Behavioural W3 Flashcards
what is the difference between risk and ambiguity
known probabilities vs unknown probabilities
prospect definition
list of consequences with associated probabilities
what does expected value assume
people base their decisions only on how much money they could receive
certainty equivalent definition
the guarenteed value that an individual would consider equivalent to receiving an uncertain payoff
how can you quantity how risk averse
- the lower the certainty equivalent, the more risk averse.
- the higher the risk premium, the less risk averse.
describe preferences over prospects
- p>q: prospect p is strictly preferred to prospect q.
- p greater than or equal to q: p is weakly preferred to q.
- p=q: indifference between p and q.
what is the formula for expected value and what is the solution to it
EV= Sum of (pi + xi).
Translate £ into utilities: EU=Sum of (pi + u(xi)).
what is the risk premium
RP = EV - CE.
How to measure Absolute risk aversion
rA(x) - U^ii(x) / U^i(x)
How to measure relative risk aversion
rR(x) = - U^ii(x)x / U^i(x)
complex definition
estimate parameters of a utility function using functional form assumptions.
simple defintion
aim to score individuals on how willing they are to take risks.
revealed preferences definition
infers participants’ risk preferences from their choices in real life situations.
self-reported preferences definition
use participants’ stated attitudes about their risk preferences - surveys.
what is BART and pros and cons
Inflate a balloon, each pump is a reward, if it pops you lose it all.
For: easy to understand, simple+realistic and shown to correlate with real-world risky behaviour such as gambling.
Against: risk preferences may not carry across domains (financial), computer and multiple trials required.
What is a questionnaire and pros and cons
Rating something /10 for example.
For: simple, domain specified and easy to understand.
Against: Un-incentivised.
what is the Gneezy and Potters method and pros and cons
Captures incentivised risk attitudes in financial context. Receive some money, and choose how much to invest in risky options and how much to keep.
For: single decision task: good for use in the field, simple to understand.
Against: One-shot, inconsistency is difficult to identify. Can’t distinguish between risk neutral and risk seeking.
What is Eckel and Grossman method, pros and cons
Risk coefficient r of the utility function can be derived.
For: single decision task: good for use in the field, simple to understand.
Against: One-shot, inconsistency is difficult to identify. Can’t distinguish between risk neutral and risk seeking.
What is Multiple Price List (MPL) method
Incentivised choices in list of binary decisions between lotteries. Switch from A to B used as a measure of risk preference.
For: Close intervals for risk preference coefficients, range of risk preferences can be accounted for.
Against: Harder to understand for participants, longer procedure and multiple switching can make interpretation difficult.
How to choose which method to use
- Research questions.
- Resources.
- Study population.