2014
DOI: 10.1590/0101-60830000000010
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On the notion of causality in medicine: addressing Austin Bradford Hill and John L. Mackie

Abstract: Almost 50 years ago appeared the seminal article by Austin Bradford Hill where he presented parameters for inferring causes from statistical associations, which became known as Hill's causal criteria. This was a milestone for the renewal of the idea of cause in medicine. Our article revisits his contribution in light of the ideas from the Australian philosopher John L. Mackie, whose important works on causality reached an audience distinct from Hill's. We suggest that both the British epidemiologist and the Au… Show more

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Cited by 12 publications
(11 citation statements)
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“…In search of a cause of multifactorial NDs, multi-causality and probabilistic determinism elaborated classical causal criteria which evidence a relationship between a presumed cause and an observed effect [167]. Analytical approximation further contributes to the better understanding of a role of medical statistics in a causal relationship [168]. Incorporation of a reference case may ease reaching an interpretation of meaningful comparisons by integrating standardization [169].…”
Section: Discussionmentioning
confidence: 99%
“…In search of a cause of multifactorial NDs, multi-causality and probabilistic determinism elaborated classical causal criteria which evidence a relationship between a presumed cause and an observed effect [167]. Analytical approximation further contributes to the better understanding of a role of medical statistics in a causal relationship [168]. Incorporation of a reference case may ease reaching an interpretation of meaningful comparisons by integrating standardization [169].…”
Section: Discussionmentioning
confidence: 99%
“…A counterfactual points out a causal connection because it transcends the empirical point of view. It uncovers a general law connecting individual events on rational grounds suiting the concept of causality [18, 19]. The certifier should try to answer the question: “Would the patient have died if the dementia would not have been present” (counterfactual).…”
Section: Discussionmentioning
confidence: 99%
“…The association does not imply a causality relationship, although there are several historical attempts to equalize the two concepts (17) . The probabilistic deterministic view of causality is the Authors (year, country) Objective Theoretical conception Applied study Main discussion Cox (1992) (31) ; Inglaterra…”
Section: Discussionmentioning
confidence: 99%
“…Causality theory and causality model Hill (1965) (34) ; USA understanding that statistics may or may not offer, connected to concepts such as strength, consistency, plausibility and specificity, approximation with analytical philosophy, and contributing to a better understanding of causal relationships (17) , that is, to identify that A causes B, A must exist before B, and for B to occur, A must be present before B; and in the absence of A, B does not occur, and there is some plausibility within existing knowledge that explains that A causes B. An association indicates that A is associated with B, but there is no cause determination or indication if A or B happened before.…”
Section: Epistemological Descriptivementioning
confidence: 99%