给定决策中的策略选择:一眼决定?

IF 3 2区 心理学 Q1 PSYCHOLOGY Cognitive Psychology Pub Date : 2022-08-01 DOI:10.1016/j.cogpsych.2022.101483
Thorsten Pachur
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引用次数: 3

摘要

在选择方案时,人们有一个工具箱,里面既有补偿策略,它考虑了这些方案的所有可用属性,也有非补偿策略,它只考虑了其中的一些属性。通常认为,非补偿策略在给定的决策中只起很小的作用,在给定的决策中,属性信息是公开呈现的,因为所有属性都可以“一眼”自动处理。然而,基于文献回顾,我确定先前关于给定决策中的策略选择的研究已经产生了高度异质性的发现,包括广泛使用非补偿策略的证据。根据视觉注意力细分研究的见解,我认为这种异质性可能是由于不同研究在属性数量上的差异,以及在不同属性中是否使用相同或不同的符号来表示高/低属性值。我在两个实验中测试了这些因素的影响,在两个实验中,每个选项显示的属性数量和属性值的编码都是被操纵的。用贝叶斯多方法分析参与者的策略使用(考虑决策和反应时间模式)表明,在属性数量较多的条件下,非补偿策略被更频繁地选择;属性编码方案的类型对策略选择没有影响。在具有8个(相对于4个)属性的条件下使用补偿策略与相当长的响应时间和较高的策略执行错误率相关。结果表明,给定的决策可能会产生认知成本,从而禁止依赖自动补偿性决策,从而有利于非补偿性策略的适应性选择。
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Strategy selection in decisions from givens: Deciding at a glance?

People deciding between alternatives have at their disposal a toolbox containing both compensatory strategies, which take into account all available attributes of those alternatives, and noncompensatory strategies, which consider only some of the attributes. It is commonly assumed that noncompensatory strategies play only a minor role in decisions from givens, where attribute information is openly presented, because all attributes can be processed automatically “at a glance.” Based on a literature review, however, I establish that previous studies on strategy selection in decisions from givens have yielded highly heterogeneous findings, including evidence of widespread use of noncompensatory strategies. Drawing on insights from visual attention research on subitizing, I argue that this heterogeneity might be due to differences across studies in the number of attributes and in whether the same or different symbols are used to represent high/low attribute values across attributes. I tested the impact of these factors in two experiments with decisions from givens in which both the number of attributes shown for each alternative and the coding of attribute values was manipulated. An analysis of participants’ strategy use with a Bayesian multimethod approach (taking into account both decisions and response-time patterns) showed that a noncompensatory strategy was more frequently selected in conditions with a higher number of attributes; the type of attribute coding scheme did not affect strategy selection. Using a compensatory strategy in the conditions with eight (vs. four) attributes was associated with rather long response times and a high rate of strategy execution errors. The results suggest that decisions from givens can incur cognitive costs that prohibit reliance on automatic compensatory decision making and that can favor the adaptive selection of a noncompensatory strategy.

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来源期刊
Cognitive Psychology
Cognitive Psychology 医学-心理学
CiteScore
5.40
自引率
3.80%
发文量
29
审稿时长
50 days
期刊介绍: Cognitive Psychology is concerned with advances in the study of attention, memory, language processing, perception, problem solving, and thinking. Cognitive Psychology specializes in extensive articles that have a major impact on cognitive theory and provide new theoretical advances. Research Areas include: • Artificial intelligence • Developmental psychology • Linguistics • Neurophysiology • Social psychology.
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