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Beyond dual-process models: A categorisation of processes underlying intuitive judgement and decision making

机译:超越双流程模型:基于直观判断和决策的流程分类

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摘要

Intuitive-automatic processes are crucial for making judgements and decisions. The fascinating complexity of these processes has attracted many decision researchers, prompting them to start investigating intuition empirically and to develop numerous models. Dual-process models assume a clear distinction between intuitive and deliberate processes but provide no further differentiation within both categories. We go beyond these models and argue that intuition is not a homogeneous concept, but a label used for different cognitive mechanisms. We suggest that these mechanisms have to be distinguished to allow for fruitful investigations of intuition. Specifically, we argue that researchers should concentrate on investigating the processes underlying intuition before making strong claims about its performance. We summarise current models for intuition and propose a categorisation according to the underlying cognitive processes: (a) associative intuition based on simple learning-retrieval processes, (b) matching intuition based on comparisons with prototypes/exemplars, (c) accumulative intuition based on automatic evidence accumulation, and (d) constructive intuition based on construction of mental representations. We discuss how this differentiation might help to clarify the relationship between affect and intuition and we derive a very general hypothesis as to when intuition will lead to good decisions and when it will go astray.
机译:直观的自动过程对于做出判断和决策至关重要。这些过程令人着迷的复杂性吸引了许多决策研究人员,促使他们开始凭经验研究直觉并开发许多模型。双流程模型假定直观流程和故意流程之间有明显的区别,但在这两个类别中均未提供进一步的区别。我们超越了这些模型,认为直觉不是一个统一的概念,而是用于不同认知机制的标签。我们建议必须区分这些机制,以便对直觉进行富有成效的研究。具体来说,我们认为研究人员应该在对直觉的性能提出强烈要求之前,集中精力研究直觉的潜在过程。我们总结了当前的直觉模型,并根据潜在的认知过程提出了分类:(a)基于简单学习-检索过程的联想直觉,(b)基于与原型/示例的比较而匹配的直觉,(c)基于直觉的累积直觉自动证据收集,以及(d)基于心理表征构建的建设性直觉。我们讨论了这种差异如何有助于澄清情感与直觉之间的关系,并且我们得出了一个非常普遍的假设,即直觉何时会导致良好的决策以及何时会误入歧途。

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