Comparative Psychology, Institute of Experimental Psychology, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Marketing Area, INSEAD, Fontainebleau, France.
Proc Natl Acad Sci U S A. 2022 Aug 2;119(31):e2202070119. doi: 10.1073/pnas.2202070119. Epub 2022 Jul 26.
A contemporary research agenda in behavioral economics and neuroeconomics aims to identify individual differences and (neuro)psychological correlates of rationality. This research has been widely received in important interdisciplinary and field outlets. However, the psychometric reliability of such measurements of rationality has been presumed without enough methodological scrutiny. Drawing from multiple original and published datasets (in total over 1,600 participants), we unequivocally show that contemporary measurements of rationality have moderate to poor reliability according to common standards. Further analyses of the variance components, as well as a allowing participants to revise previous choices, suggest that this is driven by low between-subject variance rather than high measurement error. As has been argued previously for other behavioral measurements, this poses a challenge to the predominant correlational research designs and the search for sociodemographic or neural predictors. While our results draw a sobering picture of the prospects of contemporary measurements of rationality, they are not necessarily surprising from a theoretical perspective, which we outline in our discussion.
行为经济学和神经经济学的当代研究议程旨在确定理性的个体差异和(神经)心理学相关性。这项研究在重要的跨学科和领域渠道中得到了广泛的认可。然而,这些理性测量的心理测量可靠性在没有足够的方法学审查的情况下被假定。从多个原始和已发表的数据集(总共超过 1600 名参与者)中,我们明确表明,根据常见标准,当代理性测量的可靠性中等至较差。对方差分量的进一步分析,以及允许参与者修改之前的选择,表明这是由受试者之间的低方差而不是高测量误差驱动的。正如之前对其他行为测量所提出的那样,这对主要的相关研究设计和寻找社会人口统计学或神经预测因素提出了挑战。虽然我们的结果描绘了当代理性测量的前景,但从理论角度来看,这并不一定令人惊讶,我们在讨论中概述了这一点。