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运用实验经济学和功能磁共振成像方法测量风险和模糊选项的主观价值。

Measuring the subjective value of risky and ambiguous options using experimental economics and functional MRI methods.

作者信息

Levy Ifat, Rosenberg Belmaker Lior, Manson Kirk, Tymula Agnieszka, Glimcher Paul W

机构信息

Section of Comparative Medicine, Yale School of Medicine, CT, USA.

出版信息

J Vis Exp. 2012 Sep 19(67):e3724. doi: 10.3791/3724.

Abstract

Most of the choices we make have uncertain consequences. In some cases the probabilities for different possible outcomes are precisely known, a condition termed "risky". In other cases when probabilities cannot be estimated, this is a condition described as "ambiguous". While most people are averse to both risk and ambiguity(1,2), the degree of those aversions vary substantially across individuals, such that the subjective value of the same risky or ambiguous option can be very different for different individuals. We combine functional MRI (fMRI) with an experimental economics-based method(3 )to assess the neural representation of the subjective values of risky and ambiguous options(4). This technique can be now used to study these neural representations in different populations, such as different age groups and different patient populations. In our experiment, subjects make consequential choices between two alternatives while their neural activation is tracked using fMRI. On each trial subjects choose between lotteries that vary in their monetary amount and in either the probability of winning that amount or the ambiguity level associated with winning. Our parametric design allows us to use each individual's choice behavior to estimate their attitudes towards risk and ambiguity, and thus to estimate the subjective values that each option held for them. Another important feature of the design is that the outcome of the chosen lottery is not revealed during the experiment, so that no learning can take place, and thus the ambiguous options remain ambiguous and risk attitudes are stable. Instead, at the end of the scanning session one or few trials are randomly selected and played for real money. Since subjects do not know beforehand which trials will be selected, they must treat each and every trial as if it and it alone was the one trial on which they will be paid. This design ensures that we can estimate the true subjective value of each option to each subject. We then look for areas in the brain whose activation is correlated with the subjective value of risky options and for areas whose activation is correlated with the subjective value of ambiguous options.

摘要

我们做出的大多数选择都有不确定的后果。在某些情况下,不同可能结果的概率是确切已知的,这种情况被称为“有风险的”。在其他情况下,当概率无法估计时,这是一种被描述为“模糊的”情况。虽然大多数人既厌恶风险也厌恶模糊性(1,2),但这些厌恶程度在个体之间差异很大,以至于对于不同的个体,相同的有风险或模糊选项的主观价值可能非常不同。我们将功能磁共振成像(fMRI)与基于实验经济学的方法(3)相结合,以评估有风险和模糊选项主观价值的神经表征(4)。现在可以使用这种技术来研究不同人群,如不同年龄组和不同患者群体中的这些神经表征。在我们的实验中,受试者在两个选项之间做出有后果的选择,同时使用fMRI跟踪他们的神经激活情况。在每次试验中,受试者在彩票之间进行选择,这些彩票的货币金额以及赢得该金额的概率或与获胜相关的模糊程度各不相同。我们的参数设计使我们能够利用每个个体的选择行为来估计他们对风险和模糊性的态度,从而估计每个选项对他们所具有的主观价值。该设计的另一个重要特征是,在实验过程中不揭示所选彩票的结果,因此不会发生学习,从而使模糊选项保持模糊,风险态度保持稳定。相反,在扫描 session 结束时,随机选择一两个试验并以真钱进行。由于受试者事先不知道哪些试验会被选中,他们必须将每个试验都视为好像只有它会是他们获得报酬的试验。这种设计确保我们能够估计每个选项对每个受试者的真正主观价值。然后,我们在大脑中寻找其激活与有风险选项主观价值相关的区域,以及其激活与模糊选项主观价值相关的区域。

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