A Model for Clinical Decision-Making in Medicine

The last decade has witnessed an unmasking of diagnostic failure along with the recognition that it is a major source of morbidity and mortality. It is now regarded as the dominant threat to patient safety. While healthcare systems are responsible, in part, for what goes wrong in failed diagnostic processes, a greater measure of accountability lies with the ways in which physicians think, reason, solve problems, and make decisions. This has led to a growing awareness of the need for explicit training in clinical decision-making during medical training. Drawing heavily on the cognitive sciences literature, a consensus has emerged that rationality is the essential characteristic of the well-calibrated decision-maker. Cognitive and affective biases, in turn, are critical determinants of the rationality of the decision-maker. Incorporating developments in several adjacent areas, we can now assemble a model that embraces the major components of clinical decision-making. Its properties are outlined here.

[1]  M. Stark,et al.  The Ethical Imperative to Think about Thinking , 2014, Cambridge Quarterly of Healthcare Ethics.

[2]  E. Berner,et al.  Overconfidence as a cause of diagnostic error in medicine. , 2008, The American journal of medicine.

[3]  Pat Croskerry,et al.  Deciding about fast and slow decisions. , 2014, Academic medicine : journal of the Association of American Medical Colleges.

[4]  D. Abrams,et al.  Reasoning about extreme events: A review of behavioural biases in relation to catastrophe risks , 2013 .

[5]  N. Cooper ABC of clinical reasoning , 2016 .

[6]  P. Croskerry The Rational Diagnostician , 2017 .

[7]  P. Croskerry Bias: a normal operating characteristic of the diagnosing brain , 2014, Diagnosis.

[8]  A. Wu,et al.  Clinician mindfulness and patient safety. , 2010, JAMA.

[9]  J. Kassirer,et al.  Learning Clinical Reasoning , 1991 .

[10]  Megan Smith,et al.  Teaching Clinical Reasoning , 2013 .

[11]  P. Croskerry,et al.  Cognitive bias in health leaders , 2017, Healthcare management forum.

[12]  R. Riegelman Minimizing medical mistakes : the art of medical decision making , 1991 .

[13]  Donald M. Berwick,et al.  Counting Deaths Due to Medical Errors—Reply , 2002 .

[14]  K. Stanovich What Intelligence Tests Miss: The Psychology of Rational Thought , 2009 .

[15]  Croskerry Pat Cognitive Bias Mitigation: Becoming Better Diagnosticians , 2017 .

[16]  D. Kahneman Thinking, Fast and Slow , 2011 .

[17]  Walter Schneider,et al.  Controlled and Automatic Human Information Processing: 1. Detection, Search, and Attention. , 1977 .

[18]  Mitigating Evidentiary Bias in Planning and Policy-Making , 2016, International journal of health policy and management.

[19]  L. Shulman,et al.  Medical Problem Solving: An Analysis of Clinical Reasoning , 1978 .

[20]  V. Chopra,et al.  War games and diagnostic errors , 2016, British Medical Journal.

[21]  Jonathan Evans,et al.  Norms for reasoning about decisions , 2011, Behavioral and Brain Sciences.

[22]  Ralph L. Keeney,et al.  Personal Decisions Are the Leading Cause of Death , 2008, Oper. Res..

[23]  Gary O'Reilly,et al.  Dual-process cognitive interventions to enhance diagnostic reasoning: a systematic review , 2016, BMJ Quality & Safety.

[24]  N V Dawson,et al.  Physician judgment in clinical settings: methodological influences and cognitive performance. , 1993, Clinical chemistry.

[25]  Chris Guthrie,et al.  Blinking on the Bench: How Judges Decide Cases , 2007 .

[26]  S. Yetiv,et al.  National Security through a Cockeyed Lens: How Cognitive Bias Impacts U.S. Foreign Policy , 2013 .

[27]  D. Boud,et al.  Reflection, turning experience into learning , 1985 .

[28]  B. Djulbegovic,et al.  Many faces of rationality: Implications of the great rationality debate for clinical decision‐making , 2017, Journal of evaluation in clinical practice.

[29]  K. Stanovich On the distinction between rationality and intelligence: Implications for understanding individual differences in reasoning. , 2012 .

[30]  Jonathan Evans Heuristic and analytic processes in reasoning , 1984 .

[31]  G. Norman,et al.  In Reply to Croskerry and to Patel and Bergl. , 2017, Academic medicine : journal of the Association of American Medical Colleges.

[32]  Pat Croskerry,et al.  A universal model of diagnostic reasoning. , 2009, Academic medicine : journal of the Association of American Medical Colleges.

[33]  K. Stanovich,et al.  Intelligence and Rationality , 2019, The Cambridge Handbook of Intelligence.

[34]  D. Eddy Evidence-based medicine: a unified approach. , 2005, Health affairs.

[35]  P. Croskerry Commentary: Lowly interns, more is merrier, and the Casablanca Strategy. , 2011, Academic medicine : journal of the Association of American Medical Colleges.

[36]  Ashley N. D. Meyer,et al.  The frequency of diagnostic errors in outpatient care: estimations from three large observational studies involving US adult populations , 2014, BMJ quality & safety.

[37]  P. Croskerry Medical Education and the Diagnostic Process , 2017 .

[38]  David N. Perkins,et al.  Outsmarting IQ: The Emerging Science of Learnable Intelligence , 1995 .

[39]  S. Durning,et al.  Clinical Reasoning Education at US Medical Schools: Results from a National Survey of Internal Medicine Clerkship Directors , 2017, Journal of General Internal Medicine.