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Questions and Answers

What is meant by 'base rate neglect' in decision making?

  • Considering only recent data when making decisions.
  • Focusing solely on personal experiences rather than statistical data.
  • Relying on complex calculations to every decision.
  • Ignoring the overall likelihood or frequency of an event. (correct)

In the given example regarding births in hospitals, why is Hospital A's sample problematic?

  • People were biased towards the assumption of a 50% chance of being born male. (correct)
  • The sample size is too large to draw conclusions.
  • The majority of births in Hospital A were male, which skews the data interpretation.
  • Hospital A had a statistically significant result despite a small sample size.

What role do heuristics play in decision making according to the content?

  • Heuristics are fast and often effective solutions but can lead to biases. (correct)
  • Heuristics are only useful in mathematical and statistical contexts.
  • They eliminate the influence of emotions in decision making.
  • They provide slow and complex solutions to enhance decision accuracy.

Which of the following is an example of a nudge?

<p>Placing healthy foods in prominent areas within a store. (A)</p> Signup and view all the answers

How can biases in decision making be understood according to the provided content?

<p>With models like prospect theory or by examining heuristics. (C)</p> Signup and view all the answers

What defines a decision-making situation?

<p>Alternatives that are mutually exclusive, with future consequences. (B)</p> Signup and view all the answers

In normative approaches, what does expected value (EV) compute?

<p>The average outcome of a decision given various probabilities. (D)</p> Signup and view all the answers

What phenomenon describes people being risk averse in the domain of gains?

<p>They prefer lower but guaranteed rewards over higher-risk options. (C)</p> Signup and view all the answers

What is a common characteristic of the representativeness heuristic?

<p>It results in individuals basing decisions on stereotypes or similarities to known categories. (A)</p> Signup and view all the answers

Which type of decision-making is characterized by biases arising from simplified thinking?

<p>Prescriptive approaches. (B)</p> Signup and view all the answers

What does the availability heuristic rely on?

<p>The probability of an event based on how easily examples come to mind. (A)</p> Signup and view all the answers

What type of choice reflects risk-seeking behavior in decision-making?

<p>Opting for a gamble that offers a higher reward despite a lower probability. (A)</p> Signup and view all the answers

What is commonly misunderstood about decision-making in the presence of heuristics?

<p>Heuristics may lead to systematic errors in judgment. (D)</p> Signup and view all the answers

What is the concept of misjudging a sequence as more 'random' called?

<p>The gambler's fallacy (C)</p> Signup and view all the answers

Which statement illustrates base rate neglect?

<p>Thinking Tom is more likely to be a graduate student in Computer Science based on his description rather than actual data. (D)</p> Signup and view all the answers

Based on the conjunction fallacy, how did subjects rank Linda's likelihood of being a bank teller and an active feminist compared to being just a bank teller?

<p>More likely as bank teller and feminist (D)</p> Signup and view all the answers

What common misconception is evident when people believe the outcomes of events are 'due'?

<p>Gambler’s fallacy (B)</p> Signup and view all the answers

In the example about Tom, what percentage of subjects believed he was more likely to be in Computer Science?

<p>95% (A)</p> Signup and view all the answers

Which of the following best describes the conjunction fallacy?

<p>Assuming that specific information increases likelihood over general information. (D)</p> Signup and view all the answers

Which of these describes an example of the representativeness heuristic?

<p>Judging Tom's likelihood of studying humanities solely on his personality description. (A)</p> Signup and view all the answers

Why do people fall for base rate neglect in decision-making?

<p>They tend to focus on specific instances instead of overall data. (B)</p> Signup and view all the answers

What is the likelihood of rolling five 1s in a row compared to rolling six mixed numbers?

<p>More likely than rolling six mixed numbers (B)</p> Signup and view all the answers

What principle explains why some people believe certain outcomes seem more random than others?

<p>The Representativeness Heuristic (C)</p> Signup and view all the answers

In the context of the Gambler's Fallacy, what is the misconception people have when betting on a fair die after a long series of the same result?

<p>The belief that future rolls are influenced by past rolls (B)</p> Signup and view all the answers

Which of the following describes a common bias when judging probabilities?

<p>Base Rate Neglect (C)</p> Signup and view all the answers

Why might a gambler believe a 6 will come up again after rolling eight 6s consecutively?

<p>They are relying on the trend suggested by previous outcomes (A)</p> Signup and view all the answers

When flipping a coin six times, which sequence is considered to appear less random?

<p>H H H T T T (C)</p> Signup and view all the answers

Which of the following correctly represents the assumption made by people about the regularity of independent events?

<p>Each event must balance out previous events (A)</p> Signup and view all the answers

Which of the following statements about independent events is true?

<p>The outcome of each event is independent of others (D)</p> Signup and view all the answers

Flashcards

Decision-making

Choosing among different options with varying future outcomes.

Expected Value (EV)

The average outcome of a decision, calculated by considering all possible outcomes and their probabilities.

Risk Aversion

Preferring a sure gain over a risky gain with higher expected value, especially when gains are involved.

Risk Seeking

Preferring a risky loss over a sure loss, especially when losses are involved.

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Representative Heuristic

Judging something based on how similar it is to a typical example.

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Availability Heuristic

Judging something likely based on how easily examples come to mind.

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Anchoring and Adjustment Heuristic

Making judgments by starting with an initial value (anchor) and adjusting from there.

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Heuristics

Mental shortcuts or rules of thumb people use to make judgments and decisions quickly.

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Representativeness Heuristic

Judging the likelihood of something based on how closely it resembles a typical example or prototype.

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Gambler's Fallacy

The mistaken belief that past events influence future independent events in chance situations. For example, thinking a coin is 'due' for heads after a streak of tails.

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Coin Toss

Each flip of a coin is independent. The previous outcomes do not affect the next flip.

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Independent Events

Events that do not influence each other. The outcome of one event does not affect the outcome of another event.

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Probability

The likelihood of a specific event occurring. Expressed as a fraction, percentage, or decimal.

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Subjective Probability

A personal estimate of the likelihood of an event based on intuition, experience, and biases.

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Objective Probability

The actual likelihood of an event occurring based on mathematical calculations and empirical evidence.

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The 'Law' of Averages

The mistaken belief that a random event (like flipping a coin) will balance out over time. Random events are independent.

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Hot Hand Fallacy

The misconception that streaks of success or failure in random events are more likely to continue, even though the events are statistically independent.

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Conjunction Fallacy

Judging a conjunction of events more likely than one of the events alone, even when the conjunction is logically impossible to be more likely.

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Base Rate Neglect

Ignoring or underweighting prior probabilities when making judgments about the likelihood of an event.

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Subsumed

In probability, one event is 'subsumed' under another event if it is a subset of it, meaning that if the first event occurs, the second event must also occur.

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Sample Size Neglect

Ignoring the size of the sample when making judgments about the overall population.

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Nudges

Small changes in the environment that can influence people's choices without restricting their freedom.

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Prisoners Dilemma

A game theory scenario in which two individuals act in their own self-interest, leading to a worse outcome for both.

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Study Notes

Judgment & Decision-Making

  • Decision-making involves choosing among alternatives with mutually exclusive options, considering future consequences and different values

  • Decision-making is prevalent in daily life

  • Normative approaches to decision-making involve calculating expected value (EV)

  • EV is the average cost of winning plus the average cost of losing in a scenario with various possible outcomes and probabilities

  • Descriptive approaches acknowledge risk aversion in gains and risk-seeking in losses

  • People tend to prefer guaranteed gains over risky gains and avoid guaranteed losses over risky losses

  • Prescriptive approaches explore heuristics and biases

  • Biases in judgments reveal heuristics underlying decisions in uncertain situations

  • Several heuristics and biases impact decision-making

  • Representativeness heuristic: judgments of probability heavily influenced by how similar an event seems to prior beliefs or prototypes

  • Availability heuristic: estimates of frequency or probability are influenced by ease of recall

  • Anchoring and adjustment heuristic: initial values (anchors) heavily influence subsequent judgments; adjustments are often insufficiently substantial

  • The Gambler's Fallacy: The misconception that outcomes of random events are influenced by previous outcomes

  • The Conjunction Fallacy: The tendency to mistakenly believe that two events are more likely than one event when one event is part of the other

  • Base Rate Neglect: Neglecting the base probability of an event when making judgments based on related information

  • Ignoring the sample size: making judgments about probabilities, based on insufficient sample size.

  • Decision Architecture: Design of environments to encourage or discourage specific choices

  • Nudges: subtle changes to decision environments aimed at increasing adoption of specific choices

  • Game Theory: Studies how rational individuals make decisions when interdependent outcomes are anticipated

  • Intertemporal Choice: Decisions involving choices between outcomes occurring at different points in time

  • Emotions: factors influencing decision-making processes

  • Availability Heuristic: estimates of frequency or probability are influenced by ease of recall

  • Examples of the Availability heuristic include determining the frequency of words or the number of men or women on a list.

  • Anchoring and adjustment heuristic: initial values (anchors) heavily influence subsequent judgments; adjustments are often insufficiently substantial

  • Example of anchoring and adjustment: participants estimating probability of UN member country being African after being shown a random number. Random number impacts probability estimates

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