Supplementary material from "Quantum Cognition and the Contextual Dynamics of Moral Judgment"

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Authors: Ivete Furtado Ribeiro Caldas, Igor de Moraes Paim, Karla T. Figueiredo Leite, Harold D. de Mello Jr, Patricia Bataglia, Raul Martins, António Manuel Costa Pereira
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Abstract

Moral judgments are often treated as stable preferences perturbed by noise. Quantum cognition, however, models decision-making as probabilistic superpositions that collapse under contextual measurement. We reanalyzed responses from 583 Brazilians evaluating the Age of Penal Majority (APM) across three framings—online juridical, in-court legal, and public-square civic. Participant moral states were represented in a three-dimensional Hilbert space via principal component analysis, with context-specific measurement bases yielding model-implied context-switch reversal probabilities of 0.50--0.76 at the population level. These closely matched Bayesian hierarchical estimates, as well as the quantum representation, achieved slightly better WAIC and LOO scores than a propensity-weighted logistic baseline. Propensity-weighted bootstrap and hierarchical Bayesian analyses addressed sample imbalance and yielded convergent reversal estimates. The results extend quantum-inspired modeling to a real, socially consequential dilemma and show that legal and policy decision-support frameworks must account for context-driven shifts in public moral judgment rather than assume fixed preferences.

Fields of Study & Subjects

Psychology of Moral and Emotional Judgment Decision-Making and Behavioral Economics Quantum Mechanics and Applications

Publication details

Journal / source
Figshare
Publication date
1 January 2026