Perspectives on Science · 2004 · 101 citations · 25 references
Public HealthPsychologyCausal InferenceMediationNature Of ScienceCounterfactual AnalysisCounterfactual ReasoningMechanismsMechanistic CausationMechanistic ExplanationMechanistic InterpretationMechanistic PhilosophyMechanistic Reasoning
Among the current philosophical accounts of causation two are the most prominent. The first is James Woodward's interventionist counterfactual approach; the second is the mechanistic approach advocated by Peter Machamer, Lindley Darden, Carl Craver, Jim Bogen and Stuart Glennan. The counterfactual approach takes it that causes make a difference to their effects, where this difference-making is cashed out in terms of actual and counterfactual interventions. The mechanistic approach takes it that two events are causally related if and only if there is a mechanism that connects them. In this paper I examine them both in some detail. After pointing out some important problems that both approaches face, I argue that there is a sense in which the counterfactual approach is more basic than the mechanistic one in that a proper account of mechanisms depends on counterfactuals while counterfactuals need not be supported (or depend on) mechanisms. Nonetheless, I also argue that if both approaches work in tandem in practice, they can offer us a better understanding of aspects of Hume's secret connexion and hence a glimpse of it.
25
Statistics and Causal Inference
Paul W. Holland · Journal of the American Statistical Association · 1986 · 5.1K citations
Journal of the American Statistical Association
Robert Fildes · International Journal of Forecasting · 1989 · 3.7K citations
Peter Machamer, Lindley Darden, Carl F. Craver · Philosophy of Science · 2000 · 3.1K citations