Difficulties in Recognizing Oneʼs Own Incompetence: Novice Physicians Who Are Unskilled and Unaware of It
Abstract
Kruger and Dunning1 published an elegant series of studies illustrating that deficits in the ability to assess one's own competence were common among the subjects in the lowest-scoring quartile on a wide range of tasks such as recognition of humor and logical reasoning. These researchers demonstrated that subjects who had the highest scores underestimated their abilities but were able to recalibrate following exposure to the performances of others. Those scoring in the middle quartiles were generally accurate in assessing their skills, and this remained so after exposure to others' performances. People in the lowest quartile, however, greatly overestimated their abilities and failed almost entirely to correct their self-assessments following exposure to the performances of others. Kruger and Dunning concluded that those who know less also know less about what they know. In their study they raise the question of how to help learners who intrinsically overestimate their abilities and therefore do not perceive their own incompetence. The work of Kruger and Dunning is intriguing for medical educators because, if replicated with doctors, it suggests that those with the least skill may be most at risk of inaccurately assessing their abilities. We set out to determine whether the same problems of self-assessment so consistently replicated in the studies of Kruger and Dunning could be demonstrated in family medicine residents. We reported in a previous study that the calibration of the self-assessment of novices improved when they viewed benchmark performances of others.2 In that study, the self-assessments of residents remained less than perfect even after viewing others' performances. Having reviewed the work of Kruger and Dunning, we decided to see whether it was indeed the lowest performers in our group who were most inaccurate in their self-assessments. We also wondered whether those in the highest-performing group would underestimate their skills but recalibrate following exposure to the performance of others. With these questions in mind, we reanalyzed the study data following the method of Kruger and Dunning and, indeed, both of these findings were confirmed. Method Twenty-four first-year family medicine residents interviewed a standardized patient (SP) in a difficult “breaking bad news” scenario. Two expert faculty members with extensive experience in teaching communication skills observed the ten-minute interviews. Both the residents and the experts rated the residents' performances on six nine-point rating scales (knowledge, rapport, emotional control, flexibility, questioning skills, and overall). The residents were then shown four videotaped interviews of the same SP scenario in which interviewers demonstrated a range of ability from highly skilled to quite incompetent. The videos were designed to represent a spectrum of performances from incompetence to advanced competence. The four videos were chosen from an initial pool of ten videos that were evaluated independently by two communication experts and four academic family physicians. Reliabilities of the videos and the scales had been established and are described elsewhere.2 Inter-rater reliability between the expert raters was .93 and Cronbach's alpha was .92, suggesting that it was reasonable to collapse the six rating scales into one score. It had also been shown in the previous research that first-year residents clearly performed differently than did more experienced residents, the former group showing statistically significantly lower initial correlation with expert observers' ratings. In an effort to replicate the work of Kruger and Dunning, only these novices were selected for the current analysis. Following their own interviews, the residents were asked to assess the videotaped performances and were then given an opportunity to rescore their own performances. The residents' ratings of their own performances were then compared with scores of experts in two ways. First, the experts' ratings of the residents were sorted in tertiles and plotted against both the pre- and the post-video self-assessed ratings of the residents. Second, in an effort to standardize the use of scales across the residents, each resident's score was rescaled relative to his or her mean assessment of the four benchmark videos. A z score was calculated for each resident's performance by subtracting the resident's mean score of the videos from his or her actual self-assessment and dividing by the standard deviation of the video ratings. The use of z scores requires some explanation. The example of one resident illustrates how analysis of raw scores alone could have obscured the fact that some residents became significantly more accurate in their self-assessments following the videos. Resident 21 gave himself a slightly higher raw score than the experts did prior to his viewing the benchmark videos (6.0 versus 5.9, respectively). He rated himself still higher (6.9) after he h
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Residents must possess self-directed learning, self-reflection, and self-assessment skills, which is lacking in some trainees.
“Residents, therefore, must possess self-directed learning, self-reflection, and self-assessment skills, which is lacking in some trainees [9,41,42].”
Cites
Kruger, J., & Dunning, D. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.77.6.1121 · Cited by 7,731 · see citing works
A review of the validity and accuracy of self-assessments in health professions training
Gordon, M. J. (1991) · Academic Medicine · doi:10.1097/00001888-199112000-00012 · Cited by 537 · see citing works
Using videotaped benchmarks to improve the self-assessment ability of family practice residents
Martin, D., Regehr, G., Hodges, B. D., & McNaughton, N. (1998) · Academic Medicine · doi:10.1097/00001888-199811000-00020 · Cited by 84 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Davis, D. A., Mazmanian, P. E., Fordis, M., Van Harrison, R., Thorpe, K. E., & Perrier, L. (2006) · JAMA · doi:10.1001/jama.296.9.1094 · Cited by 2,375 · see citing works
Flawed Self-Assessment: Implications for Health, Education, and the Workplace
Dunning, D., Heath, C., & Suls, J. M. (2004) · Psychological Science in the Public Interest · doi:10.1111/j.1529-1006.2004.00018.x · Cited by 1,865 · see citing works
Why People Fail to Recognize Their Own Incompetence
Dunning, D., Johnson, K., Ehrlinger, J., & Kruger, J. (2003) · Current Directions in Psychological Science · doi:10.1111/1467-8721.01235 · Cited by 1,224 · 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
Dunning, D. A. (2011) · Advances in experimental social psychology · doi:10.1016/b978-0-12-385522-0.00005-6 · Cited by 970 · see citing works
Why the unskilled are unaware: Further explorations of (absent) self-insight among the incompetent
Ehrlinger, J., Johnson, K., Banner, M., Dunning, D., & Kruger, J. (2008) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2007.05.002 · Cited by 707 · see citing works
Competency-based medical education in postgraduate medical education
Iobst, W. F., Sherbino, J., Cate, O. T., Richardson, D. L., Dath, D., Swing, S. R., Harris, P., Mungroo, R., Holmboe, E. S., Frank, J. R., et al. (2010) · Medical Teacher · doi:10.3109/0142159x.2010.500709 · Cited by 478 · see citing works
Measuring Self-assessment: Current State of the Art
Ward, M., Gruppen, L. D., & Regehr, G. (2002) · Advances in Health Sciences Education · doi:10.1023/a:1014585522084 · Cited by 413 · see citing works
Self-citationColthart, I., Bagnall, G., Evans, A., Allbutt, H., Haig, A., Illing, J. C., & McKinstry, B. (2008) · Medical Teacher · doi:10.1080/01421590701881699 · Cited by 385 · see citing works
Barnsley, L., Lyon, P. M., Ralston, S. J., Hibbert, E., Cunningham, I., Gordon, F. C., & Field, M. J. (2004) · Medical Education · doi:10.1046/j.1365-2923.2004.01773.x · Cited by 374 · see citing works
“Teaching as a Competency”: Competencies for Medical Educators
Srinivasan, M., Li, S. T., Meyers, F. J., Pratt, D. D., Collins, J. B., Braddock, C. H., Skeff, K. M., West, D. C., Henderson, M. A., Hales, R. E., et al. (2011) · Academic Medicine · doi:10.1097/acm.0b013e31822c5b9a · Cited by 362 · see citing works
Massoth, C., Röder, H., Ohlenburg, H., Heßler, M., Zarbock, A., Pöpping, D. M., & Wenk, M. (2019) · BMC Medical Education · doi:10.1186/s12909-019-1464-7 · Cited by 318 · see citing works
LaDonna, K. A., Ginsburg, S., & Watling, C. (2017) · Academic Medicine · doi:10.1097/acm.0000000000002046 · Cited by 300 · see citing works
Diagnostic Errors in Medicine: A Case of Neglect
Graber, M. (2005) · The Joint Commission Journal on Quality and Patient Safety · doi:10.1016/s1553-7250(05)31015-4 · Cited by 259 · see citing works
Failure to Follow-Up Test Results for Ambulatory Patients: A Systematic Review
Callen, J. L., Westbrook, J. I., Georgiou, A., & Li, J. (2012) · Journal of General Internal Medicine · doi:10.1007/s11606-011-1949-5 · Cited by 229 · see citing works
The role of deliberate practice in the acquisition of clinical skills
Duvivier, R. J., van Dalen, J., Muijtjens, A. M., Moulaert, V. R., van der Vleuten, C. P., & Scherpbier, A. J. (2011) · BMC Medical Education · doi:10.1186/1472-6920-11-101 · Cited by 223 · see citing works
Schlösser, T. M., Dunning, D. A., Johnson, K. L., & Kruger, J. (2013) · Journal of Economic Psychology · doi:10.1016/j.joep.2013.07.004 · Cited by 211 · see citing works
Exploring the divergence between self-assessment and self-monitoring
Eva, K. W., & Regehr, G. (2011) · Advances in Health Sciences Education · doi:10.1007/s10459-010-9263-2 · Cited by 194 · see citing works
Self-citationA tool for self-assessment of communication skills and professionalism in residents
Symons, A. B., Swanson, A., McGuigan, D., Orrange, S. M., & Akl, E. A. (2009) · BMC Medical Education · doi:10.1186/1472-6920-9-1 · Cited by 192 · see citing works
Debriefing Using a Structured and Supported Approach
Phrampus, P. E., & O'Donnell, J. M. (2013) · Springer eBooks · doi:10.1007/978-1-4614-5993-4_6 · Cited by 172 · see citing works
Lilienfeld, S. O., Ritschel, L. A., Lynn, S. J., Cautin, R. L., & Latzman, R. D. (2014) · Perspectives on Psychological Science · doi:10.1177/1745691614535216 · Cited by 191 · see citing works
The need for end-of-life care training in nephrology: national survey results of nephrology fellows
Holley, J. L., Carmody, S. S., Moss, A. H., Sullivan, A. M., Cohen, L. M., Block, S. D., & Arnold, R. M. (2003) · American Journal of Kidney Diseases · doi:10.1016/s0272-6386(03)00868-0 · Cited by 165 · see citing works
Giving feedback – An integral part of education
Schartel, S. A. (2012) · Best practice & research. Clinical anaesthesiology · doi:10.1016/j.bpa.2012.02.003 · Cited by 176 · see citing works
Self-assessment, Self-direction, and the Self-regulating Professional
Regehr, G., & Eva, K. W. (2006) · Clinical Orthopaedics and Related Research · doi:10.1097/01.blo.0000224027.85732.b2 · Cited by 159 · see citing works
Self-citationBaxter, P. E., & Norman, G. R. (2011) · Journal of Advanced Nursing · doi:10.1111/j.1365-2648.2011.05658.x · Cited by 159 · see citing works
The prediction of professional behaviour
Stern, D. T., Frohna, A. Z., & Gruppen, L. D. (2004) · Medical Education · doi:10.1111/j.1365-2929.2004.02035.x · Cited by 154 · see citing works
Partisanship, Political Knowledge, and the Dunning‐Kruger Effect
Anson, I. G. (2018) · Political Psychology · doi:10.1111/pops.12490 · Cited by 142 · see citing works
Self-directed Learning in Health Professions Education
Murad, M. H., & Varkey, P. (2008) · Annals of the Academy of Medicine Singapore · doi:10.47102/annals-acadmedsg.v37n7p580 · Cited by 135 · see citing works
Surgical 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
The self-regulated learning of medical students in the clinical environment – a scoping review
Cho, K. K., Marjadi, B., Langendyk, V., & Hu, W. (2017) · BMC Medical Education · doi:10.1186/s12909-017-0956-6 · Cited by 133 · see citing works
Embracing informed learner self-assessment during debriefing: the art of plus-delta
Cheng, A., Eppich, W., Epps, C. A., Kolbe, M., Meguerdichian, M. J., & Grant, V. J. (2021) · Advances in Simulation · doi:10.1186/s41077-021-00173-1 · Cited by 132 · see citing works
A Model of Positive Self-Image in Subjective Assessments
Santos-Pinto, L. P., & Sobel, J. (2005) · American Economic Review · doi:10.1257/000282805775014245 · Cited by 127 · see citing works
Combs, S., Culp, S., Matlock, D. D., Kutner, J. S., Holley, J. L., & Moss, A. H. (2014) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2014.07.018 · Cited by 131 · see citing works
Medical education and the maintenance of incompetence
Hodges, B. D. (2006) · Medical Teacher · doi:10.1080/01421590601102964 · Cited by 129 · see citing works
Self-citationMedical Trainees and the Dunning–Kruger Effect: When They Don’t Know What They Don’t Know
Rahmani, M. (2020) · Journal of Graduate Medical Education · doi:10.4300/jgme-d-20-00134.1 · Cited by 127 · see citing works
Durning, S. J., Cleary, T. J., Sandars, J. E., Hemmer, P. A., Kokotailo, P. K., & Artino, A. R. (2011) · Academic Medicine · doi:10.1097/acm.0b013e31820dc384 · Cited by 119 · see citing works
Teal, C. R., Shada, R. E., Gill, A. C., Thompson, B. M., Frugé, E., Villarreal, G. B., & Haidet, P. (2010) · Journal of General Internal Medicine · doi:10.1007/s11606-009-1243-y · Cited by 114 · see citing works
Monitoring and regulation of learning in medical education: The need for predictive cues
de Bruin, A. B. H., Dunlosky, J., & Cavalcanti, R. B. (2017) · Medical Education · doi:10.1111/medu.13267 · Cited by 112 · see citing works
der Vossen, M. M., van Mook, W., van der Burgt, S. M. E., Kors, J., Ket, J. C. F., Croiset, G., & Kusurkar, R. A. (2017) · BMC Medical Education · doi:10.1186/s12909-017-0997-x · Cited by 115 · see citing works
Violato, C., & Lockyer, J. (2006) · Advances in Health Sciences Education · doi:10.1007/s10459-005-5639-0 · Cited by 104 · see citing works
Florida and Puerto Rico Secondary Science Teachers’ Knowledge and Teaching of Climate Change Science
Herman, B. C., Feldman, A. P., & Vernaza-Hernández, V. (2015) · International Journal of Science and Mathematics Education · doi:10.1007/s10763-015-9706-6 · Cited by 103 · see citing works
A Simulator-Based Tool That Assesses Pediatric Resident Resuscitation Competency
Brett-Fleegler, M. B., Vinci, R. J., Weiner, D. L., Harris, S. K., Shih, M., & Kleinman, M. E. (2008) · PEDIATRICS · doi:10.1542/peds.2005-1259 · Cited by 101 · see citing works
Medical student self-assessment of performance on an obstetrics and gynecology clerkship
Edwards, R. K., Kellner, K. R., Sistrom, C. L., & Magyari, E. J. (2003) · American Journal of Obstetrics and Gynecology · doi:10.1067/mob.2003.249 · Cited by 92 · see citing works
Flawed self-assessment: Investigating self- and other-perception of second language speech
Trofimovich, P., Isaacs, T., Kennedy, S., Saito, K., & Crowther, D. (2014) · Bilingualism Language and Cognition · doi:10.1017/s1366728914000832 · Cited by 91 · see citing works
Integrating the science of team training: Guidelines for continuing education *
Weaver, S. J., Rosen, M. A., Salas, E., Baum, K. D., & King, H. B. (2010) · Journal of Continuing Education in the Health Professions · doi:10.1002/chp.20085 · Cited by 86 · see citing works
Resident Self-Other Assessor Agreement
Lipsett, P. A. (2011) · Archives of Surgery · doi:10.1001/archsurg.2011.172 · Cited by 85 · see citing works
Naguib, M., Brull, S. J., Hunter, J. M., Kopman, A. F., Fülesdi, B., Johnson, K. B., & Arkes, H. R. (2019) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000003714 · Cited by 82 · see citing works
Primer on Preclinical Instruction and Evaluation
Hauser, A. M., & Bowen, D. M. (2009) · Journal of Dental Education · doi:10.1002/j.0022-0337.2009.73.3.tb04711.x · Cited by 82 · see citing works
An integrative framework for sensor-based measurement of teamwork in healthcare
Rosen, M. A., Dietz, A. S., Yang, T., Priebe, C. E., & Pronovost, P. J. (2014) · Journal of the American Medical Informatics Association · doi:10.1136/amiajnl-2013-002606 · Cited by 80 · see citing works
The competent community: Toward a vital reformulation of professional ethics.
Johnson, W. B., Barnett, J. E., Elman, N. S., Forrest, L. M., & Kaslow, N. J. (2012) · American Psychologist · doi:10.1037/a0027206 · Cited by 77 · see citing works
What is CEO overconfidence? Evidence from executive assessments
Kaplan, S. N., Sørensen, M., & Zakolyukina, A. A. (2021) · Journal of Financial Economics · doi:10.1016/j.jfineco.2021.09.023 · Cited by 78 · see citing works
Wayne, D. B., Butter, J., Siddall, V. J., Fudala, M. J., Wade, L. D., Feinglass, J. M., & McGaghie, W. C. (2006) · Medical Teacher · doi:10.1080/01421590600627821 · Cited by 73 · see citing works
What you don’t know: The role played by errors of omission in imperfect self-assessments
Caputo, D. D., & Dunning, D. A. (2005) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2004.09.006 · Cited by 73 · see citing works
Sagasser, M. H., Kramer, A. W. M., & van der Vleuten, C. P. M. (2012) · BMC Medical Education · doi:10.1186/1472-6920-12-67 · Cited by 72 · see citing works
Park, C. F., Sheinbaum, J. M., Tamada, Y., Chandiramani, R., Lian, L., Lee, C., Silva, J. D. D., & Ishikawa‐Nagai, S. (2017) · Journal of Dental Education · doi:10.21815/jde.016.015 · Cited by 65 · see citing works
A structured assessment of newly qualified medical graduates
Burch, V. C., Nash, R., Zabow, T., Gibbs, T. J., Aubin, L., Jacobs, B., & Hift, R. (2005) · Medical Education · doi:10.1111/j.1365-2929.2005.02192.x · Cited by 64 · see citing works
Making to measure? Reconsidering assessment in professional continuing education
Fenwick, T. (2009) · Studies in Continuing Education · doi:10.1080/01580370903271446 · Cited by 65 · see citing works
Self-Assessment in Pharmacy and Health Science Education and Professional Practice
Motycka, C. A., Rose, R. L., Ried, L. D., & Brazeau, G. A. (2010) · American Journal of Pharmaceutical Education · doi:10.5688/aj740585 · Cited by 62 · see citing works
Approaches to medical student remediation after a comprehensive clinical skills examination
Hauer, K. E., Teherani, A., Irby, D. M., Kerr, K., & O’Sullivan, P. (2007) · Medical Education · doi:10.1111/j.1365-2923.2007.02937.x · Cited by 60 · see citing works
Confidence gap between men and women in medicine: a systematic review
Vajapey, S. P., WEBER, K. L., & Samora, J. B. (2020) · Current Orthopaedic Practice · doi:10.1097/bco.0000000000000906 · Cited by 59 · see citing works
Hutton, I. A., Kenealy, H., & Wong, C. (2008) · Internal Medicine Journal · doi:10.1111/j.1445-5994.2007.01586.x · Cited by 58 · see citing works
Older adults have diminished awareness of errors in the laboratory and daily life.
Harty, S., O’Connell, R. G., Hester, R., & Robertson, I. H. (2013) · Psychology and Aging · doi:10.1037/a0033567 · Cited by 57 · see citing works
Dental Students’ Ability to Evaluate Themselves in Fixed Prosthodontics
Cho, G. C., Chee, W. W. L., & Tan, D. T. (2010) · Journal of Dental Education · doi:10.1002/j.0022-0337.2010.74.11.tb04998.x · Cited by 57 · see citing works
Abadel, F. T. T., & Hattab, A. S. (2013) · BMC Medical Education · doi:10.1186/1472-6920-13-24 · Cited by 56 · see citing works
Byars‐Winston, A. M., & Fouad, N. A. (2006) · The Career Development Quarterly · doi:10.1002/j.2161-0045.2006.tb00151.x · Cited by 52 · see citing works
Self-monitoring and its relationship to medical knowledge
McConnell, M., Regehr, G., Wood, T. J., & Eva, K. W. (2011) · Advances in Health Sciences Education · doi:10.1007/s10459-011-9305-4 · Cited by 51 · see citing works
Self-citationde Jonge, L. P. J. W. M., Timmerman, A. A., Govaerts, M., Muris, J. W. M., Muijtjens, A. M. M., Kramer, A. W. M., & van der Vleuten, C. P. M. (2017) · Advances in Health Sciences Education · doi:10.1007/s10459-017-9760-7 · Cited by 49 · see citing works
Teaching about substance abuse with objective structured clinical exams
Parish, S. J., Ramaswamy, M., Stein, M. R., Kachur, E. K., & Arnsten, J. H. (2006) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2006.00426.x · Cited by 49 · see citing works
Peer mentoring in doctor performance assessment: strategies, obstacles and benefits
Overeem, K., Driessen, E. W., Arah, O. A., Lombarts, K. M. J. M. H., Wollersheim, H. C. H., & Grol, R. P. T. M. (2009) · Medical Education · doi:10.1111/j.1365-2923.2009.03580.x · Cited by 47 · see citing works
Amini, A., Miura, J. T., Larrieux, G., Tsai, S., Turaga, K. K., Christians, K. K., Brasel, K. J., Gamblin, T. C., Weissman, D. E., Nattinger, A. B., et al. (2014) · Annals of Surgical Oncology · doi:10.1245/s10434-014-4226-0 · Cited by 46 · see citing works
Communication skills in the training of psychiatrists: A systematic review of current approaches
Ditton-Phare, P., Loughland, C. M., Duvivier, R. J., & Kelly, B. J. (2017) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867417707820 · Cited by 46 · see citing works
Are residents accurate in their assessments of their own surgical skills?
de Blacam, C., O’Keeffe, D., Nugent, E., Doherty, E. M., & Traynor, O. J. (2012) · The American Journal of Surgery · doi:10.1016/j.amjsurg.2012.03.003 · Cited by 44 · see citing works
GP supervisors’ experience in supporting self-regulated learning: a balancing act
Sagasser, M. H., Kramer, A. W. M., van Weel, C., & van der Vleuten, C. P. M. (2015) · Advances in Health Sciences Education · doi:10.1007/s10459-014-9561-1 · Cited by 43 · see citing works
Naughton, C. A., & Friesner, D. (2012) · American Journal of Pharmaceutical Education · doi:10.5688/ajpe76463 · Cited by 41 · see citing works
The lost path to emancipatory practice: towards a history of reflective practice in nursing
Nelson, S. (2012) · Nursing Philosophy · doi:10.1111/j.1466-769x.2011.00535.x · Cited by 40 · see citing works
Gonzalo, J. D., Wolpaw, D. R., Krok, K. L., Pfeiffer, M. P., & McCall-Hosenfeld, J. S. (2019) · Medical Education Online · doi:10.1080/10872981.2019.1591256 · Cited by 39 · see citing works
Resources medical students use to derive a differential diagnosis
Graber, M. L., Tompkins, D. C., & Holland, J. J. (2009) · Medical Teacher · doi:10.1080/01421590802167436 · Cited by 40 · see citing works
An Evidence‐Based Model of Effective Self‐Assessment for Directing Professional Learning
Asadoorian, J., & Batty, H. P. (2005) · Journal of Dental Education · doi:10.1002/j.0022-0337.2005.69.12.tb04030.x · Cited by 39 · see citing works
Technology-Rich Tools to Support Self-Regulated Learning and Performance in Medicine
Lajoie, S. P., Naismith, L. M., Poitras, E., Hong, Y.-J., Cruz-Panesso, I., Ranellucci, J., Mamane, S., & Wiseman, J. (2013) · Springer international handbooks of education · doi:10.1007/978-1-4419-5546-3_16 · Cited by 36 · see citing works
The Incidence of Overconfidence and Underconfidence Effects in Medical Student Examinations
Borracci, R. A., & Arribalzaga, E. B. (2018) · Journal of surgical education · doi:10.1016/j.jsurg.2018.01.015 · Cited by 35 · see citing works
Lockyer, J., Violato, C., & Fidler, H. (2007) · Academic Medicine · doi:10.1097/acm.0b013e3181403b5e · Cited by 35 · see citing works
Hudelson, P. M., Perron, N. J., & Perneger, T. (2011) · BMC Medical Education · doi:10.1186/1472-6920-11-63 · Cited by 35 · see citing works
Simulation-based Emergency Medicine Resident Self-Assessment
Sadosty, A. T., Bellolio, F., Laack, T. A., Luke, A., Weaver, A. L., & Goyal, D. G. (2011) · Journal of Emergency Medicine · doi:10.1016/j.jemermed.2011.05.041 · Cited by 34 · see citing works
Hartwig, M. K., & Dunlosky, J. T. (2013) · Memory & Cognition · doi:10.3758/s13421-013-0351-4 · Cited by 34 · see citing works
Ballangrud, R., Persenius, M. W., Hedelin, B., & Hall‐Lord, M. (2014) · BMC Nursing · doi:10.1186/s12912-014-0047-5 · Cited by 33 · see citing works
Hall, S., Stephens, J. R., Seaby, E. G., Andrade, M. G., Lowry, A. F., Parton, W., Smith, C. F., & Border, S. (2016) · Anatomical Sciences Education · doi:10.1002/ase.1601 · Cited by 33 · see citing works
Assessments of Research Competencies for Clinical Investigators: A Systematic Review
Ianni, P. A., Samuels, E. M., Eakin, B. L., Perorazio, T. E., & Ellingrod, V. L. (2019) · Evaluation & the Health Professions · doi:10.1177/0163278719896392 · Cited by 33 · see citing works
Labor Market Signaling and Self-Confidence: Wage Compression and the Gender Pay Gap
Santos-Pinto, L. P. (2012) · Journal of Labor Economics · doi:10.1086/666646 · Cited by 32 · see citing works
Jaspan, O., Wysocka, A., Sanchez, C. J., & Schweitzer, A. D. (2021) · Academic Radiology · doi:10.1016/j.acra.2020.12.006 · Cited by 32 · see citing works
Rock, L. K. (2021) · Academic Medicine · doi:10.1097/acm.0000000000004077 · Cited by 31 · see citing works
Russo, S. G., Bollinger, M., Strack, M., Crozier, T. A., Bauer, M., & Heuer, J. F. (2013) · Anaesthesia · doi:10.1111/anae.12367 · Cited by 30 · see citing works
Crosby, E. T., & Lane, A. (2009) · Canadian Journal of Anesthesia/Journal canadien d anesthésie · doi:10.1007/s12630-009-9197-4 · Cited by 30 · see citing works
The ‘unskilled and unaware’ effect is linear in a real‐world setting
Sawdon, M., & Finn, G. (2014) · Journal of Anatomy · doi:10.1111/joa.12072 · Cited by 29 · see citing works
Wölfel, M., Hepperle, D., Purps, C. F., Deuchler, J., & Hettmann, W. (2021) · International Conference on Cyberworlds (CW) · doi:10.1109/cw52790.2021.00038 · Cited by 30 · see citing works
Sears, K., Godfrey, C. M., Luctkar‐Flude, M., Ginsburg, L. R., Tregunno, D., & Ross‐White, A. (2014) · The JBI Database of Systematic Reviews and Implementation Reports · doi:10.11124/jbisrir-2014-1605 · Cited by 28 · see citing works
Dunning, D. A. (2015) · Emerald Group Publishing Limited eBooks · doi:10.1108/s0882-614520150000032006 · Cited by 27 · see citing works
Fraundorf, S. H., Caddick, Z. A., Nokes‐Malach, T. J., & Rottman, B. M. (2023) · Cognitive Research Principles and Implications · doi:10.1186/s41235-023-00511-z · Cited by 30 · see citing works
Supporting novice clinicians cognitive strategies: System design perspective
Islam, R., Mayer, J., & Clutter, J. (2016) · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) · doi:10.1109/bhi.2016.7455946 · Cited by 27 · see citing works
Sockalingam, S., Wiljer, D., Yufe, S. J., Knox, M. K., Fefergrad, M., Silver, I., Harris, I. B., & Tekian, A. S. (2016) · Academic Medicine · doi:10.1097/acm.0000000000001256 · Cited by 27 · see citing works
Saito, K., Trofimovich, P., Abe, M., & In’nami, Y. (2020) · Learning and Individual Differences · doi:10.1016/j.lindif.2020.101849 · Cited by 27 · see citing works
- Authors
- HODGES, B., REGEHR, G., & MARTIN, D.
- Affiliations
- Toronto General Hospital (CA)
- Venue
- Academic Medicine
- Publisher
- Oxford University Press (OUP)
- Published
- 2001-10
- Volume
- 76
- Issue
- Supplement
- Pages
- S87-S89
- ISSN
- 1040-2446 (ISSN-L)
- OpenAlex
- W1978974820
- Cited by
- 280
- References
- 3
- Citations by year
- 2026: 5 · 2025: 11 · 2024: 13 · 2023: 13 · 2022: 12 · 2021: 15 · 2020: 8 · 2019: 10 · 2018: 14 · 2017: 21 · 2016: 13 · 2015: 10 · 2014: 16 · 2013: 16 · 2012: 16
- FWCI
- 2.71
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Academic Medicine (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Innovations in Medical Education
- Health Sciences › Medicine › Family Practice › Clinical Reasoning and Diagnostic Skills
- Social Sciences › Education › Student Assessment and Feedback
- Keywords
- self-assessment, overconfidence, Dunning-Kruger effect, family medicine residents, communication skills, breaking bad news, benchmarking, standardized patients, physician self-awareness, medical education, physician-patient communication
- MeSH terms
- Awareness, Clinical Competence, Internship and Residency, Physicians, Self Efficacy
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review