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对延迟且具有概率性的金钱奖励的折扣:延迟和概率以相乘而非相加的方式结合。

Discounting of monetary rewards that are both delayed and probabilistic: delay and probability combine multiplicatively, not additively.

作者信息

Vanderveldt Ariana, Green Leonard, Myerson Joel

机构信息

Department of Psychology, Washington University in St. Louis.

出版信息

J Exp Psychol Learn Mem Cogn. 2015 Jan;41(1):148-62. doi: 10.1037/xlm0000029. Epub 2014 Jun 16.

Abstract

The value of an outcome is affected both by the delay until its receipt (delay discounting) and by the likelihood of its receipt (probability discounting). Despite being well-described by the same hyperboloid function, delay and probability discounting involve fundamentally different processes, as revealed, for example, by the differential effects of reward amount. Previous research has focused on the discounting of delayed and probabilistic rewards separately, with little research examining more complex situations in which rewards are both delayed and probabilistic. In 2 experiments, participants made choices between smaller rewards that were both immediate and certain and larger rewards that were both delayed and probabilistic. Analyses revealed significant interactions between delay and probability factors inconsistent with an additive model. In contrast, a hyperboloid discounting model in which delay and probability were combined multiplicatively provided an excellent fit to the data. These results suggest that the hyperboloid is a good descriptor of decision making in complicated monetary choice situations like those people encounter in everyday life.

摘要

结果的价值既受收到结果前的延迟(延迟折扣)影响,也受收到结果的可能性(概率折扣)影响。尽管延迟折扣和概率折扣都能用相同的双曲线函数很好地描述,但它们涉及根本不同的过程,例如,奖励金额的不同影响就揭示了这一点。以往的研究分别聚焦于延迟奖励和概率奖励的折扣,很少有研究考察奖励既延迟又有概率性的更复杂情况。在两项实验中,参与者在即时且确定的较小奖励与延迟且有概率性的较大奖励之间做出选择。分析揭示了延迟和概率因素之间存在显著的交互作用,这与加法模型不一致。相比之下,一个将延迟和概率相乘结合的双曲线折扣模型能很好地拟合数据。这些结果表明,双曲线函数能很好地描述人们在日常生活中遇到的复杂货币选择情境下的决策。

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