knowledge
may be necessary to pursue innovative,
uncertain opportunities
• If the entrepreneur is not confident, the
team, investors, etc. will not be confident
Why are entrepreneurs subject to
“overconfidence” bias?
Best practices for managing the
representativeness & overconfidence
• Actively search for information
• Define assumptions
• Consider alternatives
• Estimate the consequences
• Work as a team
• Ask for advice
Customer discovery and validation is central
to the decision to launch the firm.
The Lean Startup, Eric Ries
Summary
• Negative biases can emerge in
entrepreneurs and in entrepreneurial
teams
• Use best practices for managing
representativeness overconfidence
– Customer discovery and validation is
central to the decision to launch the firm

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innovation

  • 1. Entrepreneurial decision- makers and the use of biases and heuristics
  • 2. Objectives • Examine negative biases that can emerge in entrepreneurs and in entrepreneurial teams • Best practices for managing the representativeness & overconfidence
  • 3. Entrepreneurs are more likely to use biases and heuristics • Why do entrepreneurs more so than company managers use: – personal judgment, – cognitive mechanisms, and – subjective opinions?
  • 4. Benefits of using biases and heuristics? • Working with incomplete data • Need to make faster and cheaper decisions – Less time spent = fewer opportunities missed – Less money spent = need to efficiently manage limited financial resources • Need to take decisive action – Capitalized on near-term opportunities – Lessen likelihood of missing opportunities
  • 5. Minimize the total time through the loop The Lean Startup, Eric Ries
  • 7. Dangers of using biases and heuristics? • Hasty decisions • Incomplete analysis • Squander resources • New biases
  • 8. Negative biases that can emerge in entrepreneurs and in entrepreneurial teams • Representativeness – Decision-making short cut by generalizing about a person or an event based on only a few attributes of that person or only a few observations of similar events • Overconfidence – Decision-making bias of over optimism in an initial solution and slowness to incorporate additional information about a situation into the solution because of initial confidence
  • 9. Why are entrepreneurs subject to “representativeness” heuristic? • Not enough resources (time, money, knowledge, etc.) to systematically collect data • Not enough resources to analyze data • Fear is missing opportunities • Sense of urgency to make a decision
  • 10. • Passion and belief that the favored outcome is the likely outcome • Overestimation of one’s own knowledge may be necessary to pursue innovative, uncertain opportunities • If the entrepreneur is not confident, the team, investors, etc. will not be confident Why are entrepreneurs subject to “overconfidence” bias?
  • 11. Best practices for managing the representativeness & overconfidence • Actively search for information • Define assumptions • Consider alternatives • Estimate the consequences • Work as a team • Ask for advice
  • 12.
  • 13. Customer discovery and validation is central to the decision to launch the firm. The Lean Startup, Eric Ries
  • 14. Summary • Negative biases can emerge in entrepreneurs and in entrepreneurial teams • Use best practices for managing representativeness overconfidence – Customer discovery and validation is central to the decision to launch the firm
  翻译: