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Probabilistic causality and causal generalizations

In Ellery Eells & James H. Fetzer (eds.), The Place of Probability in Science. Springer. pp. 47--63 (2010)

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  1. Path-Specific Effects.Naftali Weinberger - 2019 - British Journal for the Philosophy of Science 70 (1):53-76.
    A cause may influence its effect via multiple paths. Paradigmatically (Hesslow [1974]), taking birth control pills both decreases one’s risk of thrombosis by preventing pregnancy and increases it by producing a blood chemical. Building on Pearl ([2001]), I explicate the notion of a path-specific effect. Roughly, a path-specific effect of C on E via path P is the degree to which a change in C would change E were they to be transmitted only via P. Facts about such effects may (...)
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  • Limits to evidential pluralism: multi-method large-N qualitative analysis and the primacy of mechanistic studies.Rosa W. Runhardt - 2022 - Synthese 200 (2):1-23.
    Evidential pluralists, like Federica Russo and Jon Williamson, argue that causal claims should be corroborated by establishing both the existence of a suitable correlation and a suitable mechanism complex. At first glance, this fits well with mixed method research in the social sciences, which often involves a pluralist combination of statistical and mechanistic evidence. However, statistical evidence concerns a population of cases, while mechanistic evidence is found in individual case studies. How should researchers combine such general statistical evidence and specific (...)
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  • Causal Comparability, Causal Generalizations, and Epistemic Homogeneity.Rosa W. Runhardt - 2017 - Philosophy of the Social Sciences 47 (3):183-208.
    The issue of causal comparability in the social sciences underlies matters of both generalization and extrapolation. After critiquing two existing interpretations of comparability, due to Hitchcock and Hausman, I propose a distinction between ontological and epistemic comparability. While the former refers to whether two cases are actually comparable, the latter respects that in cases of incomplete information, we need to rely on whatever evidence we have of comparability. I argue, using a political science case study, that in those cases of (...)
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  • What's Wrong With Our Theories of Evidence?Julian Reiss - 2014 - Theoria 29 (2):283-306.
    This paper reviews all major theories of evidence such as the Bayesian theory, hypothetico-deductivism, satisfaction theories, error-statistics, Achinstein's explanationist theory and Cartwright's argument theory. All these theories fail to take adequate account of the context in which a hypothesis is established and used. It is argued that the context of an inquiry determines important facts about what evidence is, and how much and what kind has to be collected to establish a hypothesis for a given purpose.
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  • The Russo–Williamson Theses in the social sciences: Causal inference drawing on two types of evidence.François Claveau - 2012 - Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 43 (4):806-813.
  • The Russo–Williamson Theses in the social sciences: Causal inference drawing on two types of evidence.François Claveau - 2012 - Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 43 (4):806-813.
    This article examines two theses formulated by Russo and Williamson in their study of causal inference in the health sciences. The two theses are assessed against evidence from a specific case in the social sciences, i.e., research on the institutional determinants of the aggregate unemployment rate. The first Russo–Williamson Thesis is that a causal claim can only be established when it is jointly supported by difference-making and mechanistic evidence. This thesis is shown not to hold. While researchers in my case (...)
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  • On the Meaning of Causal Generalisations in Policy-oriented Economic Research.François Claveau & Luis Mireles-Flores - 2014 - International Studies in the Philosophy of Science 28 (4):397-416.
    Current philosophical accounts of causation suggest that the same causal assertion can have different meanings. Yet, in actual social-scientific practice, the possible meanings of some causal generalisations intended to support policy prescriptions are not always spelled out. In line with a standard referentialist approach to semantics, we propose and elaborate on four questions to systematically elucidate the meaning of causal generalisations. The analysis can be useful to a host of agents, including social scientists, policy-makers, and philosophers aiming at being socially (...)
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  • What’s Wrong With Our Theories of Evidence?Julian Reiss - 2014 - Theoria: Revista de Teoría, Historia y Fundamentos de la Ciencia 29 (2):283-306.
    This paper surveys and critically assesses existing theories of evidence with respect to four desiderata. A good theory of evidence should be both a theory of evidential support (i.e., be informative about what kinds of facts speak in favour of a hypothesis), and of warrant (i.e., be informative about how strongly a given set of facts speaks in favour of the hypothesis), it should apply to the non-ideal cases in which scientists typically find themselves, and it should be ‘descriptively adequate’, (...)
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  • Causal inquiry in the social sciences: the promise of process tracing.Rosa Runhardt - 2015 - Dissertation, London School of Economics
    In this thesis I investigate causal inquiry in the social sciences, drawing on examples from various disciplines and in particular from conflict studies. In a backlash against the pervasiveness of statistical methods, in the last decade certain social scientists have focused on finding the causal mechanisms behind observed correlations. To provide evidence for such mechanisms, researchers increasingly rely on ‘process tracing’, a method which attempts to give evidence for causal relations by specifying the chain of events connecting a putative cause (...)
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