Improving diagnosis by improving education: a policy brief on education in healthcare professions

Abstract Diagnostic error is increasingly recognized as a major patient safety concern. Efforts to improve diagnosis have largely focused on safety and quality improvement initiatives that patients, providers, and health care organizations can take to improve the diagnostic process and its outcomes. This educational policy brief presents an alternative strategy for improving diagnosis, centered on future healthcare providers, to improve the education and training of clinicians in every health care profession. The hypothesis is that we can improve diagnosis by improving education. A literature search was first conducted to understand the relationship of education and training to diagnosis and diagnostic error in different health care professions. Based on the findings from this search we present the justification for focusing on education and training, recommendations for specific content that should be incorporated to improve diagnosis, and recommendations on educational approaches that should be used. Using an iterative, consensus-based process, we then developed a driver diagram that categorizes the key content into five areas. Learners should: 1) Acquire and effectively use a relevant knowledge base, 2) Optimize clinical reasoning to reduce cognitive error, 3) Understand system-related aspects of care, 4) Effectively engage patients and the diagnostic team, and 5) Acquire appropriate perspectives and attitudes about diagnosis. These domains echo recommendations in the National Academy of Medicine’s report Improving Diagnosis in Health Care. The National Academy report suggests that true interprofessional education and training, incorporating recent advances in understanding diagnostic error, and improving clinical reasoning and other aspects of education, can ultimately improve diagnosis by improving the knowledge, skills, and attitudes of all health care professionals.

[1]  Traber Davis,et al.  Test results management and distributed cognition in electronic health record–enabled primary care , 2018, Health Informatics J..

[2]  C. Carraccio,et al.  Toward Competency-Based Medical Education. , 2018, The New England journal of medicine.

[3]  Katrina A. Armstrong,et al.  Toward a Culture of Scientific Inquiry - The Role of Medical Teaching Services. , 2018, The New England journal of medicine.

[4]  A. Pereira,et al.  Criterion-Based Assessment in a Norm-Based World: How Can We Move Past Grades? , 2017, Academic medicine : journal of the Association of American Medical Colleges.

[5]  P. Schulz,et al.  Debiasing Health-Related Judgments and Decision Making: A Systematic Review , 2018, Medical decision making : an international journal of the Society for Medical Decision Making.

[6]  Pat Croskerry,et al.  A Model for Clinical Decision-Making in Medicine , 2017, Medical Science Educator.

[7]  Melinda D. Sawyer,et al.  Defining the critical role of nurses in diagnostic error prevention: a conceptual framework and a call to action , 2017, Diagnosis.

[8]  Tina Nabatchi,et al.  The new diagnostic team , 2017, Diagnosis.

[9]  Emily Borman-Shoap,et al.  Education for the Next Frontier in Patient Safety: A Longitudinal Resident Curriculum on Diagnostic Error , 2017, American journal of medical quality : the official journal of the American College of Medical Quality.

[10]  M. Graber,et al.  Diagnosis: Interpreting the Shadows , 2017 .

[11]  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.

[12]  S. Oliver,et al.  Critical thinking in healthcare and education , 2017, British Medical Journal.

[13]  Timothy J. Wood,et al.  The Use of the Delphi and Other Consensus Group Methods in Medical Education Research: A Review , 2016, Academic medicine : journal of the Association of American Medical Colleges.

[14]  Jonathan Sherbino,et al.  The Causes of Errors in Clinical Reasoning: Cognitive Biases, Knowledge Deficits, and Dual Process Thinking , 2017, Academic medicine : journal of the Association of American Medical Colleges.

[15]  A. Gawande,et al.  Cluster randomized trial to evaluate the impact of team training on surgical outcomes , 2016, The British journal of surgery.

[16]  F. Papa A Dual Processing Theory Based Approach to Instruction and Assessment of Diagnostic Competencies , 2016 .

[17]  M. Dangiolo The Dangers of Labeling. , 2016, Academic medicine : journal of the Association of American Medical Colleges.

[18]  S. Weiner,et al.  Contextual Errors in Medical Decision Making: Overlooked and Understudied. , 2016, Academic medicine : journal of the Association of American Medical Colleges.

[19]  D. P. Baker,et al.  The Relation between Teamwork and Patient Safety , 2016 .

[20]  Gurpreet Dhaliwal,et al.  Premature closure? Not so fast , 2016, BMJ Quality & Safety.

[21]  Sudeh Cheraghi-Sohi,et al.  The Effectiveness of Electronic Differential Diagnoses (DDX) Generators: A Systematic Review and Meta-Analysis , 2016, PloS one.

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

[23]  F. Papa,et al.  Evidence of the preferential use of disease prototypes over case exemplars among early year one medical students prior to and following diagnostic training , 2015, Diagnosis.

[24]  J. Ioannidis,et al.  Inadequacies of Physical Examination as a Cause of Medical Errors and Adverse Events: A Collection of Vignettes. , 2015, The American journal of medicine.

[25]  Ericsson Ka,et al.  Acquisition and maintenance of medical expertise: a perspective from the expert-performance approach with deliberate practice. , 2015 .

[26]  C. Vincent,et al.  The outcomes of recent patient safety education interventions for trainee physicians and medical students: a systematic review , 2015, BMJ Open.

[27]  Derek Bell,et al.  Designing quality improvement initiatives: the action effect method, a structured approach to identifying and articulating programme theory , 2014, BMJ quality & safety.

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

[29]  Ashley N. D. Meyer,et al.  Patient-initiated second opinions: systematic review of characteristics and impact on diagnosis, treatment, and satisfaction. , 2014, Mayo Clinic proceedings.

[30]  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.

[31]  Jonathan Tolentino,et al.  Entrustment and Mapping of Observable Practice Activities for Resident Assessment , 2014, Journal of General Internal Medicine.

[32]  Lori R. Newman,et al.  Critical Thinking in Health Professions Education: Summary and Consensus Statements of the Millennium Conference 2011 , 2014, Teaching and learning in medicine.

[33]  Steven J Durning,et al.  Assessing clinical reasoning: moving from in vitro to in vivo , 2014, Diagnosis.

[34]  Jason Maude,et al.  Differential diagnosis: the key to reducing diagnosis error, measuring diagnosis and a mechanism to reduce healthcare costs , 2014, Diagnosis.

[35]  The diagnostic field’s players and interactions: from the inside out , 2014, Diagnosis.

[36]  F. Papa Learning sciences principles that can inform the construction of new approaches to diagnostic training , 2014, Diagnosis.

[37]  Gurpreet Dhaliwal,et al.  Developing teachers of clinical reasoning , 2013, The clinical teacher.

[38]  Pat Croskerry,et al.  Cognitive debiasing 2: impediments to and strategies for change , 2013, BMJ quality & safety.

[39]  Jennifer S Myers,et al.  Teaching about how doctors think: a longitudinal curriculum in cognitive bias and diagnostic error for residents , 2013, BMJ quality & safety.

[40]  A. Detsky,et al.  The evolution of the master diagnostician. , 2013, JAMA.

[41]  R. Englander,et al.  Toward a Common Taxonomy of Competency Domains for the Health Professions and Competencies for Physicians , 2013, Academic medicine : journal of the Association of American Medical Colleges.

[42]  Kathryn M McDonald,et al.  The patient is in: patient involvement strategies for diagnostic error mitigation , 2013, BMJ quality & safety.

[43]  S. Mamede,et al.  Cognitive debiasing 1: origins of bias and theory of debiasing , 2013, BMJ quality & safety.

[44]  M. Graber The incidence of diagnostic error in medicine , 2013, BMJ quality & safety.

[45]  Kerm Henriksen,et al.  The pursuit of better diagnostic performance: a human factors perspective , 2013, BMJ quality & safety.

[46]  Michael D. Reis,et al.  Types and origins of diagnostic errors in primary care settings. , 2013, JAMA internal medicine.

[47]  G. Norman,et al.  Assessing diagnostic reasoning: a consensus statement summarizing theory, practice, and future needs. , 2012, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[48]  I. Heath The art of doing nothing , 2012, Huisarts en wetenschap.

[49]  A. Schattner Revitalizing the history and clinical examination. , 2012, The American journal of medicine.

[50]  Hardeep Singh,et al.  System-related interventions to reduce diagnostic errors: a narrative review , 2011, BMJ quality & safety.

[51]  K. Eva,et al.  Adjusting our lens: can developmental differences in diagnostic reasoning be harnessed to improve health professional and trainee assessment? , 2011, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[52]  S. Wayne,et al.  The Association Between Intolerance of Ambiguity and Decline in Medical Students' Attitudes Toward the Underserved , 2011, Academic medicine : journal of the Association of American Medical Colleges.

[53]  S. Crandall,et al.  Commentary: ambiguity and uncertainty: neglected elements of medical education curricula? , 2011, Academic medicine : journal of the Association of American Medical Colleges.

[54]  S. Brace,et al.  Human factors and error prevention in emergency medicine , 2011, Emergency Medicine Journal.

[55]  Paul Ogden,et al.  What can medical education learn from the neurobiology of learning? , 2011, Academic medicine : journal of the Association of American Medical Colleges.

[56]  A. Schwartz,et al.  Medical Decision Making and Medical Education: Challenges and Opportunities , 2011, Perspectives in biology and medicine.

[57]  Itiel Dror,et al.  A novel approach to minimize error in the medical domain: Cognitive neuroscientific insights into training , 2011, Medical teacher.

[58]  Kaveh G Shojania,et al.  Teaching Quality Improvement and Patient Safety to Trainees: A Systematic Review , 2010, Academic medicine : journal of the Association of American Medical Colleges.

[59]  J. Sweller,et al.  Cognitive load theory in health professional education: design principles and strategies , 2010, Medical education.

[60]  Kevin W Eva,et al.  Diagnostic error in medical education: where wrongs can make rights , 2009, Advances in health sciences education : theory and practice.

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

[62]  K. A. Ericsson,et al.  Deliberate practice and acquisition of expert performance: a general overview. , 2008, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[63]  Lisa Rosenbaum Living unlabeled--diagnosis and disorder. , 2008, The New England journal of medicine.

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

[65]  Remy Rikers,et al.  Diagnostic errors and reflective practice in medicine. , 2007, Journal of evaluation in clinical practice.

[66]  Geoffrey Norman,et al.  Building on experience--the development of clinical reasoning. , 2006, The New England journal of medicine.

[67]  J. Bowen Educational strategies to promote clinical diagnostic reasoning. , 2006, The New England journal of medicine.

[68]  Olle ten Cate,et al.  Entrustability of professional activities and competency‐based training , 2005 .

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

[70]  G. Norman Research in clinical reasoning: past history and current trends , 2005, Medical education.

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

[72]  David I Lewin,et al.  Diagnostic Failure: A Cognitive and Affective Approach -- Advances in Patient Safety: From Research to Implementation (Volume 2: Concepts and Methodology) , 2005 .

[73]  R. Glavin,et al.  Integrating human factors into the medical curriculum , 2003, Medical education.

[74]  Nancy J. Cooke,et al.  Advances in Measuring Team Cognition , 2003 .

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

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

[77]  D A Redelmeier,et al.  Problems for clinical judgement: introducing cognitive psychology as one more basic science. , 2001, CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne.

[78]  Gary Klein,et al.  Sources of Power: How People Make Decisions , 2017 .

[79]  F J Papa,et al.  Further evidence of the relationship between case typicality and diagnostic performance: implications for medical education , 1996, Academic medicine : journal of the Association of American Medical Colleges.

[80]  Our stubborn quest for diagnostic certainty. , 1989, The New England journal of medicine.

[81]  M. Chi,et al.  The Nature of Expertise , 1988 .