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A new task format for investigating information search and organization in multiattribute decisions

机译:一种用于在多属性决策中调查信息搜索和组织的新任务格式

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摘要

In research on multiattribute decisions, information is typically preorganized in a well-structured manner (e.g., in attributes-by-options matrices). Participants can therefore conveniently identify the information needed for the decision strategy they are using. However, in everyday decision situations, we often face information that is not well-structured; that is, we not only have to search for, but we also need to organize the information. This latter aspect––subjective information organization––has so far largely been neglected in decision research. The few exceptions used crude experimental manipulations, and the assessment of subjective organization suffered from laborious methodology and a lack of objectiveness. We introduce a new task format to overcome these methodological issues, and we provide an organization index (OI) to assess subjective organization of information objectively and automatically. The OI makes it possible to assess information organization on the same scale as the strategy index (SI) typically used for assessing information search behavior. A simulation study shows that the OI has a similar distribution as the SI but that the two indices are a priori largely independent. In a validation experiment with instructed strategy use, we demonstrate the usefulness of the task to trace decision processes in multicue inference situations.Electronic supplementary materialThe online version of this article (doi:10.3758/s13428-014-0482-y) contains supplementary material, which is available to authorized users.
机译:在关于多属性决策的研究中,信息通常以结构良好的方式进行预组织(例如,按选项属性矩阵)。因此,参与者可以方便地识别他们正在使用的决策策略所需的信息。但是,在日常决策情况下,我们经常会遇到结构不完善的信息。也就是说,我们不仅需要搜索,而且还需要整理信息。迄今为止,后一种方面(主观信息组织)在决策研究中已被很大程度上忽略。少数例外情况是使用粗略的实验操作,主观组织的评估工作费时费力且缺乏客观性。我们引入了一种新的任务格式来克服这些方法问题,并提供组织索引(OI)来客观,自动地评估信息的主观组织。 OI使得以与通常用于评估信息搜索行为的策略索引(SI)相同的规模评估信息组织成为可能。模拟研究表明,OI的分布与SI相似,但是两个指标在先验上在很大程度上是独立的。在使用指导策略进行的验证实验中,我们证明了该任务在多线索推理情况下跟踪决策过程的有用性。电子补充材料本文的在线版本(doi:10.3758 / s13428-014-0482-y)包含补充材料,可供授权用户使用。

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