Diagnostic error in medical education: where wrongs can make rights
Abstract
This paper examines diagnostic error from an educational perspective. Rather than addressing the question of how educators in the health professions can help learners avoid error, however, the literature reviewed leads to the conclusion that educators should be working to induce error in learners, leading them to short term pain for long term gain. A variety of literatures are reviewed that suggest errors in performance are necessary pre-conditions for learning to occur such that an aversion to errors, while more comforting to the learner, is counter-productive. Similarly, research is reviewed that suggests strategies aimed at avoiding heuristic-driven diagnostic errors may successfully reduce those types of errors, but may do so at the expense of inducing errors of comprehensiveness. Taken together, the variety of studies contained suggest that diagnostic errors are often beneficial and that we as an educational community should strive to determine how to harness their pedagogical and diagnostic benefits rather than simply trying to eliminate mistakes entirely.
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Previous work in both clinical and lay domains has suggested that, when left to our own devices, we judge ourselves to have achieved proficiency when the rate at which we are learning from additional experiences declines rather than judging proficiency based on the actual level of performance achieved.
“Previous work in both clinical and lay domains has suggested that, when left to our own devices, we judge ourselves to have achieved proficiency when the rate at which we are learning from additional experiences declines (i.e., rather than judging proficiency based on the actual level of performance achieved; Eva 2009).”
From Factors influencing responsiveness to feedback: On the interplay between fear, confidence, and reasoning processes. (2012) · cites this paper as Eva 2009
Cites
Institute of Medicine (2000) · National Academies Press eBooks · doi:10.17226/9728 · Cited by 14,174 · see citing works
Wall, A. (2000) · British Journal of Healthcare Management · doi:10.12968/bjhc.2000.6.9.19311 · Cited by 5,909 · see citing works
Shute, V. J. (2008) · Review of Educational Research · doi:10.3102/0034654307313795 · Cited by 4,631 · cited 1× · see citing works
“Shute (2008) , after conducting an impressive literature review on formative feedback, comes to the conclusion that while general principles can be developed, one should not adopt a ‘‘one-size-fits-all’’ model of feedback.”
BackgroundTest-Enhanced Learning: Taking Memory Tests Improves Long-Term Retention
Roediger, H. L., & Karpicke, J. D. (2006) · Psychological Science · doi:10.1111/j.1467-9280.2006.01693.x · Cited by 2,867 · see citing works
Self-serving biases in the attribution of causality: Fact or fiction?
Miller, D. T., & Ross, M. (1975) · Psychological Bulletin · doi:10.1037/h0076486 · Cited by 2,575 · see citing works
The Canadian Adverse Events Study: the incidence of adverse events among hospital patients in Canada
Baker, G. R. (2004) · Canadian Medical Association Journal · doi:10.1503/cmaj.1040498 · Cited by 2,337 · see citing works
(1994) · The MIT Press eBooks · doi:10.7551/mitpress/4561.001.0001 · Cited by 1,741 · see citing works
To Err is Human: Building a Safer Health System in 1999.
Stefl, M. E. (2001) · PubMed · Cited by 1,738 · see citing works
The Importance of Cognitive Errors in Diagnosis and Strategies to Minimize Them
Croskerry, P. (2003) · Academic Medicine · doi:10.1097/00001888-200308000-00003 · Cited by 1,675 · see citing works
Strangers to ourselves: discovering the adaptive unconscious
(2003) · Choice Reviews Online · doi:10.5860/choice.40-3712 · Cited by 1,641 · see citing works
Diagnostic error in internal medicine
Graber, M. L., Franklin, N., & Gordon, R. (2005) · Archives of Internal Medicine · doi:10.1001/archinte.165.13.1493 · Cited by 1,549 · see citing works
Medical Problem Solving: An Analysis of Clinical Reasoning
Elstein, A. S., Shulman, L. S., & Sprafka, S. A. (1978) · doi:10.4159/harvard.9780674189089 · Cited by 1,377 · cited 1× · see citing works
“This is a fundamental issue in understanding diagnostic error, as context specificity (the consistent finding of low correlation of performance across problems) will inevitably rear its ugly head ( Elstein et al. 1978 ).”
BackgroundTo err is human. Building a safer health system
Marano, C., Murianni, L., & Sticchi, L. (2005) · Italian Journal of Public Health · doi:10.2427/5972 · Cited by 1,281 · see citing works
Memory and Metamemory Considerations in the Training of Human Beings
Bjork, R. A. (1994) · Metacognition · doi:10.7551/mitpress/4561.003.0011 · Cited by 1,084 · see citing works
Overconfidence as a Cause of Diagnostic Error in Medicine
Berner, E. S., & Graber, M. L. (2008) · The American Journal of Medicine · doi:10.1016/j.amjmed.2008.01.001 · Cited by 1,034 · see citing works
What every teacher needs to know about clinical reasoning
Eva, K. W. (2004) · Medical Education · doi:10.1111/j.1365-2929.2004.01972.x · Cited by 939 · see citing works
Self-citationAchieving Quality in Clinical Decision Making: Cognitive Strategies and Detection of Bias
Croskerry, P. (2002) · Academic Emergency Medicine · doi:10.1111/j.1553-2712.2002.tb01574.x · Cited by 938 · see citing works
Achieving quality in clinical decision making: cognitive strategies and detection of bias
Croskerry, P. (2002) · Academic Emergency Medicine · doi:10.1197/aemj.9.11.1184 · Cited by 938 · see citing works
Metacognition: Knowing about Knowing
Allen, B. (1995) · Information Processing & Management · doi:10.1016/0306-4573(95)80050-4 · Cited by 877 · see citing works
Why Investigate Metacognition?
Nelson, T. O., & Narens, L. (1994) · The MIT Press eBooks · doi:10.7551/mitpress/4561.003.0003 · Cited by 790 · see citing works
Test-enhanced learning in medical education
Larsen, D. P., Butler, A. C., & Roediger III, H. L. (2008) · Medical Education · doi:10.1111/j.1365-2923.2008.03124.x · Cited by 610 · see citing works
Conceptual frameworks to illuminate and magnify
Bordage, G. (2009) · Medical Education · doi:10.1111/j.1365-2923.2009.03295.x · Cited by 479 · see citing works
Testing improves long-term retention in a simulated classroom setting
Butler, A. C., & Roediger, H. L. (2007) · European Journal of Cognitive Psychology · doi:10.1080/09541440701326097 · Cited by 434 · see citing works
Non‐analytical models of clinical reasoning: the role of experience
Norman, G. R., Young, M. E., & Brooks, L. R. (2007) · Medical Education · doi:10.1111/j.1365-2923.2007.02914.x · Cited by 404 · see citing works
Frequent Augmented Feedback Can Degrade Learning: Evidence and Interpretations
Schmidt, R. A. (1991) · Tutorials in Motor Neuroscience · doi:10.1007/978-94-011-3626-6_6 · Cited by 378 · see citing works
Predicting One's Own Forgetting: The Role of Experience-Based and Theory-Based Processes.
Koriat, A., Bjork, R. A., Sheffer, L., & Bar, S. K. (2004) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.133.4.643 · Cited by 343 · see citing works
Assessing Our Own Competence: Heuristics and Illusions
Bjork, R. A. (1999) · The MIT Press eBooks · doi:10.7551/mitpress/1480.003.0023 · Cited by 340 · see citing works
Generalizing test-enhanced learning from the laboratory to the classroom
Mcdaniel, M. A., Roediger, H. L., & Mcdermott, K. B. (2007) · Psychonomic Bulletin & Review · doi:10.3758/bf03194052 · Cited by 326 · see citing works
The effect of testing on skills learning
Kromann, C. B., Jensen, M. L., & Ringsted, C. (2009) · Medical Education · doi:10.1111/j.1365-2923.2008.03245.x · Cited by 315 · see citing works
Analogical encoding facilitates knowledge transfer in negotiation
Loewenstein, J., Thompson, L., & Gentner, D. (1999) · Psychonomic Bulletin & Review · doi:10.3758/bf03212967 · Cited by 294 · see citing works
Tutorials in Motor Neuroscience
Requin, J., & Stelmach, G. E. (1991) · Springer eBooks · doi:10.1007/978-94-011-3626-6 · Cited by 264 · see citing works
Overconfidence in Clinical Decision Making
Croskerry, P., & Norman, G. R. (2008) · The American Journal of Medicine · doi:10.1016/j.amjmed.2008.02.001 · Cited by 263 · see citing works
Study efficacy and the region of proximal learning framework.
Kornell, N., & Metcalfe, J. (2006) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.32.3.609 · Cited by 257 · see citing works
Fluency heuristic: A model of how the mind exploits a by-product of information retrieval.
Hertwig, R., Herzog, S. M., Schooler, L. J., & Reimer, T. O. (2008) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/a0013025 · Cited by 252 · see citing works
The clinical reasoning of randomly selected physicians in general medical practice.
Hs, B., Gr, N., Vr, N., & Jw, F. (1982) · PubMed · Cited by 242 · see citing works
Exploring the Etiology of Content Specificity
Eva, K. W., Neville, A. J., & Norman, G. R. (1998) · Academic Medicine · doi:10.1097/00001888-199810000-00028 · Cited by 220 · see citing works
Self-citationMetacognition in motor learning.
Simon, D. A., & Bjork, R. A. (2001) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.27.4.907 · Cited by 217 · see citing works
Clinical problem‐solving by medical students: a cross‐sectional and longitudinal analysis
Neufeld, V. R., Norman, G. R., Feightner, J., & Barrows, H. S. (1981) · Medical Education · doi:10.1111/j.1365-2923.1981.tb02495.x · Cited by 216 · see citing works
An investigation of medical student reactions to feedback: a randomised controlled trial
Boehler, M. L., Rogers, D. A., Schwind, C. J., Mayforth, R. D., Quin, J. A., Williams, R. G., & Dunnington, G. L. (2006) · Medical Education · doi:10.1111/j.1365-2929.2006.02503.x · Cited by 206 · see citing works
Thinking about diagnostic thinking: a 30-year perspective
Elstein, A. S. (2009) · Advances in Health Sciences Education · doi:10.1007/s10459-009-9184-0 · Cited by 205 · see citing works
The Aging Physician: Changes in Cognitive Processing and Their Impact on Medical Practice
Eva, K. (2002) · Academic medicine : journal of the Association of American Medical Colleges · doi:10.1097/00001888-200210001-00002 · Cited by 197 · see citing works
Self-citationNeedham, D. R., & Begg, I. M. (1991) · Memory & Cognition · doi:10.3758/bf03197150 · Cited by 196 · see citing works
Engel, B. T. (1967) · Archives of General Psychiatry · doi:10.1001/archpsyc.1967.01730230058008 · Cited by 185 · see citing works
On the generality of specificity
Eva, K. W. (2003) · Medical Education · doi:10.1046/j.1365-2923.2003.01563.x · Cited by 182 · see citing works
Self-citationThe Development of Expertise in Dermatology
Norman, G. R. (1989) · Archives of Dermatology · doi:10.1001/archderm.1989.01670200039005 · Cited by 180 · see citing works
The effects of information order and learning mode on schema abstraction
Elio, R., & Anderson, J. R. (1984) · Memory & Cognition · doi:10.3758/bf03196994 · Cited by 169 · see citing works
Minimizing Diagnostic Error: The Importance of Follow-up and Feedback
Schiff, G. D. (2008) · The American Journal of Medicine · doi:10.1016/j.amjmed.2008.02.004 · Cited by 157 · see citing works
Ark, T. K., Brooks, L. R., & Eva, K. W. (2006) · Academic Medicine · doi:10.1097/00001888-200604000-00017 · Cited by 137 · see citing works
Self-citationSurgical skill acquisition with self-directed practice using computer-based video training
Jowett, N., LeBlanc, V. R., Xeroulis, G., MacRae, H., & Dubrowski, A. (2007) · The American Journal of Surgery · doi:10.1016/j.amjsurg.2006.11.003 · Cited by 134 · see citing works
Kopp, V., Stark, R., & Fischer, M. R. (2008) · Medical Education · doi:10.1111/j.1365-2923.2008.03122.x · Cited by 123 · see citing works
Smart strategies for doctors and doctors‐in‐training: heuristics in medicine
Wegwarth, O., Gaissmaier, W., & Gigerenzer, G. (2009) · Medical Education · doi:10.1111/j.1365-2923.2009.03359.x · Cited by 107 · see citing works
Replacing Hindsight With Insight: Toward Better Understanding of Diagnostic Failures
Wears, R. L., & Nemeth, C. (2006) · Annals of Emergency Medicine · doi:10.1016/j.annemergmed.2006.08.027 · Cited by 101 · see citing works
Kulatunga-Moruzi, C., Brooks, L. R., & Norman, G. R. (2001) · Teaching and Learning in Medicine · doi:10.1207/s15328015tlm1302_6 · Cited by 97 · see citing works
Doctors’ perceptions of why 360‐degree feedback does (not) work: a qualitative study
Overeem, K., Wollersheim, H. C. H., Driessen, E. W., Lombarts, K. M. J. M. H., van de Ven, G., Grol, R. P. T. M., & Arah, O. A. (2009) · Medical Education · doi:10.1111/j.1365-2923.2009.03439.x · Cited by 93 · see citing works
Influence of a Single Example on Subsequent Electrocardiogram Interpretation
Hatala, R. M., Norman, G. R., & Brooks, L. R. (1999) · Teaching and Learning in Medicine · doi:10.1207/s15328015tl110210 · Cited by 78 · see citing works
Mylopoulos, M., & Scardamalia, M. (2008) · Medical Education · doi:10.1111/j.1365-2923.2008.03153.x · Cited by 72 · see citing works
The difficulty with experience: Does practice increase susceptibility to premature closure?
Eva, K. W., & Cunnington, J. P. W. (2006) · Journal of Continuing Education in the Health Professions · doi:10.1002/chp.69 · Cited by 72 · see citing works
Self-citationPermanent small groups: Group dynamics, learning, and change
Pereles, L., Lockyer, J., & Fidler, H. (2002) · Journal of Continuing Education in the Health Professions · doi:10.1002/chp.1340220404 · Cited by 53 · see citing works
Shifting medical education from the icebox to the refrigerator
Berner, E. S. (1998) · Academic Medicine · doi:10.1097/00001888-199801000-00001 · Cited by 31 · see citing works
Gayed, N. M. (2002) · Academic Medicine · doi:10.1097/00001888-200201000-00001 · Cited by 28 · see citing works
Reducing Errors through Work System Improvements
Spath, P. L. (2011) · doi:10.1002/9781394322039.ch11 · Cited by 4 · see citing works
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Cognitive interventions to reduce diagnostic error: a narrative review
Graber, M. L., KISSAM, S. M., Payne, V. L., Meyer, A. N. D., Sorensen, A. V., Lenfestey, N. F., Tant, E. M., Henriksen, K., LaBresh, K. A., & Singh, H. (2012) · BMJ Quality & Safety · doi:10.1136/bmjqs-2011-000149 · Cited by 448 · see citing works
Eva, K. W., Armson, H., Holmboe, E., Lockyer, J., Loney, E., Mann, K., & Sargeant, J. (2012) · Advances in Health Sciences Education · doi:10.1007/s10459-011-9290-7 · Cited by 402 · see citing works
Self-citationHelping medical learners recognise and manage unconscious bias toward certain patient groups
Teal, C. R., Gill, A. C., Green, A. R., & Crandall, S. J. S. (2011) · Medical Education · doi:10.1111/j.1365-2923.2011.04101.x · Cited by 184 · see citing works
Towards a program of assessment for health professionals: from training into practice
Eva, K. W., Bordage, G., Campbell, C. B., Galbraith, R. M., Ginsburg, S., Holmboe, E. S., & Regehr, G. (2015) · Advances in Health Sciences Education · doi:10.1007/s10459-015-9653-6 · Cited by 181 · see citing works
Self-citationA New Concept of Unsupervised Learning: Directed Self-Guided Learning in the Health Professions
Brydges, R., Dubrowski, A., & Regehr, G. (2010) · Academic Medicine · doi:10.1097/acm.0b013e3181ed4c96 · Cited by 143 · see citing works
Cooper, N. S., Bartlett, M., Gay, S. P., Hammond, A., Lillicrap, M., Matthan, J., Singh, M., & On behalf of the UK Clinical Reasoning in Medical Education (CReME) consensus statement group (2020) · Medical Teacher · doi:10.1080/0142159x.2020.1842343 · Cited by 147 · see citing works
Building theories of knowledge translation interventions: Use the entire menu of constructs
Brehaut, J. C., & Eva, K. W. (2012) · Implementation Science · doi:10.1186/1748-5908-7-114 · Cited by 120 · see citing works
Self-citationTwelve tips for teaching expertise in clinical reasoning
Rencic, J. J. (2011) · Medical Teacher · doi:10.3109/0142159x.2011.558142 · Cited by 106 · see citing works
Whole mind and shared mind in clinical decision-making
Epstein, R. M. (2012) · Patient Education and Counseling · doi:10.1016/j.pec.2012.06.035 · Cited by 104 · see citing works
Pelaccia, T., Tardif, J., Triby, E., Ammirati, C., Bertrand, C., Dory, V., & Charlin, B. (2014) · Annals of Emergency Medicine · doi:10.1016/j.annemergmed.2014.05.003 · Cited by 97 · see citing works
Diagnostic Reasoning: Where We've Been, Where We’re Going
Monteiro, S., & Norman, G. R. (2013) · Teaching and Learning in Medicine · doi:10.1080/10401334.2013.842911 · Cited by 98 · see citing works
Yao, S. Z., Wang, X., Yu, H. C., & Guchait, P. (2019) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2018.12.009 · Cited by 93 · see citing works
Imperfect practice makes perfect: error management training improves transfer of learning
Dyre, L., Tabor, A., Ringsted, C. V., & Tolsgaard, M. G. (2016) · Medical Education · doi:10.1111/medu.13208 · Cited by 83 · see citing works
Improving diagnosis by improving education: a policy brief on education in healthcare professions
Graber, M. L., Rencic, J. J., Rusz, D., Papa, F. J., Croskerry, P., Zierler, B. K., Harkless, G., Giuliano, M., Schoenbaum, S. C., Colford, C. M., et al. (2018) · Diagnosis · doi:10.1515/dx-2018-0033 · Cited by 84 · see citing works
The Problem With Competencies in Global Health Education
Eichbaum, Q. G. (2015) · Academic Medicine · doi:10.1097/acm.0000000000000665 · Cited by 71 · see citing works
Cognitive Aspect of Diagnostic Errors
Phua, D. H., & Tan, N. C. (2013) · Annals of the Academy of Medicine Singapore · doi:10.47102/annals-acadmedsg.v42n1p33 · Cited by 63 · see citing works
Young, J. E., Williamson, M. I., & Egan, T. G. (2015) · Advances in Health Sciences Education · doi:10.1007/s10459-015-9611-3 · Cited by 63 · see citing works
Interprofessional team management in pediatric critical care: some challenges and possible solutions
Stocker, M., Pilgrim, S., Burmester, M., Allen, M. L., & Gijselaers, W. (2016) · Journal of Multidisciplinary Healthcare · doi:10.2147/jmdh.s76773 · Cited by 61 · see citing works
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McGregor, C. A., Paton, C. C., Thomson, C., Chandratilake, M. N., & Scott, H. (2012) · Medical Teacher · doi:10.3109/0142159x.2012.670323 · Cited by 56 · see citing works
Errors as allies: error management training in health professions education
King, A. E. A., Holder, M. G., & Ahmed, R. A. (2013) · BMJ Quality & Safety · doi:10.1136/bmjqs-2012-000945 · Cited by 55 · see citing works
Does student confidence on multiple‐choice question assessments provide useful information?
Curtis, D. A., Lind, S. L., Boscardin, C., & Dellinges, M. A. (2013) · Medical Education · doi:10.1111/medu.12147 · Cited by 52 · see citing works
Palominos, E., Levett-Jones, T. L., Power, T., & Martínez‐Maldonado, R. (2019) · Nurse Education Today · doi:10.1016/j.nedt.2019.02.013 · Cited by 49 · see citing works
Frèrejean, J., van Merriënboer, J. J. G., Condron, C. M., Strauch, U., & Eppich, W. (2023) · Advances in Simulation · doi:10.1186/s41077-023-00242-7 · Cited by 49 · see citing works
A growth mindset approach to preparing trainees for medical error
Klein, J. G., Delany, C. M., Fischer, M. D., Smallwood, D., & Trumble, S. (2017) · BMJ Quality & Safety · doi:10.1136/bmjqs-2016-006416 · Cited by 48 · see citing works
Influences on medical students’ self‐regulated learning after test completion
Agrawal, S., Norman, G. R., & Eva, K. W. (2012) · Medical Education · doi:10.1111/j.1365-2923.2011.04150.x · Cited by 41 · see citing works
Self-citationCan we improve the detection rate and interobserver agreement in capsule endoscopy?
Rondonotti, E., Soncini, M., Girelli, C. M., Russo, A. G., Ballardini, G., Bianchi, G., Cantù, P., Centenara, L., Cesari, P., Cortelezzi, C. C., et al. (2012) · Digestive and Liver Disease · doi:10.1016/j.dld.2012.06.014 · Cited by 42 · see citing works
Richmond, A., Cooper, N. S., Gay, S. P., Atiomo, W., & Patel, R. M. (2020) · Medical Education · doi:10.1111/medu.14137 · Cited by 43 · see citing works
Sonnadara, R., Garbedian, S., Safir, O. A., Mui, C., Mironova, P., Nousiainen, M. T., Ferguson, P. C., Alman, B. A., Kraemer, W. J., & Reznick, R. K. (2013) · Surgery · doi:10.1016/j.surg.2013.05.003 · Cited by 38 · see citing works
How Medical Error Shapes Physicians’ Perceptions of Learning: An Exploratory Study
Shepherd, L. G., LaDonna, K. A., Cristancho, S., & Chahine, S. (2019) · Academic Medicine · doi:10.1097/acm.0000000000002752 · Cited by 36 · see citing works
Medication error encouragement training: A quasi-experimental study
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Teaching and assessing procedural skills: a qualitative study
Touchie, C., Humphrey-Murto, S. M., & Varpio, L. (2013) · BMC Medical Education · doi:10.1186/1472-6920-13-69 · Cited by 32 · see citing works
Cucchetti, A., Evans, D., Gardini, A. C., Piscaglia, F., Maroni, L., Odaldi, F., & Ercolani, G. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17031058 · Cited by 21 · see citing works
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Hawkins, R. E., Irons, M., Welcher, C. M., Pouwels, M. V., Holmboe, E. S., Reisdorff, E. J., Cohen, J. M., Dentzer, S., Nichols, D. G., Lien, C. A., et al. (2016) · Academic Medicine · doi:10.1097/acm.0000000000001291 · Cited by 21 · see citing works
Self-citationLearning echocardiography- what are the challenges and what may favour learning? A qualitative study
Dieden, A., Carlson, E., & Gudmundsson, P. (2019) · BMC Medical Education · doi:10.1186/s12909-019-1656-1 · Cited by 18 · see citing works
Bowen, J. L., Ilgen, J. S., Regehr, G., ten Cate, O., Irby, D. M., & OʼBrien, B. C. (2019) · Academic Medicine · doi:10.1097/acm.0000000000002831 · Cited by 17 · see citing works
Nivala, M., Säljö, R., Rystedt, H., Kronqvist, P., & Lehtinen, E. (2012) · Instructional Science · doi:10.1007/s11251-012-9215-8 · Cited by 15 · see citing works
Mayer, A., Domingues, V. D. S., Hege, I., Kononowicz, A. A., Moles, M. L., Martínez‐Jarreta, B., Rodríguez-Molina, D., Sousa‐Pinto, B., Sudacka, M., & Morin, L. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19106175 · Cited by 13 · see citing works
Williamson, M. I., Walker, T. C., Egan, T. G., Storr, E., Ross, J., & Kenrick, K. (2013) · Teaching and Learning in Medicine · doi:10.1080/10401334.2013.772016 · Cited by 13 · see citing works
Brand, G., Bonnamy, J., Dix, S., Morphet, J., Molloy, R., Davis, J., Challis, H., Watts, A., Daniel, M. M., D’Astoli, P., et al. (2024) · Medical Teacher · doi:10.1080/0142159x.2024.2313581 · Cited by 12 · see citing works
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van Sassen, C., van den Berg, P. J., Mamede, S., Knol, L., Eikens-Jansen, M. P., van den Broek, W. W., Bindels, P., & Zwaan, L. (2022) · Advances in Health Sciences Education · doi:10.1007/s10459-022-10194-8 · Cited by 11 · see citing works
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Fornaziero, C. C., GORDAN, P. A., & Garanhani, M. L. (2011) · Revista Brasileira de Educação Médica · doi:10.1590/s0100-55022011000200014 · Cited by 10 · see citing works
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Aliaga, L., Bavolek, R. A., Cooper, B., Mariorenzi, A., Ahn, J. C., Kraut, A., Duong, D., Burger, C., & Gisondi, M. A. (2024) · JAMA Network Open · doi:10.1001/jamanetworkopen.2024.31600 · Cited by 8 · see citing works
The Role of Medical Error and the Emotions it Induces in Learning – A Study Using Virtual Patients
Kyriakidou, M.-R., Antoniou, P. E., Arfaras, G., & Bamidis, P. D. (2020) · Lecture notes in computer science · doi:10.1007/978-3-030-60735-7_1 · Cited by 7 · see citing works
How we put into practice the principles of embedding medical students into healthcare teams
Jacobs, J. L., & Samarasekera, D. D. (2012) · Medical Teacher · doi:10.3109/0142159x.2012.731097 · Cited by 6 · see citing works
Shahzeydi, A., Farzi, S., Rezazadeh, M., Tarrahi, M. J., Farzi, S., & Hosseini, S. A. (2024) · Nurse Education in Practice · doi:10.1016/j.nepr.2024.104171 · Cited by 5 · see citing works
Clinical reasoning of medical students in a public university in Brazil
Fornaziero, C. C., GORDAN, P. A., & Garanhani, M. L. (2012) · Revista Brasileira de Educação Médica · doi:10.1590/s0100-55022012000600004 · Cited by 4 · see citing works
van Sassen, C., Mamede, S., Bos, M., van den Broek, W. W., Bindels, P., & Zwaan, L. (2023) · BMC Medical Education · doi:10.1186/s12909-023-04448-1 · Cited by 4 · see citing works
Danczak, A., & Lea, A. (2018) · Education for Primary Care · doi:10.1080/14739879.2018.1470907 · Cited by 4 · see citing works
Yu, H., Xu, T., van Merriënboer, J. J. G., & Asoodar, M. (2024) · Cogent Education · doi:10.1080/2331186x.2024.2426966 · Cited by 3 · see citing works
Lernen aus einem Fehlermeldesystem in der Kinderintensivstation
Stocker, M., & Berger, T. M. (2015) · Der Anaesthesist · doi:10.1007/s00101-015-0111-x · Cited by 3 · see citing works
Embracing Failure: Nurturing Learning and Well-Being in Anesthesiology and Perioperative Medicine
Higgins, K. E., Vinson, A. E., Petrini, L., Kotha, R., & Black, S. A. (2024) · International Anesthesiology Clinics · doi:10.1097/aia.0000000000000444 · Cited by 3 · see citing works
Palominos, E., Levett-Jones, T. L., Power, T., & Martínez‐Maldonado, R. (2022) · Nurse Education in Practice · doi:10.1016/j.nepr.2022.103500 · Cited by 2 · see citing works
Rabe, S. B. (2018) · Digital Commons - Gardner-Webb University (Gardner–Webb University) · Cited by 2 · see citing works
SKIRTINGO AMZIAUS ZMONIU VEIDU ATPAZINIMO YPATUMAI LIETUVOS POPULIACIJOJE
Saikauskienė, A., & Daugirdienė, A. (2015) · International Journal of Psychology a Biopsychosocial Approach · doi:10.7220/2345-024x.17.1 · Cited by 1 · see citing works
Understanding the Professional Program Student
Conner, B. J., Garcia, L., & Schexnayder, M. (2023) · doi:10.1002/9781119852865.ch5 · Cited by 1 · see citing works
Olavegogeascoechea, P. A., Buzzeta, G. I., Valsecchi, S., Antelo, J. L., Mango, E., Montero, G., & Calvet, M. (2014) · European Scientific Journal ESJ
Nivala, M. (2013) · UTUPub (University of Turku) · Cited by 1 · see citing works
Use of Reflective Practice to Increase Diagnostic Accuracy
Caliendo, M., & Abraham, J. (2016) · Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care · doi:10.1177/2327857916051030
Examining the Impact of Error Encouragement on Training Outcomes
Lyons, R. (2014) · Journal of International Crisis and Risk Communication Research
Clinical decision-making of anesthesiology residents in emergency medical care
Maceina, T., Valickas, G., Šipylaitė, J., Macas, A., Olševska, J., & Puidokas, P. (2016) · International Journal of Psychology a Biopsychosocial Approach · doi:10.7220/2345-024x.19.1
Laue, B. (2016) · Wiley eBooks · doi:10.1002/9781394322138.ch3
van Sassen, C., Mamede, S., Bos, M., van den Broek, W., Bindels, P., & Zwaan, L. (2024) · Figshare · doi:10.6084/m9.figshare.26600050
Moving targets: threat and uncertainty on the front line
McCall, C., & Laycock, A. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1888719
- Authors
- Eva, K. W.
- Affiliations
- McMaster University (CA)
- Corresponding author
- Eva, Kevin W.
- ORCID
- Eva, Kevin W.
- Venue
- Advances in Health Sciences Education
- Published
- 2009-08-11
- Volume
- 14
- Issue
- S1
- Pages
- 71-81
- ISSN
- 1382-4996 (ISSN-L)
- 1573-1677
- OpenAlex
- W2021473674
- Cited by
- 69
- References
- 61
- Citations by year
- 2026: 1 · 2024: 6 · 2023: 4 · 2022: 3 · 2020: 5 · 2019: 7 · 2018: 3 · 2017: 1 · 2016: 6 · 2015: 5 · 2014: 3 · 2013: 9 · 2012: 10
- FWCI
- 3.87
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Advances in Health Sciences Education (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Family Practice › Clinical Reasoning and Diagnostic Skills
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Innovations in Medical Education
- Health Sciences › Health Professions › Emergency Medical Services › Patient Safety and Medication Errors
- Keywords
- diagnostic errors, medical education, learning from mistakes, clinical reasoning
- MeSH terms
- Decision Making, Diagnostic Errors, Education, Medical, Humans
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