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Choice-Induced Preference Change in the Free-Choice Paradigm: A Critical Methodological Review

机译:自由选择范式中由选择引起的偏好变化:一种重要的方法论评论

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Choices not only reflect our preference, but they also affect our behavior. The phenomenon of choice-induced preference change has been of interest to cognitive dissonance researchers in social psychology, and more recently, it has attracted the attention of researchers in economics and neuroscience. Preference modulation after the mere act of making a choice has been repeatedly demonstrated over the last 50 years by an experimental paradigm called the “free-choice paradigm.” However, Chen and Risen (2010) pointed out a serious methodological flaw in this paradigm, arguing that evidence for choice-induced preference change is still insufficient. Despite the flaw, studies using the traditional free-choice paradigm continue to be published without addressing the criticism. Here, aiming to draw more attention to this issue, we briefly explain the methodological problem, and then describe simple simulation studies that illustrate how the free-choice paradigm produces a systematic pattern of preference change consistent with cognitive dissonance, even without any change in true preference. Our stimulation also shows how a different level of noise in each phase of the free-choice paradigm independently contributes to the magnitude of artificial preference change. Furthermore, we review ways of addressing the critique and provide a meta-analysis to show the effect size of choice-induced preference change after addressing the critique. Finally, we review and discuss, based on the results of the stimulation studies, how the criticism affects our interpretation of past findings generated from the free-choice paradigm. We conclude that the use of the conventional free-choice paradigm should be avoided in future research and the validity of past findings from studies using this paradigm should be empirically re-established.
机译:选择不仅反映了我们的偏爱,而且还影响了我们的行为。选择引起的偏好变化现象已引起社会心理学领域的认知失调研究人员的关注,最近,它引起了经济学和神经科学领域研究人员的关注。在过去的五十多年中,仅仅通过做出选择的行为进行的偏好调制就被称为“自由选择范式”的实验范式反复证明。然而,Chen and Risen(2010)指出了该范式的一个严重方法论缺陷,认为选择引起的偏好改变的证据仍然不足。尽管存在缺陷,使用传统的自由选择范式的研究仍在继续发表,而没有解决批评问题。在这里,为了引起人们对这个问题的更多关注,我们简要地解释了方法论上的问题,然后描述了简单的模拟研究,这些研究说明了自由选择范式如何产生与认知失调相一致的偏好改变的系统模式,即使真实情况没有任何改变也是如此。偏爱。我们的刺激还表明,自由选择范式的每个阶段中不同级别的噪声如何独立地影响人为偏好变化的幅度。此外,我们回顾了解决批评的方法,并提供了荟萃分析,以显示解决评论后选择引起的偏好变化的影响大小。最后,我们根据刺激研究的结果,回顾和讨论批评如何影响我们对自由选择范式产生的过去发现的解释。我们得出结论,在未来的研究中应避免使用传统的自由选择范式,并且应凭经验重新建立使用该范式的研究的以往发现的有效性。

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