Degree of Causal Contribution and Degree of Moral Responsibility: Using Shapley Values as a Measure

This paper is about the pros and cons of measuring degree of causal contribution by Shapley Value (a concept from cooperative game theory). The Shapley Value approach defines degree of causal contribution for a causal factor in terms of a kind of average of its marginal contributions across a range of possible groupings of factors. Some existing literature already explores applying Shapley Values to degrees of causal contributions. This paper supplements this literature by evaluating a range of justifications for applying Shapley Values, addressing several potential problems for the Shapley Value approach, and tying this to recent discussions of the tension between degree of sufficiency and degree of necessity originating with Bernstein.

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Publication Details

Journal
Revista Portuguesa de Filosofia
Published
2024-10-31
DOI
https://doi.org/10.17990/rpf/2024_80_3_0895
Primary Topic
Psychology of Moral and Emotional Judgment
Type
article
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article

Degree of Causal Contribution and Degree of Moral Responsibility: Using Shapley Values as a Measure

Cei Maslen
Revista Portuguesa de Filosofia
Psychology of Moral and Emotional Judgment
article

Degree of Causal Contribution and Degree of Moral Responsibility: Using Shapley Values as a Measure

Cei Maslen
article en

Abstract

This paper is about the pros and cons of measuring degree of causal contribution by Shapley Value (a concept from cooperative game theory). The Shapley Value approach defines degree of causal contribution for a causal factor in terms of a kind of average of its marginal contributions across a range of possible groupings of factors. Some existing literature already explores applying Shapley Values to degrees of causal contributions. This paper supplements this literature by evaluating a range of justifications for applying Shapley Values, addressing several potential problems for the Shapley Value approach, and tying this to recent discussions of the tension between degree of sufficiency and degree of necessity originating with Bernstein.

Revista Portuguesa de FilosofiaVol. 80(3)
Openalex Percentile: Top 80%
Psychology of Moral and Emotional Judgment
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