This document discusses several theories related to decision making under risk and uncertainty:
- Expected utility theory proposes that individuals make rational decisions by assigning probabilities to outcomes.
- Prospect theory, developed by Kahneman and Tversky, suggests that individuals frame decisions in terms of potential gains or losses rather than final outcomes. Losses loom larger than equivalent gains.
- The disposition effect refers to the tendency of investors to sell winning stocks and hold on to losing stocks.
- Heuristics are mental shortcuts used to make quick decisions with limited time, information, or other constraints. Common heuristics include familiarity, ambiguity aversion, and diversification.
3. Expected Utility theory
• Developed by Von Neuman and Morgenstern in 1944 (VNM)
• It is Normative theory of behavior which means it describes how people
should rationally behave.
• Individuals should act in a particular way when they do decision making
under the uncertainty.
• Excepted utility theory deals with the risk not the uncertainty.
• In risky situations you know that what outcomes will result and you assign them a
probability and in uncertainty you don’t even know the possible outcomes so you
cant assign them any probability
4. Expected Utility theory
•All rational decision makers should be able to
compare any two alternatives, or at least choose the
choice that is different from them.
• Weakly dominant
• Strongly dominant
5. Prospect theory
• Theory formulated in 1979 and developed in 1992 by amos tversky and
Daniel kahnemen.
• Belongs to behavioral economic subgroup
• Describing how individual make a choice between probabilistic
alternatives where risk is involved and the probability of different
outcomes are unknown.
• Also known as the loss aversion theory
6. Perceived gains and Perceived loss
• Losses causes greater emotional impact on the individual then does
equivalent amount of a gain
• SO it’s the matter of presenting, An opportunity with equal yield can
be presented in two ways
• 1-In terms of potential gains
• 2- in terms of potential losses
• According to the Prospect theory individual will select the option with
potential gains
• Example :50$ with loss and 25$ straight
7. Disposition Effect
• Prospect theory Explains the occurrence of the disposition Effect
• Tendency for the investor to hold on to the losing stocks for long and sell the winning stock
soon.
• But logic explains that investor should hold the winning stocks in order to win more
• And sell the loosing stocks in order to avoid the further loss
8. Disposition Effect
• Disposition Effect can be minimized by:
Framing the mental approach of the investor
• Example Loosing $100 versus loosing $50 twice from two place Loosing
100 would create less negativity than loosing 50 timely
9. Heuristics
Derived from Greek word which means “to discover”
problem-solving method
that uses short cuts
to produce good-enough solutions given
In a limited time frame or deadline.
Heuristics provide for flexibility in making quick decisions, especially
when working with complex data.
Decisions made using a heuristic approach may not necessarily be
optimal.
10. Heuristics
• Decision need to be made
Even if the environment is of the
Limited attention
Limited Information
Limited Processing capacity
So shortcuts are necessary.
Heuristics is a decision rule that utilize a subset of the information set.
11. Types of Heuristics
• Type 1
• Are appropriate when a very quick decision must be made OR when
the stakes are low
• Example: Burger or pizza
• Type 2
• Are more effortful and are appropriate when stakes are high
12. Cognitive heuristics
• Familiarity
• People are more likely to accept a gamble if they feel they have a better understanding of the relevant
context
• Example: People likey to gamble more on the bases of the competency and their high confidence level. When they
feel they have low competency and confidence on particular situation they would like to go for the alternatives
• Ambiguity Aversion
• When the judged probability was at lowest, clear tendency was to prefer the random bet this is because
of ambiguity aversion
• Diversification heuristic:
• People like to try all the things when they are not mutually exclusive
• Example: Buffet dinner