Cognitive diagnostic error in internal medicine.

Medical error poses an important healthcare burden and a challenge for physicians and policy makers worldwide. Diagnostic error accounts for a substantial fraction of all medical mistakes. Most diagnostic errors have been associated with flaws in clinical reasoning. Empirical evidence on the cognitive mechanisms underlying such flaws and effectiveness of strategies to counteract them is scarce. Recent experimental studies, reviewed in this article, have increased our understanding of the relationship between cognitive factors and diagnostic mistakes. These studies have explored the role of cognitive biases, such as confirmation and availability bias, in diagnostic mistakes. They have suggested that confirmation bias and availability bias may indeed cause diagnostic errors. The latter bias seems to be associated with non-analytical reasoning, and was neutralized by analytical, or reflective, reasoning. Although non-analytical reasoning is a hallmark of clinical expertise, reflective reasoning was shown to improve diagnoses when cases are complex. Research on cognitive diagnostic mistakes remains a quite novel line of investigation. Follow-up studies that shine more light on the cognitive roots of, and cure for, diagnostic errors are needed.

[1]  M. Brezis,et al.  Mass media-induced availability bias in the clinical suspicion of West Nile fever. , 2004, Annals of internal medicine.

[2]  C. Landrigan,et al.  Temporal trends in rates of patient harm resulting from medical care. , 2010, The New England journal of medicine.

[3]  T. Brennan,et al.  Costs of medical injuries in Utah and Colorado. , 1999, Inquiry : a journal of medical care organization, provision and financing.

[4]  N. Franklin,et al.  Diagnostic error in internal medicine. , 2005, Archives of internal medicine.

[5]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[6]  I. Dror,et al.  Contextual information renders experts vulnerable to making erroneous identifications. , 2006, Forensic science international.

[7]  N. Christenfeld,et al.  Increase in US medication-error deaths , 1998, The Lancet.

[8]  P. Wason On the Failure to Eliminate Hypotheses in a Conceptual Task , 1960 .

[9]  Melonie P. Heron Deaths: leading causes for 2008. , 2010, National vital statistics reports : from the Centers for Disease Control and Prevention, National Center for Health Statistics, National Vital Statistics System.

[10]  Jonathan Evans In two minds: dual-process accounts of reasoning , 2003, Trends in Cognitive Sciences.

[11]  Daniel Kahneman,et al.  Availability: A heuristic for judging frequency and probability , 1973 .

[12]  R. Rikers,et al.  Initial diagnostic hypotheses bias analytic information processing in non‐visual domains , 2008, Medical education.

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

[14]  P. Croskerry The Importance of Cognitive Errors in Diagnosis and Strategies to Minimize Them , 2003, Academic medicine : journal of the Association of American Medical Colleges.

[15]  R Shaw,et al.  Adverse events and near miss reporting in the NHS , 2005, Quality and Safety in Health Care.

[16]  Vicki R Leblanc,et al.  Teaching from the clinical reasoning literature: combined reasoning strategies help novice diagnosticians overcome misleading information , 2007, Medical education.

[17]  D. Bates,et al.  The “To Err is Human” report and the patient safety literature , 2006, Quality and Safety in Health Care.

[18]  Nancy Franklin,et al.  Reducing Diagnostic Errors in Medicine: What's the Goal? , 2002, Academic medicine : journal of the Association of American Medical Colleges.

[19]  E. Ackermann The Quality in Australian Health Care Study. , 1996, The Medical journal of Australia.

[20]  L R Brooks,et al.  The correlation of feature identification and category judgments in diagnostic radiology , 1992, Memory & cognition.

[21]  R. Gibberd,et al.  Epidemiology of medical error , 2000, BMJ : British Medical Journal.

[22]  Melonie P. Heron Deaths: Leading Causes for 2012. , 2015, National vital statistics reports : from the Centers for Disease Control and Prevention, National Center for Health Statistics, National Vital Statistics System.

[23]  T. Gilovich,et al.  Biased evaluation and persistence in gambling. , 1983, Journal of personality and social psychology.

[24]  Michael Weinstock,et al.  How Well Do Jurors Reason? Competence Dimensions of Individual Variation in a Juror Reasoning Task , 1994 .

[25]  R. Rikers,et al.  Accepting Diagnostic Suggestions by Residents: A Potential Cause of Diagnostic Error in Medicine , 2012, Teaching and learning in medicine.

[26]  Francis T. Durso,et al.  Health Care, Aviation, and Ecosystems , 2010 .

[27]  N. Madias,et al.  Serum creatinine as an index of renal function: new insights into old concepts. , 1992, Clinical chemistry.

[28]  Gerald Doppelt,et al.  The moral limits of Feinberg's liberalism , 1993 .

[29]  G. Gigerenzer Dread Risk, September 11, and Fatal Traffic Accidents , 2004, Psychological science.

[30]  L. Brooks,et al.  Effect of a Diagnostic Suggestion on Diagnostic Accuracy and Identification of Clinical Features , 2001, Academic medicine : journal of the Association of American Medical Colleges.

[31]  R. Nickerson Confirmation Bias: A Ubiquitous Phenomenon in Many Guises , 1998 .

[32]  Silvia Mamede,et al.  The structure of reflective practice in medicine , 2004, Medical education.

[33]  Henk G Schmidt,et al.  Breaking down automaticity: case ambiguity and the shift to reflective approaches in clinical reasoning , 2007, Medical education.

[34]  R. Baumeister,et al.  Toward a Physiology of Dual-Process Reasoning and Judgment: Lemonade, Willpower, and Expensive Rule-Based Analysis , 2008, Psychological science.

[35]  P. Slovic Perception of risk. , 1987, Science.

[36]  Kathryn M McDonald,et al.  Changes in rates of autopsy-detected diagnostic errors over time: a systematic review. , 2003, JAMA.

[37]  C J McDonald,et al.  Medical Heuristics: The Silent Adjudicators of Clinical Practice , 1996, Annals of Internal Medicine.

[38]  Geoffrey R. Norman,et al.  Impact of a clinical scenario on accuracy of electrocardiogram interpretation , 1999, Journal of General Internal Medicine.

[39]  S. Miller,et al.  Systematic Review: The Relationship Between Clinical Experience and Quality of Health Care , 2006 .

[40]  Lee Brooks,et al.  Non‐analytical models of clinical reasoning: the role of experience , 2007, Medical education.

[41]  Robert B. Stacey Report on the Erroneous Fingerprint Individualization in the Madrid Train Bombing Case , 2005 .

[42]  Nicholas Christenfeld,et al.  Increase in US medication-error deaths between 1983 and 1993 , 1998, The Lancet.

[43]  Tamara van Gog,et al.  Effect of availability bias and reflective reasoning on diagnostic accuracy among internal medicine residents. , 2010, JAMA.

[44]  Hardeep Singh,et al.  Identifying diagnostic errors in primary care using an electronic screening algorithm. , 2007, Archives of internal medicine.

[45]  Donald Redelmeier,et al.  The Cognitive Psychology of Missed Diagnoses , 2005, Annals of Internal Medicine.

[46]  K. Eva,et al.  Diagnostic error and clinical reasoning , 2010, Medical education.

[47]  T. Brennan,et al.  INCIDENCE OF ADVERSE EVENTS AND NEGLIGENCE IN HOSPITALIZED PATIENTS , 2008 .

[48]  J. Klein,et al.  Five pitfalls in decisions about diagnosis and prescribing , 2005, BMJ : British Medical Journal.

[49]  K. Fiedler,et al.  The effects of routine strength on adaptation and information search in recurrent decision making. , 2001, Organizational behavior and human decision processes.

[50]  J. Greenberg,et al.  Toward an integration of cognitive and motivational perspectives on social inference: A biased hypothesis-testing model , 1987 .

[51]  D. Kahneman A perspective on judgment and choice: mapping bounded rationality. , 2003, The American psychologist.

[52]  L. Kohn,et al.  To Err Is Human : Building a Safer Health System , 2007 .

[53]  Jonathan Evans Dual-processing accounts of reasoning, judgment, and social cognition. , 2008, Annual review of psychology.

[54]  K. Eva What every teacher needs to know about clinical reasoning , 2005, Medical education.

[55]  S. Mamede,et al.  Effects of reflective practice on the accuracy of medical diagnoses , 2008, Medical education.

[56]  H. Schmidt,et al.  On acquiring expertise in medicine , 1993 .

[57]  Henk G. Schmidt,et al.  Conscious thought beats deliberation without attention in diagnostic decision-making: at least when you are an expert , 2010, Psychological research.

[58]  B. Bornstein,et al.  Rationality in medical decision making: a review of the literature on doctors' decision-making biases. , 2001, Journal of evaluation in clinical practice.

[59]  J. Vitaller-Burillo,et al.  Impact and preventability of adverse events in Spanish public hospitals: results of the Spanish National Study of Adverse Events (ENEAS). , 2009, International journal for quality in health care : journal of the International Society for Quality in Health Care.

[60]  T. Brennan,et al.  Incidence of adverse events and negligence in hospitalized patients. , 1991, The New England journal of medicine.

[61]  Vinod Goel,et al.  Explaining modulation of reasoning by belief , 2003, Cognition.

[62]  C Wagner,et al.  Adverse events and potentially preventable deaths in Dutch hospitals: results of a retrospective patient record review study , 2002, Quality & Safety in Health Care.

[63]  L. Goldman,et al.  The value of the autopsy in three medical eras. , 1983, The New England journal of medicine.

[64]  L. Brooks,et al.  Believing Is Seeing: The Influence of a Diagnostic Hypothesis on the Interpretation of Clinical Features , 2002, Academic medicine : journal of the Association of American Medical Colleges.

[65]  N V Dawson,et al.  Systematic errors in medical decision making: judgment limitations. , 1987, Journal of general internal medicine.

[66]  E. Thomas,et al.  Understanding diagnostic errors in medicine: a lesson from aviation , 2006, Quality and Safety in Health Care.

[67]  R. Rikers,et al.  Consistency in diagnostic suggestions does not influence the tendency to accept them , 2012, Canadian medical education journal.

[68]  T. Betsch,et al.  Explaining Routinized Decision Making , 2002 .

[69]  T. Brennan,et al.  Incidence and types of adverse events and negligent care in Utah and Colorado. , 2000, Medical care.

[70]  Geoff Norman,et al.  Dual processing and diagnostic errors , 2009, Advances in health sciences education : theory and practice.

[71]  A. Elstein,et al.  Clinical reasoning in medicine. , 1995 .

[72]  A. Elstein,et al.  Clinical problem solving and diagnostic decision making: selective review of the cognitive literature , 2002, BMJ : British Medical Journal.

[73]  H. Schmidt,et al.  A cognitive perspective on medical expertise: theory and implication [published erratum appears in Acad Med 1992 Apr;67(4):287] , 1990, Academic medicine : journal of the Association of American Medical Colleges.

[74]  Jonathan S. Evans,et al.  Bias in human reasoning , 1990 .

[75]  K. Berbaum,et al.  Tentative diagnoses facilitate the detection of diverse lesions in chest radiographs. , 1986, Investigative radiology.

[76]  Donald A Redelmeier,et al.  Improving patient care. The cognitive psychology of missed diagnoses. , 2005, Annals of internal medicine.

[77]  Geoffrey R. Norman,et al.  The Non-Analytical Basis of Clinical Reasoning , 1997, Advances in health sciences education : theory and practice.

[78]  B. Fischhoff,et al.  Judged frequency of lethal events , 1978 .

[79]  C. Vincent,et al.  Adverse events in British hospitals: preliminary retrospective record review , 2001, BMJ : British Medical Journal.

[80]  K. Eva,et al.  The difficulty with experience: Does practice increase susceptibility to premature closure? , 2006, The Journal of continuing education in the health professions.