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The chapter shows that more sophisticated difference-making theories of causation that draw on so-called causal models can accommodate mental causation too. Causal modelling theories invoke more complex relations of difference-making than the simple principle about causation that was used in previous chapters. These relations of difference-making are represented by causal models. Accommodating mental causation – either in the non-reductive physicalist case or in the dualist case – calls for some heterodoxy in model-building. If the heterodox models are allowed, however, they prove useful not merely for explaining mental causation, but also for capturing the distinction between higher–level causes that are explanatorily relevant and higher-level causes that are not. The chapter also discusses the interventionist theory, an especially prominent member of the causal modelling family, in relation to mental causation.
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