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Of goals and habits: age-related and individual differences in goal-directed decision-making.关于目标和习惯:目标导向决策中的年龄相关和个体差异。
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Scaffolding across the lifespan in history-dependent decision-making.在依赖历史的决策中贯穿生命周期的支架。
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Psychol Sci. 2013 May;24(5):751-61. doi: 10.1177/0956797612463080. Epub 2013 Apr 4.
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J Exp Psychol Gen. 2014 Feb;143(1):182-94. doi: 10.1037/a0030844. Epub 2012 Dec 10.
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Working-memory load and temporal myopia in dynamic decision making.工作记忆负荷与动态决策中的时间近视。
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Model-based influences on humans' choices and striatal prediction errors.基于模型的影响对人类选择和纹状体预测误差的影响。
Neuron. 2011 Mar 24;69(6):1204-15. doi: 10.1016/j.neuron.2011.02.027.
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The Motivation-Cognition Interface in Learning and Decision-Making.学习与决策中的动机-认知界面
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States versus rewards: dissociable neural prediction error signals underlying model-based and model-free reinforcement learning.状态与奖励:基于模型和无模型强化学习的分离神经预测误差信号。
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慢性动机状态在动态决策中与任务奖励结构相互作用。

Chronic motivational state interacts with task reward structure in dynamic decision-making.

作者信息

Cooper Jessica A, Worthy Darrell A, Maddox W Todd

机构信息

The University of Texas at Austin, Department of Psychology, 108 E. Dean Keeton, A8000, Austin, TX 78712, United States.

Texas A&M University, Department of Psychology, 4235 TAMU, College Station, TX 77843, United States.

出版信息

Cogn Psychol. 2015 Dec;83:40-53. doi: 10.1016/j.cogpsych.2015.09.001. Epub 2015 Oct 29.

DOI:10.1016/j.cogpsych.2015.09.001
PMID:26520256
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4648662/
Abstract

Research distinguishes between a habitual, model-free system motivated toward immediately rewarding actions, and a goal-directed, model-based system motivated toward actions that improve future state. We examined the balance of processing in these two systems during state-based decision-making. We tested a regulatory fit hypothesis (Maddox & Markman, 2010) that predicts that global trait motivation affects the balance of habitual- vs. goal-directed processing but only through its interaction with the task framing as gain-maximization or loss-minimization. We found support for the hypothesis that a match between an individual's chronic motivational state and the task framing enhances goal-directed processing, and thus state-based decision-making. Specifically, chronic promotion-focused individuals under gain-maximization and chronic prevention-focused individuals under loss-minimization both showed enhanced state-based decision-making. Computational modeling indicates that individuals in a match between global chronic motivational state and local task reward structure engaged more goal-directed processing, whereas those in a mismatch engaged more habitual processing.

摘要

研究区分了一个倾向于即时奖励行为的习惯性、无模型系统,以及一个倾向于采取能改善未来状态的行为的目标导向、基于模型的系统。我们研究了在基于状态的决策过程中这两个系统的处理平衡。我们测试了一个调节适配假设(Maddox & Markman,2010),该假设预测全局特质动机影响习惯性与目标导向处理的平衡,但仅通过其与作为收益最大化或损失最小化的任务框架的相互作用来实现。我们发现有证据支持以下假设:个体的长期动机状态与任务框架之间的匹配会增强目标导向处理,从而增强基于状态的决策。具体而言,处于收益最大化框架下的长期促进导向型个体和处于损失最小化框架下的长期预防导向型个体都表现出增强的基于状态的决策。计算建模表明,全局长期动机状态与局部任务奖励结构相匹配的个体进行更多的目标导向处理,而不匹配的个体则进行更多的习惯性处理。