利用前景理论的描述性用途改进期望效用的规范性用途

Making Descriptive Use of Prospect Theory to Improve the Prescriptive Use of Expected Utility

Management Science · 2001
被引 325
人大 A+FT50UTD24ABS 4*

中文导读

提出修正标准效用诱导方法(如概率等价和确定性等价)的定量方法,以纠正期望效用理论的常见违背,并通过实验消除两种方法间的差异。

Abstract

This paper proposes a quantitative modification of standard utility elicitation procedures, such as the probability and certainty equivalence methods, to correct for commonly observed violations of expected utility. Traditionally, decision analysis assumes expected utility not only for the prescriptive purpose of calculating optimal decisions but also for the descriptive purpose of eliciting utilities. However, descriptive violations of expected utility bias utility elicitations. That such biases are effective became clear when systematic discrepancies were found between different utility elicitation methods that, under expected utility, should have yielded identical utilities. As it is not clear how to correct for these biases without further knowledge of their size or nature, most utility elicitations still calculate utilities by means of the expected utility formula. This paper speculates on the biases and their sizes by using the quantitative assessments of probability transformation and loss aversion suggested by prospect theory. It presents quantitative corrections for the probability and certainty equivalence methods. If interactive sessions to correct for biases are not possible, then the authors propose to use the corrected utilities rather than the uncorrected ones in prescriptions of optimal decisions. In an experiment, the discrepancies between the probability and certainty equivalence methods are removed by the authors' proposal.

前景理论期望效用效用诱导概率等价法