ArticleSocial cognitive and affective neuroscience2021
Neuro-Computational Foundations of Moral Preferences.
Article in Social cognitive and affective neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Moral and perceptual conflict processing are implemented by distinct brain activation and functional connectivity patterns.PLoS biology · 2026Article
- Social learning dynamically shapes moral decision-making by biasing subjective valuation.PLoS biology · 2026Article
- AMULED: Addressing Moral Uncertainty using Large language models for Ethical Decision-making.Frontiers in artificial intelligence · 2026Article
- Internally Formed Preferences for Options only Influence Initial Decisions in Gambling Tasks, while the Gambling Outcomes do not Alter these Preferences.Journal of gambling studies · 2025Article
- Externally Provided Rewards Increase Internal Preference, but Not as Much as Preferred Ones Without Extrinsic Rewards.Computational brain & behavior · 2025Article
- The German translation of the Oxford utilitarianism scale: Validation and the impact of the Covid-19 pandemic on the observations.PloS one · 2025Article
- The more random people's preference judgments are, the more they explore in gambling tasks.BMC psychology · 2024Article
- Health involvement modulates physician preference in the brain during online health consultation.Scientific reports · 2024Article
- Distinct neural networks of task engagement and choice response in moral, risky, and ambiguous decision-making: An ALE meta-analysis.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Variance, norms and cooperative behavior in public goods games.Frontiers in psychology · 2024Article
- A Common Neural Account for Social and Nonsocial Decisions.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2022Article
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Authors and funding
6 authors.
Funding
Abstract
Moral preferences pervade many aspects of our lives, dictating how we ought to behave, whom we can marry, and even what we eat. Despite their relevance, one fundamental question remains unanswered: Where do individual moral preferences come from? It is often thought that all types of preferences reflect properties of domain-general neural decision mechanisms that employ a common "neural currency" to value choice options in many different contexts. This view, however, appears at odds with the observation that many humans consider it intuitively wrong to employ the same scale to compare moral value (e.g., of a human life) with material value (e.g., of money). In this paper, we directly test if moral subjective values are represented by similar neural processes as financial subjective values. In a study combining fMRI with a novel behavioral paradigm, we identify neural representations of the subjective values of human lives or financial payoffs by means of structurally identical computational models. Correlating isomorphic model variables from both domains with brain activity reveals specific patterns of neural activity that selectively represent values in the moral (rTPJ) or financial (vmPFC) domain. Intriguingly, our findings show that human lives and money are valued in (at least partially) distinct neural currencies, supporting theoretical proposals that human moral behavior is guided by processes that are distinct from those underlying behavior driven by personal material benefit.
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