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Pseudocertainty effect
[edit]In prospect theory, the pseudocertainty effect is the tendency for people to perceive an outcome as certain while it is actually uncertain.[1] It can be observed in multi-stage decision making, in which evaluation of the certainty of the outcome in a previous stage of decisions is disregarded when selecting an option in subsequent stages. Not to be confused with certainty effect, the pseudocertainty effect was discovered from an attempt at providing a normative use of decision theory for the certainty effect by relaxing the cancellation rule.[1]
Background
[edit]The pseudocertainty effect was illustrated by Daniel Kahneman, who received the Nobel Prize in economics for his work on decision making and decision theory, in collaboration with Amos Tversky. The studies that they researched used real and hypothetical monetary gambles and were often used in undergraduate classrooms and laboratories.[1] Kahneman and Tversky illustrated the pseudocertainty effect by the following examples.[2]
Problem 1
[edit]Consider the following two stage game. In the first stage, there is a 75% chance to end the game without winning anything and a 25% chance to move into the second stage. If you reach the second stage, you have a choice between:
A. a sure win of $30
B. 80% chance to win $45
Your choice must be made before the game starts, i.e., before the outcome of the first stage is known. Please indicate the option you prefer.
Problem 2
[edit]Which of the following options do you prefer?
C. 25% chance to win $30
D. 20% chance to win $45
Significance
[edit]Each problem was answered by a different group of respondents. In problem 1, people preferred option A with a rate of 74% over option B with 26%. In problem 2, people preferred option D with a rate of 58% over option C with a rate of 42%.[2] However, the discrepancy between the answers were surprising because the two problems were designed to have identical outcomes. The choices in problem 2 were designed to be compressed forms of the choices from the two stages of problem 1.[3]
(25% x 100% = 25%) chance to win $30
(25% x 80% = 20%) chance to win $45
Kahneman and Tversky referred to this incidence as a result of what they called the "pseudocertainty effect". They concluded that when people make choices at later stages of problems they often do not realize that uncertainty at an earlier stage will have an impact on the final outcome. This was clearly observed in the two stage problem shown above in which the problem moved onto the second stage only if the condition of the first stage was met.[3]
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- ^ a b c Tversky, Amos; Kahneman, Daniel (1986-01-01). "Rational Choice and the Framing of Decisions". The Journal of Business. 59 (4): S251–S278. doi:10.1086/296365.
- ^ a b Rizzo, James (2005-07-01). "Newcomb's Problem for Decision Theory and Critical Theory". Rethinking Marxism. 17 (3): 471–485. doi:10.1080/08935690500122404. ISSN 0893-5696.
- ^ a b Hayes, Brett K.; Newell, Ben R. (2009-09-01). "Induction with uncertain categories: When do people consider the category alternatives?". Memory & Cognition. 37 (6): 730–743. doi:10.3758/MC.37.6.730. ISSN 0090-502X.