Thinking and deciding Flashcards
Normative theory
The theory of how we should choose among possible actions under ideal conditions
Conflicts
Every decision implies a conflict
Between desirability and probability
Between goals
Between your own and other’s goals
UTILITY
A measure of the desirability of the consequences of each option -how much the option allows to achieve goal -
Utility theory
Became the normative benchmark to evaluate decisions.
Choose the option that will yield the greatest total utility
Important: Uncertainty has to be taken into account
UNCERTAINTY
Tradeoffs between utility and probability.
known probabilities
→decision under risk unknown probabilities →decision under ambiguity
Expected Utility Theory
Expected value EV= p of outcome x v of the
payoff
EV= sum𝑖𝑝𝑖∗𝑣𝑖
Is Utility Theory normative?
- Attackers: people are generally rational, better descriptive model will lead to better normative models
- Defenders: irrationality exists, better descriptive models can only tell us where people fail
Is Utility Theory normative? Yes and why?
- In the long run, this decision rule is the one that helps us achieve our goals to a greater extent
- Expected utility is implied by certain principles (“axioms”) that are closely related to the idea of rational decision making
WEAK ORDERING
Two outcomes can always be compared (X > Y; Y > X; X = Y)
TRANSITIVITY
Mathematical property concerning relations among elements (X > Y; Y > Z; X > Z)
SURE THING PRINCIPLE
If there is some state of the world that leads to the same outcome no matter what choice you make, then your choice should not depend on that outcome
Descriptive theory
Systematic Violations of normative principles
3 types of Utility
- Experienced utility :The experience itself
- Predicted utility:Predictive judgment about the experience (based on memory)
- Decision utility:The utility that is inferred from choices
Predicted utility
We make very inaccurate predictions ❖Unrepresentative memories ❖Too essentialized ❖Decontextualized ❖Too abbreviated
Experienced utility
Normative models (ideally your decisions should agree with your experienced utility
Prospect Theory
Kahneman & Tversky (1979)
Descriptive theory of decisions under uncertainty
How and why our choices deviate from the normative model of expected-utility theory
▪Porbability x utility (as EU theory)
▪Probabilities are distorted
▪Utility is considered as change from a reference point
PROBABILITY
We do not treat probabilities as they are stated
But we distort them according to a particular function“π function”
CERTAINTY EFFECT
People’s preferences are attracted by absolute certainty
“π function”
People are more sensitive to changes in p near to natural borders (0 and 1)
“π function”
People are more sensitive to changes in p near to natural borders (0 and 1)
LOSS AVERSION
Gains and losses are evaluated without regard to our total wealth.
Losses are more serious than equivalent gains.