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Questions and Answers
What is the expected value of a lottery ticket that pays out £10 with probability 0.5 and £0 otherwise?
What is the expected value of a lottery ticket that pays out £10 with probability 0.5 and £0 otherwise?
If an agent is risk-averse, what is their likely preference regarding lottery tickets and expected values?
If an agent is risk-averse, what is their likely preference regarding lottery tickets and expected values?
In an expected utility framework, which statement is true?
In an expected utility framework, which statement is true?
What scenario illustrates a risk-seeking behavior?
What scenario illustrates a risk-seeking behavior?
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Why might experimental results show inconsistency in choices between different lottery ticket scenarios?
Why might experimental results show inconsistency in choices between different lottery ticket scenarios?
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What does the reservation wage represent?
What does the reservation wage represent?
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In which situation is a probability considered objective?
In which situation is a probability considered objective?
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What differentiates risk from uncertainty?
What differentiates risk from uncertainty?
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What does Expected Utility Theory help to model?
What does Expected Utility Theory help to model?
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What is a fair bet in the context of expected value?
What is a fair bet in the context of expected value?
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When is an individual likely to accept a job offer based on the reservation wage?
When is an individual likely to accept a job offer based on the reservation wage?
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Which of the following describes subjective probabilities?
Which of the following describes subjective probabilities?
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Which scenario exemplifies a corner solution in labor supply?
Which scenario exemplifies a corner solution in labor supply?
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What characterizes an individual with decreasing marginal utility?
What characterizes an individual with decreasing marginal utility?
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What does 'certainty equivalent' refer to in the context of risk?
What does 'certainty equivalent' refer to in the context of risk?
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What is the risk premium in decision-making related to risk?
What is the risk premium in decision-making related to risk?
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How are risk-neutral individuals characterized in relation to their utility function?
How are risk-neutral individuals characterized in relation to their utility function?
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Which option exemplifies the behavior of a risk-averse individual?
Which option exemplifies the behavior of a risk-averse individual?
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What happens to the utility from additional income for someone with decreasing marginal utility?
What happens to the utility from additional income for someone with decreasing marginal utility?
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In expected utility maximization, what does 'EU' represent?
In expected utility maximization, what does 'EU' represent?
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If an individual's current wealth is $w0$ and they have a certainty equivalent of $wc$, what does this imply if they are risk-averse?
If an individual's current wealth is $w0$ and they have a certainty equivalent of $wc$, what does this imply if they are risk-averse?
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Study Notes
Expected Utility Theory
- Expected utility theory is a framework for decision-making under uncertainty.
- Individuals are assumed to be expected utility maximisers, meaning they choose the action that maximises their expected utility.
- The expected utility of an action is calculated by weighting the utility of each possible outcome by its probability.
Labour Supply and Corner Solutions
- Corner solutions in labour supply occur when the marginal rate of substitution (MRS) between leisure and consumption is greater than the real wage.
- This means individuals are willing to sacrifice more consumption to have an extra hour of leisure than the real wage would compensate them for.
- The MRS is equal to the real wage in optimum decisions.
Reservation Wage
- The reservation wage is the minimum wage an individual is willing to accept for a job.
- It represents the wage at which an individual is indifferent between working and not working.
- The reservation wage is determined by the condition MRS = Wres.
Risk vs. Uncertainty
- Risk involves known probabilities of outcomes, while uncertainty involves unknown probabilities.
- The classic example of a risk situation is a roulette wheel, where the probabilities of the outcomes are known and agreed upon.
- Horse races, in contrast, represent a situation of uncertainty, because the probabilities of different horses winning are subjective and vary between individuals.
Attitudes to Risk
- A fair bet involves an equal probability of winning or losing an amount. The expected value of a fair bet is zero.
- Individuals can exhibit risk aversion, risk neutrality, or risk-seeking behaviours.
- Risk averse individuals prefer the certainty of a smaller expected payout to a lottery with a larger but uncertain expected payout.
- Risk-neutral individuals are indifferent to risk and base their decisions solely on expected value.
- Risk-seeking individuals prefer a lottery with a larger but uncertain expected payout to a smaller certain payout.
Expected Value vs. Expected Utility
- The expected value of a risky prospect is the weighted sum of the possible outcomes, weighted by their probabilities.
- The expected utility of a risky prospect is the weighted sum of the utilities associated with the possible outcomes, weighted by their probabilities.
Decreasing Marginal Utility
- Marginal utility is the added utility one derives from an additional unit of consumption.
- Decreasing marginal utility means that the additional utility derived from each additional unit of consumption decreases as consumption increases.
Different Possible Risk Attitudes
- Attitudes to risk can be characterised by marginal utility decreasing, constant or increasing. - Decreasing marginal utility leads to risk aversion - Constant marginal utility leads to risk neutrality - Increasing marginal utility leads to risk seeking behaviour
A Fair Bet (Utility Function)
- The utility derived from a lottery can be greater than the expected utility if risky prospects are not fair bets.
Certainty Equivalent and Risk Premium
- The certainty equivalent is the amount of guaranteed income that an individual values equally to a risky income stream.
- The risk premium is the difference between the expected value of a risky outcome and its certainty equivalent.
Attitudes to Risk (Again)
- Risk-averse individuals require a risk premium to accept a risky investment.
- Risk-neutral individuals have no risk premium required.
- Risk-seeking individuals have risk premium reduced or negative.
Arrow-Pratt Measure of Risk Aversion
- Risk aversion is determined by the curvature of the utility function. A risk averse individual receives less expected utility compared to a risk neutral individual or a risk-seeking individual..
Modelling Economic Decisions
- Using expected utility theory facilitates the modelling of economic decisions in the presence of uncertainty.
- Applying expected utility maximisation necessitates solving for the most optimal choices and considering first-order conditions.
Testing the Model -- Data
- Testing economic models in the presence of uncertainty generally employs macroeconomic or microeconomic datasets.
- Life cycle data can be used in the estimation process, for example, data on individuals at different ages, including crime aspects.
- Macrodata is a commonly used approach and some research has supported the Becker Crime Model.
Extending the Model
- The basic expected utility model can be expanded and applied to various types of crime and decisions beyond monetary gains and losses.
- Some decisions might not involve ex ante/ex post consistency given the non-materialistic items that drive the outcome.
What About Wealth?
- Wealth has no effect on probability, but it has an impact on the marginal utility of income which can be used to inform decision making.
Marginal Utility and Risk Aversion
- Risk aversion is correlated with diminishing marginal utility.
- A decision maker’s risk perception is influenced by their marginal utility, probability of success and other variables.
Basic Takeaways of Rational Choice Model
- Reducing crime is usually about increasing punishments and/or increasing probability of being caught.
- Reducing inequality can also impact crime rates, or have an equivalent effect to modifying the expected payoff for crime.
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Description
Explore key concepts in economic decision-making, including expected utility theory, labour supply corner solutions, and reservation wages. Understand how individuals maximize utility under uncertainty and the implications for labour choices in relation to wage expectations.