(Ir)rationality of Moral Judgment

传递关系 理性 概率逻辑 偏爱 心理学 数理经济学 社会心理学 贝叶斯概率 期望效用假设 计量经济学 认知心理学 数学 计算机科学 认识论 人工智能 统计 哲学 组合数学
作者
Michel Regenwetter,Bart J. Currie,Huang Yu,Bart Smeulders,J. Andrew Carlson
出处
期刊:Perspectives on Psychological Science [SAGE]
标识
DOI:10.1177/17456916241260611
摘要

Chaotic responses to COVID-19, political polarization, and pervasive misinformation raise the question of whether some or many individuals exercise irrational moral judgment. We provide the first mathematically correct test for transitivity of moral preferences. Transitivity is the most prominent rationality criterion of the behavioral, biological, and economic sciences. However, transitivity is conceptually, mathematically, and statistically difficult to evaluate empirically. We tested three parsimonious, order-constrained, probabilistic characterizations: First, the weak utility model treats an individual’s choices as noisy reflections of a single, deterministic, underlying transitive preference; second, a variant severely limits the allowable response noise; and third, by the general random utility hypothesis, individuals’ choices reveal uncertain, but transitive, moral preferences. Among 28 individuals, everyone’s data were consistent with the weak utility model and general random utility model, thus supporting both operationalizations. Tightening the bounds on error rates in noisy responses yielded a poorly performing model, thus rejecting the model according to which choices are highly consistent with a single transitive preference. Bayesian model selection favored probabilistic transitive preferences and hence the equivalent random utility hypothesis. This suggests that there is some order underlying the apparent chaos: Rather than presume widespread disregard for moral principles, policymakers may build on navigating and reconciling extreme heterogeneity compounded with individual uncertainty.

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