Mechanisms: what are they evidence for in evidence-based medicine?

Even though the evidence-based medicine (EBM) movement labels mechanisms a low quality form of evidence, consideration of the mechanisms on which medicine relies, and the distinct roles that mechanisms might play in clinical practice, offers a number of insights into EBM itself. In this paper, I examine the connections between EBM and mechanisms from several angles. I diagnose what went wrong in two examples where mechanistic reasoning failed to generate accurate predictions for how a dysfunctional mechanism would respond to intervention. I then use these examples to explain why we should expect this kind of mechanistic reasoning to fail in systematic ways, by situating these failures in terms of evolved complexity of the causal system(s) in question. I argue that there is still a different role in which mechanisms continue to figure as evidence in EBM: namely, in guiding the application of population-level recommendations to individual patients. Thus, even though the evidence-based movement rejects one role in which mechanistic reasoning serves as evidence, there are other evidentiary roles for mechanistic reasoning. This renders plausible the claims of some critics of EBM who point to the ineliminable role of clinical experience. Clearly specifying the ways in which mechanisms and mechanistic reasoning can be involved in clinical practice frames the discussion about EBM and clinical experience in more fruitful terms.

[1]  A. Rutjes,et al.  Joint lavage for osteoarthritis of the knee. , 2010, The Cochrane database of systematic reviews.

[2]  C. Craver Explaining the Brain: Mechanisms and the Mosaic Unity of Neuroscience , 2007 .

[3]  M. Nervi Mechanisms, malfunctions and explanation in medicine , 2010 .

[4]  The Philosophy of Evidence-Based Medicine , 2013 .

[5]  Oliver Samuel,et al.  Evidence-based medicine: how to practice and teach EBM (2nd edn). , 2000 .

[6]  S. Glennan Rethinking Mechanistic Explanation , 2002, Philosophy of Science.

[7]  Ben A. Williams,et al.  Perils of Evidence-Based Medicine , 2010, Perspectives in biology and medicine.

[8]  P. Spirtes,et al.  Causation, prediction, and search , 1993 .

[9]  H. Braude Clinical intuition versus statistics: different modes of tacit knowledge in clinical epidemiology and evidence-based medicine , 2009, Theoretical medicine and bioethics.

[10]  Holly Andersen,et al.  The case for regularity in mechanistic causal explanation , 2012, Synthese.

[11]  J. Howick,et al.  Philosophy of Evidence-Based Medicine , 2011 .

[12]  S. Tanenbaum Getting there from here: evidentiary quandaries of the US outcomes movement. , 1995, Journal of evaluation in clinical practice.

[13]  J. Woodward,et al.  Scientific Explanation and the Causal Structure of the World , 1988 .

[14]  Jon Williamson,et al.  Mechanisms are Real and Local , 2011 .

[15]  J. Woodward Making Things Happen: A Theory of Causal Explanation , 2003 .

[16]  D. Sackett,et al.  Evidence based medicine: what it is and what it isn't , 1996, BMJ.

[17]  Harlan M Krumholz,et al.  Sex-based differences in the effect of digoxin for the treatment of heart failure. , 2002, The New England journal of medicine.

[18]  A. Detsky,et al.  Evidence-based medicine. A new approach to teaching the practice of medicine. , 1992, JAMA.

[19]  D L Sackett,et al.  The Need for Evidence-Based Medicine , 1995, Health economics.

[20]  Stuart Glennan,et al.  Modeling mechanisms. , 2005, Studies in history and philosophy of biological and biomedical sciences.

[21]  S. Tanenbaum,et al.  What physicians know. , 1993, The New England journal of medicine.

[22]  Jeremy Howick,et al.  The Philosophy of Evidence-Based Medicine: Howick/The Philosophy of Evidence-Based Medicine , 2011 .

[23]  Sandra D. Mitchell Exporting Causal Knowledge in Evolutionary and Developmental Biology , 2008, Philosophy of Science.

[24]  P. Machamer,et al.  Thinking about Mechanisms , 2000, Philosophy of Science.

[25]  A. L. Caze,et al.  The role of basic science in evidence-based medicine , 2011 .

[26]  W. Laupattarakasem,et al.  Arthroscopic debridement for knee osteoarthritis. , 2008, The Cochrane database of systematic reviews.

[27]  D. Sackett Evidence-Based Medicine: How to Practice and Teach EBM , 2018 .

[28]  G. Guyatt,et al.  Systems for grading the quality of evidence and the strength of recommendations I: Critical appraisal of existing approaches The GRADE Working Group , 2004, BMC health services research.

[29]  C. Charig,et al.  Comparison of treatment of renal calculi by open surgery, percutaneous nephrolithotomy, and extracorporeal shockwave lithotripsy. , 1986, British medical journal.

[30]  Maya J Goldenberg,et al.  On evidence and evidence-based medicine: lessons from the philosophy of science. , 2006, Social science & medicine.

[31]  Maya J Goldenberg,et al.  Innovating Medical Knowledge: Understanding Evidence-Based Medicine as a Socio-Medical Phenomenon , 2012 .

[32]  Jon Williamson,et al.  Interpreting Causality in the Health Sciences , 2007 .

[33]  T Greenhalgh,et al.  Narrative based medicine: narrative based medicine in an evidence based world. , 1999, BMJ.

[34]  J. Hart Hypertension guidelines. Other diseases complicate management. , 1993 .

[35]  W. Bechtel,et al.  Explanation: a mechanist alternative. , 2005, Studies in history and philosophy of biological and biomedical sciences.

[36]  A. Miles,et al.  Medicine and evidence: knowledge and action in clinical practice. , 2007, Journal of evaluation in clinical practice.

[37]  J. Worrall Evidence in Medicine and Evidence‐Based Medicine , 2007 .

[38]  William R. Hersh,et al.  A categorization and analysis of the criticisms of Evidence-Based Medicine , 2004, Int. J. Medical Informatics.

[39]  A. Feinstein,et al.  Problems in the "evidence" of "evidence-based medicine". , 1997, The American journal of medicine.

[40]  H. Andersen,et al.  When to Expect Violations of Causal Faithfulness and Why It Matters , 2013, Philosophy of Science.

[41]  S. Glennan Mechanisms and the nature of causation , 1996 .