TY - JOUR
T1 - Irrational Properties of Risk Attitude in Decision Making
AU - Murata, Atsuo
AU - Moriwaka, Makoto
AU - Ohta, Yukio
N1 - Publisher Copyright:
© 2015 The Authors
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2015
Y1 - 2015
N2 - The aim of this study was to investigate the irrationality in decision making on risk attitude. More concretely, the likelihood of reflection effect in decision making was investigated and compared between two conditions (the reflection effect from the risk seeking choice to the risk aversive choice and that from the risk aversive choice to the risk seeking choice). Second, the condition (p-value (probability of gain or loss) in for the reversal of choice (change of risk attitude) was identified and compared between gain and loss domains. In such a way, the irrational property in decision making on risk attitude was pointed out. On the basis of such an approach, it was discussed how decision making on choosing one of the two prospects (A) ($Y, p) and (B) ($X,1) should be systematically treated in order to generalize the behavior of changing risk attitude under the condition of a smaller value of p and (Y is by far larger than X). Moreover, it was also pointed out that the derivation of the property of weighting function in prospect theory using a simple demonstrative decision making paradigm cannot be generalized and is not proper for verifying and deriving this property. The results were as follows: (1) While the reflective effect from the risk seeking choice to the risk aversive choice readily occurred when the occurrence probability of the larger gain was low, the reflective effect from the risk aversive choice to the risk seeking choice was unlikely and didn't readily occur. (2) The larger change (increment or decrement) of p-value was necessary to change the risk attitude (from risk aversive to risk seeking, and vice versa) in the loss domain than in the gain domain. (3) Only Equations (2) and (4) are insufficient for the generalization of characteristics of the weighting function. (4) For the systematical generalization of the change of risk attitude, the characteristics of the following prospects must be explored in more detail: Prospect (A) ($Y,p) and Prospect (B) ($X,1), where p is a smaller probability, and (Y is by far larger than X).
AB - The aim of this study was to investigate the irrationality in decision making on risk attitude. More concretely, the likelihood of reflection effect in decision making was investigated and compared between two conditions (the reflection effect from the risk seeking choice to the risk aversive choice and that from the risk aversive choice to the risk seeking choice). Second, the condition (p-value (probability of gain or loss) in for the reversal of choice (change of risk attitude) was identified and compared between gain and loss domains. In such a way, the irrational property in decision making on risk attitude was pointed out. On the basis of such an approach, it was discussed how decision making on choosing one of the two prospects (A) ($Y, p) and (B) ($X,1) should be systematically treated in order to generalize the behavior of changing risk attitude under the condition of a smaller value of p and (Y is by far larger than X). Moreover, it was also pointed out that the derivation of the property of weighting function in prospect theory using a simple demonstrative decision making paradigm cannot be generalized and is not proper for verifying and deriving this property. The results were as follows: (1) While the reflective effect from the risk seeking choice to the risk aversive choice readily occurred when the occurrence probability of the larger gain was low, the reflective effect from the risk aversive choice to the risk seeking choice was unlikely and didn't readily occur. (2) The larger change (increment or decrement) of p-value was necessary to change the risk attitude (from risk aversive to risk seeking, and vice versa) in the loss domain than in the gain domain. (3) Only Equations (2) and (4) are insufficient for the generalization of characteristics of the weighting function. (4) For the systematical generalization of the change of risk attitude, the characteristics of the following prospects must be explored in more detail: Prospect (A) ($Y,p) and Prospect (B) ($X,1), where p is a smaller probability, and (Y is by far larger than X).
KW - Behavioral economics
KW - Change of risk attitude
KW - Irrationality
KW - Prospect theory
KW - Reflection effect
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U2 - 10.1016/j.promfg.2015.07.390
DO - 10.1016/j.promfg.2015.07.390
M3 - Article
AN - SCOPUS:85009953707
SN - 2351-9789
VL - 3
SP - 4160
EP - 4167
JO - Procedia Manufacturing
JF - Procedia Manufacturing
ER -