Abstract
We define a formal semantics of conditionals based on normatively ideal worlds. Such worlds are described informally by Armgardt (Gabbay D, Magnani L, Park W, Pietarinen A-V (eds) Natural arguments: a tribute to john woods, College Publications, London, pp 699–708, 2018) to address well-known problems of the counterfactual approach to causation. Drawing on Armgardt’s proposal, we use iterated conditionals in order to analyse causal relations in scenarios of multi-agent interaction. This results in a refined counterfactual approach to causal responsibility in legal contexts, which solves overdetermination problems in an intuitively accessible manner.
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Notes
On the latter definition, the set of overdetermining causes qualifies as a cause, but the members of such a set do not (Andreas and Günther 2021a).
We say that Bob’s omission and the Queen’s omission, respectively, are causes of the plant’s death. But only Bob’s omission is causally responsible for its death. McGrath (2005) has a stricter view on causation: an omission is a cause only if some norm is violated. She thinks Bob’s failure to water the plant is a cause of its death, while the Queen’s omission to water the plant is not. Note that she thereby does not preserve the verdicts of the simple counterfactual test even though she treats events and absences on a par.
Braham and van Hees (2009) have shown how degrees of causal contribution may be formally distinguished using what is called the NESS test for causation. NESS stands for necessary element of a sufficient set, sufficient to bring about a certain effect. Our motivation for a counterfactual approach to distinguishing individual causal contributions is rooted in the observation that the but-for test for causation is better known among scholars and practitioners of law than the NESS test.
Recall that the qualification other things being equal is built into the semantics of counterfactuals by some ordering of similarity or relevance.
Again, it is worth noting that collective actions may also be captured along the lines of the NESS test, as shown by Braham and van Hees (2018).
On the latter definition, the set of overdetermining causes qualifies as a cause, but the members of such a set do not (Andreas and Günther 2021a).
Unlike the Halpern–Pearl definitions of causation, our analysis does not fully solve the problem of preemption. While the genuine cause is counted as a cause, the preempted ‘cause’ is wrongly counted as a cause as well. We plan to remedy this situation in future work.
References
Andreas H, Günther M (2021a) A Ramsey Test analysis of causation for causal models. Br. J. Philos. Sci. 72(2):587–615
Andreas H, Günther M (2021b) Iterated difference-making. Manuscript
Armgardt M (2018) Causation in law, overdetermination and normative ideal worlds. In: Gabbay D, Magnani L, Park W, Pietarinen A-V (eds) Natural arguments: a tribute to john woods. College Publications, London, pp 699–708
Beebee H (2004) Causing and nothingness. In: Paul LA, Hall EJ, Collins J (eds) Causation and counterfactuals. MIT Press, Cambridge, pp 291–308
Braham M, van Hees M (2009) Degrees of causation. Erkenntnis 71(3):323–344
Braham M, van Hees M (2018) Voids or fragmentation: moral responsibility for collective outcomes. Econ J 128:612
Gärdenfors P (1988) Knowledge in flux. MIT Press, Cambridge
Halpern J (2016) Actual causality. MIT Press, Cambridge
Halpern JY (2000) Axiomatizing causal reasoning. J Artif Intell Res 12(1):317–337
Halpern JY (2015) A modification of the Halpern–Pearl definition of causality. In: Proceedings of the 24th international joint conference on artificial intelligence (IJCAI 2015), pp 3022–3033
Halpern JY, Hitchcock C (2015) Graded causation and defaults. Br J Philos Sci 66(2):413–457
Halpern JY, Pearl J (2005) Causes and explanations: a structural-model approach. Part I: causes. Br J Philos Sci 56(4):843–887
Hanau P (1971) Die Kausalität der Pflichtwidrigkeit. Eine Studie zum Problem des pflichtmäßigen Alternativverhaltens im bürgerlichen Recht. Otto Schwartz, Göttingen
Hitchcock C (2001) The intransitivity of causation revealed in equations and graphs. J Philos 98(6):273–299
Lewis D (1973a) Causation. J Philos 70(17):556–567
Lewis D (1973b) Counterfactuals. Blackwell, Oxford
Lewis D (2000) Causation as Influence. J Philos 97(4):182–197
Lewis D (2004) Void and object. In: Collins J, Hall N, Paul LA (eds) Causation and counterfactuals. MIT Press, New York, pp 277–290
Liepiņa R, Sartor G, Wyner A (2020) Arguing about causes in law: a semi-formal framework for causal arguments. Artif. Intell. Law 28(1):69–89
McGrath S (2005) Causation by omission: a dilemma. Philos. Stud. Int. J. Philos. Anal. Tradit. 123(1/2):125–148
Moore MS (2009) Causation and responsibility: an essay in law, morals, and metaphysics. Oxford University Press, Oxford
Pearl J (2000) Causality: models, reasoning and inference, 1st edn. Cambridge University Press, New York
Schaffer J (2010) Contrastive causation in the law. Leg Theory 16(4):259–297
Woods J (2018) Response to Matthias Armgardt. In: Gabbay D, Magnani L, Park W, Pietarinen A-V (eds) Natural arguments: a tribute to John Woods. College Publications, London, pp 709–714
Woodward J (2003) Making things happen : a theory of causal explanation. Oxford University Press, Oxford
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Andreas, H., Armgardt, M. & Gunther, M. Counterfactuals for causal responsibility in legal contexts. Artif Intell Law 31, 115–132 (2023). https://doi.org/10.1007/s10506-021-09307-2
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DOI: https://doi.org/10.1007/s10506-021-09307-2