Literature DB >> 24071010

Hume, Mill, Hill, and the sui generis epidemiologic approach to causal inference.

Alfredo Morabia.   

Abstract

The epidemiologic approach to causal inference (i.e., Hill's viewpoints) consists of evaluating potential causes from the following 2, noncumulative angles: 1) established results from comparative, observational, or experimental epidemiologic studies; and 2) reviews of nonepidemiologic evidence. It does not involve statements of statistical significance. The philosophical roots of Hill's viewpoints are unknown. Superficially, they seem to descend from the ideas of Hume and Mill. Hill's viewpoints, however, use a different kind of evidence and have different purposes than do Hume's rules or Mill's system of logic. In a nutshell, Hume ignores comparative evidence central to Hill's viewpoints. Mill's logic disqualifies as invalid nonexperimental evidence, which forms the bulk of epidemiologic findings reviewed from Hill's viewpoints. The approaches by Hume and Mill cannot corroborate successful implementations of Hill's viewpoints. Besides Hume and Mill, the epidemiologic literature is clueless about a plausible, pre-1965 philosophical origin of Hill's viewpoints. Thus, Hill's viewpoints may be philosophically novel, sui generis, still waiting to be validated and justified.

Keywords:  David Hume; John Stuart Mill; causality; evidence; inference; lung cancer; philosophy; tobacco

Mesh:

Year:  2013        PMID: 24071010      PMCID: PMC3888277          DOI: 10.1093/aje/kwt223

Source DB:  PubMed          Journal:  Am J Epidemiol        ISSN: 0002-9262            Impact factor:   4.897


  48 in total

1.  Interpreting epidemiological evidence: how meta-analysis and causal inference methods are related.

Authors:  D L Weed
Journal:  Int J Epidemiol       Date:  2000-06       Impact factor: 7.196

2.  A psychometric experiment in causal inference to estimate evidential weights used by epidemiologists.

Authors:  C D Holman; D E Arnold-Reed; N de Klerk; C McComb; D R English
Journal:  Epidemiology       Date:  2001-03       Impact factor: 4.822

3.  Epidemiological reasoning. Comments on 'Popper's philosophy for epidemiologists' by Carol Buck.

Authors: 
Journal:  Int J Epidemiol       Date:  1975-09       Impact factor: 7.196

Review 4.  What is a cause and how do we know one? A grammar for pragmatic epidemiology.

Authors:  M Susser
Journal:  Am J Epidemiol       Date:  1991-04-01       Impact factor: 4.897

5.  Causation and causal inference in epidemiology.

Authors:  Kenneth J Rothman; Sander Greenland
Journal:  Am J Public Health       Date:  2005       Impact factor: 9.308

Review 6.  On the use of causal criteria.

Authors:  D L Weed
Journal:  Int J Epidemiol       Date:  1997-12       Impact factor: 7.196

Review 7.  On the logic of causal inference.

Authors:  D L Weed
Journal:  Am J Epidemiol       Date:  1986-06       Impact factor: 4.897

8.  Inferring causal relationships: elaboration of the criterion of "dose-response".

Authors:  N S Weiss
Journal:  Am J Epidemiol       Date:  1981-05       Impact factor: 4.897

9.  The Bradford Hill considerations on causality: a counterfactual perspective.

Authors:  Michael Höfler
Journal:  Emerg Themes Epidemiol       Date:  2005-11-03

10.  The missed lessons of Sir Austin Bradford Hill.

Authors:  Carl V Phillips; Karen J Goodman
Journal:  Epidemiol Perspect Innov       Date:  2004-10-04
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