Well-Defined Interventions and Causal Variable Choice

Philosophy of Science 90 (2):395-412 (2023)
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Abstract

There has been much debate among scientists and philosophers about what it means for interventions invoked in causal inference to be “well-defined” and how considerations of this sort should constrain the choice of causal variables. In this paper, I propose that an intervention is well-defined just in case the effect of interest is well-defined, and that the intervention can serve as a suitable means to identify that effect. Based on this proposal, I identify several types of ambiguous intervention. Implications for variable choice are discussed using case studies drawn from the sciences.

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2022-10-21

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Zili Dong
University of Western Ontario (PhD)

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