Prospect Theory (Tversky & Kahneman)
This article explains the Prospect Theory by Amos Tversky and Daniel Kahneman in a practical way. After reading it, you will understand the basics of this powerful Decision Making tool.
What is the Prospect Theory?
It states that the preference of taking (uncertain) decisions depends on circumstances. Together they wrote Prospect Theory: an analysis of decision under risk‘, in which they explain the prospect theory as part of behavioural economics.
The Prospect Theory describes how people select alternatives where risks are involved, but in which the results are also already known. People make decisions based on the potential value of losses and gains, rather than on the final result. The losses and gains are evaluated using facts that are available (heuristics), which have come to light through methods and/ or systems.
The prospect theory is a descriptive theory and it tries to model real-life choices rather than predict optimal decisions.
The Prospect Theory was developed by Tversky and Kahneman as an alternative to the expected utility hypothesis. Several scientists had shown that people do not so much look at the net result of a choice, but that they assign weight to choices. This is called the utility theory.
The Prospect Theory deals with the description of preferences in relation to the expected utility that a choice will yield. The utility theory originated dates back to 1738 and was developed by the Swiss mathematician and physicist Daniel Bernoulli. For a long time this theory was the dominant explanation for decisions of which the outcomes are uncertain.
Chances and risks are not absolute, but relative to the situation. The certainty effect plays a role in this; things that are certain outweigh possible chances. Also, many people feel that ‘losses’ outweigh ‘gains’.
Risks including an example
All these theories discuss risks in detail. However, there is a distinction between risk and uncertainty where risk can be measured and uncertainty cannot be measured.
Bernoulli indicated at the time that chances are assessed differently on the basis of moral expectations. The Prospect Theory is also based on this and the example of a lottery is often cited in several theories.
For example, a ticket that costs 10 Euros will yield either nothing or the grand prize of 10,000 Euros, resulting in a weighted average of 5,000 Euros. This is also called the reference point. A very poor person may want to sell the lottery ticket for less than 5,000 Euros, while a rich person will want to buy it for 5,000 Euros.
He will accept the possibility of a risk. The utility of whether to buy or sell therefore depends on the circumstances in which a person finds himself and explains the risk avoidance behaviour of the poor man and the risk-seeking behaviour of the rich man.
The Prospect Theory is about losses and gains
Kahneman and Tversky, however, did not consider the effect of losses and gains.
Their Prospect Theory shows that the value attached to losses is often greater than the value that is attached to gains. The central idea in their theory is reasoning.
When information is presented in a certain way, people are inclined to make other choices. Gain-framed information makes people more inclined to avoid risks.
In the case of adverse information in terms of ‘losses’, the opposite will happen and risk-seeking behaviour will be demonstrated. When you are aware of the influence of the information, you can prepare yourself for it so that you will not be led by this (unconsciously).
Prospect Theory: the decision process
This theory describes the decision processes in two stages; the initial stage and the evaluation stage. During the initial phase, the outcomes of a decision are ranked according to facts that are available (heuristics).
People determine which outcomes they consider equivalent, set a point of reference and then consider lesser outcomes as losses and greater ones as gains. In the subsequent evaluation stage people start looking for the value (utility) that the outcome will have for them.
They base this value on the potential outcomes and the respective probabilities. Based on this information, they choose the outcomes with the highest value after which they will ultimately make a decision.
It’s Your Turn
What do you think? Is the Prospect Theory applicable in your personal or professional environment? Do you recognize the practical explanation or do you have more suggestions? What are your success factors for good decision making?
Share your experience and knowledge in the comments box below.
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- Kahneman, D., & Tversky, A. (2013). Prospect theory: An analysis of decision under risk. In Handbook of the fundamentals of financial decision making: Part I (pp. 99-127).
- Kahneman, D., & Tversky, A. (1992). Advances in prospect theory: Cumulative representation of uncertainty. Journal of Risk and uncertainty, 5(4), 297-323.
- Wakker, P. P. (2010). Prospect theory: For risk and ambiguity. Cambridge university press.
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