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Moral decision-making with bounded cognitive resources and limited information.
Maximilian Maier1, Vanessa Cheung2, Falk Lieder3
1Behavioural Science Group, Warwick Business School, University of Warwick, Coventry, UK; Department of Experimental Psychology, University College London, London, UK.
People use mental shortcuts for moral decisions due to limited information and brainpower. This study shows how resource rationality and the bias-variance trade-off explain these decision-making strategies.
Area of Science:
- Cognitive Science
- Moral Psychology
- Behavioral Economics
Background:
- Real-world moral decisions involve constraints like limited information and cognitive resources.
- Heuristic strategies are often employed to navigate complex moral dilemmas.
- Existing analyses often focus on ethical theories, potentially overlooking practical decision-making processes.
Purpose of the Study:
- To reframe the analysis of moral dilemmas from ethical theories to decision strategies.
- To investigate the role of resource rationality in moral decision-making.
- To explain the selection of specific moral strategies using the bias-variance trade-off.
Main Methods:
- Conceptual analysis integrating decision theory with moral psychology.
- Application of resource rationality principles to moral decision constraints.
- Examination of the bias-variance trade-off as an explanatory framework for strategy selection.
Main Results:
- Moral choices are better understood through decision strategies rather than solely through ethical frameworks.
- Resource rationality explains the necessity and adoption of heuristic strategies in moral decision-making.
- The bias-variance trade-off effectively predicts when individuals will employ particular moral decision strategies.
Conclusions:
- Decision strategies, influenced by cognitive limitations and rationality, are key to understanding moral choices.
- Shifting focus to decision strategies offers a more empirically grounded approach to moral psychology.
- Resource rationality and the bias-variance trade-off provide a robust theoretical basis for analyzing heuristic use in moral dilemmas.
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