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Numerous and substantial challenges exist in the provision of safe, cost-effective, and efficient health care. The prevalence and consequences of diagnostic error, one of these challenges, have been established by the literature; however, these errors persist, and the pace of improvement has been slow. One potential reason for the lack of needed progress is that addressing delayed and wrong diagnoses will require contributions from 2 currently distinct worlds: clinical reasoning and diagnostic error. In this Invited Commentary, the authors argue for merging the diagnostic error and clinical reasoning fields as the perspectives, frameworks, and methodologies of these 2 fields could be leveraged to yield a more aligned approach to understanding and subsequently to mitigating diagnostic error. The authors focus on the problem of diagnostic labeling (a categorization task where one has to choose the correct label or diagnosis). The authors elaborate on why this alignment could help guide health care improvement efforts, using the vexing problem of context specificity that leads to unwanted variance in health care as an example.

Background: Four-factor PCC is the recommended standard of care for acute warfarin reversal but optimal dosing is unknown. We aim to show that a low-dose strategy is often adequate and may reduce the risk of thromboembolic events when compared to manufacturer-recommended dosing., Methods: A weight-based dosing strategy of 15-25 units/kg was established as the institutional standard of care in May 2015. This retrospective, before-and-after cohort analysis included patients receiving 4F-PCC according to a manufacturer-recommended (n = 122) or a low-dose (n = 83) strategy. The primary efficacy outcome was a combination of INR reversal on first check and hemostatic efficacy at 24 h., Results: Demographics, indications for warfarin, and presenting INR values were similar between the two groups. Patients in the manufacturer-recommended dose group received significantly more 4F-PCC than the low dose group (2110 units vs. 1530 units). More patients in the manufacturer-recommended dose group achieved the primary endpoint (75.4% vs. 61.4%), with more patients achieving the target INR on recheck in the manufacturer-recommended dose group (95.9% vs. 84.3%) and no difference in hemostatic efficacy between groups (79.5% vs. 74.7%). There was no difference in thromboembolic events at 72 h (4.1% vs. 1.2%) or at 30 days (8.2% vs. 4.8%). Significantly more patients in the manufacturer-recommended dose group died or were transferred to hospice care during hospitalization (21.3% vs. 9.6%)., Conclusion: Utilization of a low-dose 4F-PCC strategy resulted in fewer patients achieving target INR reversal, but no difference in hemostatic efficacy, thromboembolic events, or survival.

Background Diagnostic errors are a significant cause of patient harm. Cognitive processes often contribute to diagnostic errors but studying and mitigating the effects of these errors is challenging. Computerized virtual patients may provide insight into the diagnostic process without the potential for patient harm, but the feasibility and utility of using such cases in practicing physicians has not been well described. Methods We developed a series of computerized virtual cases depicting common presentations of disease that included contextual factors that could result in diagnostic error. Cases were piloted by practicing physicians in two phases and participant impressions of the case platform and cases were recorded, as was outcome data on physician performance. Results Participants noted significant challenges in using the case platform. Participants specifically struggled with becoming familiar with the platform and adjusting to the non-adaptive and constraining processes of the model. Although participants found the cases to be typical presentations of problems commonly encountered in practice, the correct diagnosis was identified in less than 33% of cases. Conclusions The development of virtual patient cases for use by practicing physicians requires substantial resources and platforms that account for the non-linear and adaptive nature of reasoning in experienced clinicians. Platforms that are without such characteristics may negatively affect diagnostic performance. The novelty of such platforms may also have the potential to increase cognitive load. Nonetheless, virtual cases may have the potential to be a safe and robust means of studying clinical reasoning performance.

Background: Diagnostic error is a major problem in health care, yet there are few medical school curricula focused on improving the diagnostic process and decreasing diagnostic errors. Effective strategies to teach medical students about diagnostic error and diagnostic safety have not been established., Methods: We designed, implemented and evaluated a virtual patient module featuring two linked cases involving diagnostic errors. Learning objectives developed by a consensus process among medical educators in the Society to Improve Diagnosis in Medicine (SIDM) were utilized. The module was piloted with internal medicine clerkship students at three institutions and with clerkship faculty members recruited from listservs. Participants completed surveys on their experience using the case and a qualitative analysis was performed., Results: Thirty-five medical students and 25 faculty members completed the survey. Most students found the module to be relevant and instructive. Faculty also found the module valuable for students but identified insufficient curricular time as a barrier to implementation., Conclusions: Medical students and faculty found a prototype virtual patient module about the diagnostic process and diagnostic error to be educational.

Background Excellence in clinical reasoning is one of the most important outcomes of medical education programs, but assessing learners' reasoning to inform corrective feedback is challenging and unstandardized. Methods The Society to Improve Diagnosis in Medicine formed a multi-specialty team of medical educators to develop the Assessment of Reasoning Tool (ART). This paper describes the tool development process. The tool was designed to facilitate clinical teachers' assessment of learners' oral presentation for competence in clinical reasoning and facilitate formative feedback. Reasoning frameworks (e.g. script theory), contemporary practice goals (e.g. high-value care [HVC]) and proposed error reduction strategies (e.g. metacognition) were used to guide the development of the tool. Results The ART is a behaviorally anchored, three-point scale assessing five domains of reasoning: (1) hypothesis-directed data gathering, (2) articulation of a problem representation, (3) formulation of a prioritized differential diagnosis, (4) diagnostic testing aligned with HVC principles and (5) metacognition. Instructional videos were created for faculty development for each domain, guided by principles of multimedia learning. Conclusions The ART is a theory-informed assessment tool that allows teachers to assess clinical reasoning and structure feedback conversations.

Background: Cognitive dispositions to respond (i.e., cognitive biases and heuristics) are well-established clinical reasoning phenomena. While thought by many to be error-prone, some scholars contest that these cognitive dispositions to respond are pragmatic solutions for reasoning through clinical complexity that are associated with errors largely due to hindsight bias and flawed experimental design. The purpose of this study was to prospectively identify cognitive dispositions to respond occurring during clinical reasoning to determine whether they are actually associated with increased odds of an incorrect answer (i.e., error)., Methods: Using the cognitive disposition to respond framework, this mixed-methods study applied a constant comparative qualitative thematic analysis to transcripts of think alouds performed during completion of clinical-vignette multiple-choice questions. The number and type of cognitive dispositions to respond associated with both correct and incorrect answers were identified. Participants included medical students, residents, and attending physicians recruited using maximum variation strategies. Data were analyzed using generalized estimating equations binary logistic model for repeated, within-subjects measures., Results: Among 14 participants, there were 3 cognitive disposition to respond categories - Cognitive Bias, Flaws in Conceptual Understanding, and Other Vulnerabilities - with 13 themes identified from the think aloud transcripts. The odds of error increased to a statistically significant degree with a greater per-item number of distinct Cognitive Bias themes (OR = 1.729, 95% CI [1.226, 2.437], p = 0.002) and Other Vulnerabilities themes (OR = 2.014, 95% CI [1.280, 2.941], p < 0.001), but not with Flaws in Conceptual Understanding themes (OR = 1.617, 95% CI [0.961, 2.720], p = 0.070)., Conclusion: This study supports the theoretical understanding of cognitive dispositions to respond as phenomena associated with errors in a new prospective manner. With further research, these findings may inform teaching, learning, and assessment of clinical reasoning toward a reduction in patient harm due to clinical reasoning errors.

Diagnostic reasoning is one of the most challenging and rewarding aspects of clinical practice. As a result, facility in teaching diagnostic reasoning is a core necessity for all medical educators. Clinician educators' limited understanding of the diagnostic process and how expertise is developed may result in lost opportunities in nurturing the diagnostic abilities of themselves and their learners. In this perspective, the authors describe their journeys as clinician educators searching for a coherent means of teaching diagnostic reasoning. They discuss the initial appeal and immediate applicability of dual process theory and cognitive biases to their own clinical experiences and those of their trainees, followed by the eventual and somewhat belated recognition of the importance of context specificity. They conclude that there are no quick fixes in guiding learners to expertise of diagnostic reasoning, but rather the development of these abilities is best viewed as a long, somewhat frustrating, but always interesting journey. The role of the teacher of clinical reasoning is to guide the learners on this journey, recognizing true mastery may not be attained, but should remain a goal for teacher and learner alike.

Background: Prothrombin complex concentrates (PCCs) have become the first-line therapy for warfarin reversal in the setting of central nervous system (CNS) hemorrhage. Randomized, controlled studies comparing agents for warfarin reversal excluded patients with international normalized ratio (INR) <2, yet INR values of 1.6-1.9 are also associated with poor outcomes., Methods: We retrospectively reviewed our use of a low-dose (15 units/kg) strategy of 4-factor PCC (4F-PCC) on warfarin reversal (INR 1.6-1.9) in the setting of both traumatic and spontaneous intracranial bleeding., Results: A total of 21/134 (15.7%) patients with either spontaneous or traumatic intracranial hemorrhage presented with an INR value of 1.6-1.9. Nine patients (43%) presented with traumatic bleeding and 12 (57%) with spontaneous bleeding. The median (IQR) presenting INR was 1.8 (1.7, 1.9) which decreased to 1.3 (1.2, 1.3) following the administration of low-dose 4F-PCC (median dose = 1062 units; 15.2 units/kg). A total of 19/20 (95%) patients achieved a goal INR value of ≤1.5 on the first check following dosing and 17/20 (85%) achieved an INR value ≤1.3. One patient did not have follow-up INR testing due to withdrawal of life support. No patient experienced hematoma expansion within 48 h of 4F-PCC, and there were no thromboembolic events within 72 h of administration., Conclusions: The administration of low dose (15 units/kg) of 4F-PCC for urgent warfarin reversal in the setting of CNS hemorrhage was effective in correcting the INR in patients presenting with INR values of 1.6-1.9. Further assessment of low-dose PCC for urgent reversal of modest INR elevation is warranted.

Background: Recent reports, including the Institute of Medicine's Improving Diagnosis in Health Care, highlight the pervasiveness and underappreciated harm of diagnostic error, and recommend enhancing health care professional education in diagnostic reasoning. However, little is known about clinical reasoning curricula at US medical schools., Objective: To describe clinical reasoning curricula at US medical schools and to determine the attitudes of internal medicine clerkship directors toward teaching of clinical reasoning., Design: Cross-sectional multicenter study., Participants: US institutional members of the Clerkship Directors in Internal Medicine (CDIM)., Main Measures: Examined responses to a survey that was emailed in May 2015 to CDIM institutional representatives, who reported on their medical school's clinical reasoning curriculum., Key Results: The response rate was 74% (91/123). Most respondents reported that a structured curriculum in clinical reasoning should be taught in all phases of medical education, including the preclinical years (64/85; 75%), clinical clerkships (76/87; 87%), and the fourth year (75/88; 85%), and that more curricular time should be devoted to the topic. Respondents indicated that most students enter the clerkship with only poor (25/85; 29%) to fair (47/85; 55%) knowledge of key clinical reasoning concepts. Most institutions (52/91; 57%) surveyed lacked sessions dedicated to these topics. Lack of curricular time (59/67, 88%) and faculty expertise in teaching these concepts (53/76, 69%) were identified as barriers., Conclusions: Internal medicine clerkship directors believe that clinical reasoning should be taught throughout the 4 years of medical school, with the greatest emphasis in the clinical years. However, only a minority reported having teaching sessions devoted to clinical reasoning, citing a lack of curricular time and faculty expertise as the largest barriers. Our findings suggest that additional institutional and national resources should be dedicated to developing clinical reasoning curricula to improve diagnostic accuracy and reduce diagnostic error.

This Conversations Starter article presents a selected research abstract from the 2017 Association of American Medical Colleges Southern Region Group on Educational Affairs annual spring meeting. The abstract is paired with the integrative commentary of 4 experts who shared their thoughts stimulated by the study. These thoughts explore the value of the Observed Structured Teaching Encounter in providing structured opportunities for medical students to engage with the complexities of providing peer feedback on professionalism.

Diagnostic errors comprise a critical subset of medical errors and often stem from errors in individual cognition. While traditional patient safety methods for dissecting medical errors focus on faulty systems, such methods are often less useful in cases of diagnostic error, and a broader cognitive framework is needed to ensure a comprehensive analysis of these complex events. The fishbone diagram is a widely utilized patient safety tool that helps to facilitate root cause analysis discussions. This tool was expanded by the authors to reflect the contributions of both systems and individual cognitive errors to diagnostic errors. We describe how two medical centers have applied this modified fishbone diagram to approach diagnostic errors in a way that better meets the patient safety and educational needs of their respective institutions.

Introduction: Physician shortages in rural areas remain severe but may be ameliorated by recent expansions in medical school class sizes. Expanding student exposure to rural medicine by increasing the amount of prolonged clinical experiences in rural areas may increase the likelihood of students pursuing a career in rural medicine. This research sought to investigate the perspective of rural physicians on the introduction of a rurally based nine-month Longitudinal Integrated Clerkship (LIC)., Methods: In this mixed-methods study, nine physician leaders were interviewed from five Maine, USA, rural hospitals participating in an LIC. Semi-structured interviews were audiotaped and transcribed. Qualitative analysis techniques were used to code the transcripts and develop themes. Forty-seven participating rural LIC preceptors were also surveyed through an online survey., Results: Four major themes related to implementing the LIC model emerged: (1) melting old ways, (2) overcoming fears, (3) synergy of energy, and (4) benefits all-around. The faculty were very positive about the LIC, with increased job satisfaction, practice morale, and ongoing learning, but concerned about the financial impact on productivity., Conclusions: The importance of these themes and perceptions are discussed within the three-stage model of change by Lewin. These results describe how the innovative LIC model can conceptually unfreeze the traditional Flexnerian construct for rural physicians. Highlighting the many stakeholder benefits and addressing the anxieties and fears of rural faculty may facilitate the implementation of a rural LIC. Given the net favorable perception of rural faculty of the LIC, this educational model has the potential to play a major role in increasing the rural workforce.

Diagnostic errors are a major patient safety concern. Although the majority of diagnostic errors are partially attributable to cognitive mistakes, the most effective means of improving clinician cognition in order to achieve gains in diagnostic reliability are unclear. We propose a tripartite educational agenda for improving diagnostic performance among students, residents and practising physicians. This agenda includes strengthening the metacognitive abilities of clinicians, fostering intuitive reasoning and increasing awareness of the role of systems in the diagnostic process. The evidence supporting initiatives in each of these realms is reviewed and a course of future implementation and study is proposed. The barriers to designing and implementing this agenda are substantial and include limited evidence supporting these initiatives and the challenges of changing the practice patterns of practising physicians. Implementation will need to be accompanied by rigorous evaluation.

Background: The Objective Structured Teaching Encounter (OSTE) has been proposed as a means of promoting and assessing the teaching skills of medical faculty., Aims: To describe the uses of the OSTE and the evidence supporting its effectiveness., Method: MEDLINE (January 1966 through February 2010) was searched for English-language studies detailing the use of an OSTE for any educational purpose. Reference lists from relevant review articles and identified studies were also searched. Of the 354 papers initially identified, 22 were included in the review., Results: The OSTE has been used to assess and improve teaching performance and to assess the impact of other means of faculty development. Although qualitative results have been generally positive, there is little quantitative data to support using the OSTE as a means of improving teaching performance. There is moderate evidence suggesting the OSTE is a reliable and valid means of assessing teaching, although few ratings instruments have been adequately studied., Conclusions: The OSTE is a promising innovation with potential application to assessing and promoting the teaching skills of medical faculty. Further study is required to determine the most effective OSTE design.

Background: An increased emphasis on patient safety has led to calls for closer supervision of medical trainees. It is unclear what effect an increased degree of faculty presence will have on educational and clinical outcomes. The aim of this study was to evaluate resident and attending attitudes and preferences regarding overnight attending supervision., Methods: This study was a cross-sectional electronic survey of physicians. Participants were resident and faculty physicians recently on inpatient service rotations after implementation of an overnight attending coverage system., Results: Of 58 total respondents, most faculty (91%) and resident (92%) physicians reported they were satisfied with the overall quality of care delivered and believed the quality of care delivered overnight improved with an in-house attending system (90% and 85%, respectively). Most resident physicians (82%) believed the educational experience improved with the system of increased attending availability. Nearly all faculty (95%) and resident (97%) physicians preferred the in-house attending system to the traditional system of attendings being available by pager. The implementation of such coverage resulted in increased cost to the hospital for compensating covering hospitalist physicians., Conclusion: In-house attending coverage was acceptable to both residents and faculty, with perceived improvements in quality and educational experience.

Background: Despite an increasing emphasis on patient safety on the part of healthcare systems worldwide, diagnostic error remains common. Errors frequently result in significant clinical consequences and persist despite remarkable advances in diagnostic technology. Most medical students and physician trainees receive little instruction regarding both the root causes of diagnostic errors and how to avoid such errors., Aims: This installment of the '12 tips' series discusses how to familiarize the learner with the cognitive underpinnings of diagnostic error. It also describes how to teach several approaches to the diagnostic process that may lessen the likelihood of error., Methods: Specific educational practices are discussed in detail. Emphasis is placed on describing meta-cognitive techniques, promoting the value of the clinical examination, and employing simple diagnostic strategies, including 'diagnostic time-outs' and the practice of 'worst-case scenario' medicine., Conclusions: Clinical educators may help learners avoid diagnostic errors by employing several of the educational techniques described herein.

Background: Spiral computed tomographic pulmonary angiography (CTPA) has become the primary test used to investigate suspected pulmonary embolism (PE) at many institutions, despite uncertainty regarding its sensitivity and specificity. Although CTPA-based diagnostic algorithms focus on minimizing the false-negative rate, we hypothesized that increasing use of CTPA also might lead to false-positive diagnoses., Objective: Determine the frequency of possible false-positive diagnoses of PE when CTPA is the primary diagnostic test., Design: Retrospective cohort study., Setting: Two academic teaching hospitals., Participants: 322 patients with suspected PE evaluated with CTPA., Measurements: We used a validated prediction rule to determine the pretest probability of PE in each patient. We combined these pretest probabilities with published estimates of CTPA test characteristics to generate expected posttest probabilities of PE. We compared these posttest probabilities to actual treatment decisions to determine the rate of false-positive diagnoses of PE., Results: Among 322 patients investigated for PE, 37 (12%) had high pretest probability, 101 (32%) moderate, and 184 (57%) low. CT scans were interpreted as positive for PE in 57 patients (17.8%). Regardless of the pretest probability of PE, 96.5% of patients with a positive CTPA were treated with anticoagulants. Even under an optimistic assumption of CTPA test characteristics, as many as 25.4% of these patients may have been treated unnecessarily as a result of a false-positive diagnosis. Most of these patients had a low pretest probability of PE., Conclusions: Failure to utilize Bayesian reasoning when interpreting CTPA may lead to false-positive diagnoses of pulmonary embolism in a substantial proportion of patients., ((c) 2006 Society of Hospital Medicine.)

Background: Helical computed tomography (CT) has been proposed as a first-line test for the diagnosis of pulmonary embolism. How the test affects the diagnostic evaluation of patients with suspected pulmonary embolism is unknown., Methods: We examined a cohort of 360 patients evaluated for pulmonary embolism at a teaching hospital in the 4 years following the introduction of the helical CT scan. We collected patient demographic and clinical data to calculate the pretest likelihood of pulmonary embolism; we then read the test results and determined rates of further testing and treatment for pulmonary embolism., Results: After the helical CT scan became available, the number of patients referred for pulmonary embolism testing increased markedly from 170 to 624 total evaluations during 1997 to 2000 (P <0.01). This rise was due to increased use of the helical CT scan (9% to 83% of evaluations, P <0.01) as the use of ventilation-perfusion scanning (79% to 17%, P = 0.03) and pulmonary angiography (12% to <1%, P <0.01) fell. There was no change in the pre-test likelihood of disease over time, but the percentage of scans that were positive for pulmonary embolism rose (14% to 32%, P =0.02). Clinicians treated all patients who had a positive CT scan, but became less likely over time to order further testing for patients who had a negative scan (30% to 12%, P = 0.02)., Conclusion: At this academic medical center, introduction of the helical CT scan had a profound effect on the evaluation of pulmonary embolism, resulting in more frequent use of the CT scan, and more frequent diagnosis and treatment of pulmonary embolism, despite no change in the pretest probability of disease. Future studies should confirm our findings and determine whether increased detection of pulmonary emboli results in improved outcomes.

Purpose: To determine if CT variables predict in-hospital morbidity and mortality in patients with pulmonary embolism (PE)., Materials and Methods: CT scans and charts of 173 patients with CT scans positive for PE were reviewed. CT scans were reviewed for leftward ventricular septal bowing, increased right ventricle (RV) to left ventricle (LV) diameter ratio, clot burden, increased pulmonary artery to aorta diameter ratio, and oligemia. Charts were reviewed for severe morbidity and mortality outcomes: death from pulmonary emboli or any cause, and cardiac arrest. Charts were also reviewed for milder morbidity outcomes: intubation, vasopressor use, or admission to an intensive care unit (ICU) and for multiple comorbidities., Results: No CT predictor was significantly associated with severe morbidity or mortality outcomes. Ventricular septal bowing and increased RV/LV diameter ratio were both associated with subsequent admission to an ICU (P = 0.004 and P = 0.025, respectively). Oligemia (either lung) was associated with subsequent intubation; right lung oligemia was associated with the subsequent use of vasopressors. After controlling for history of congestive heart failure, ischemic heart disease, and pulmonary disease, both septal bowing and an increased RV/LV diameter ratio remained associated with admission to an ICU., Conclusion: No CT variables predicted severe in-hospital morbidity and mortality (death from pulmonary embolism, death from any cause, or cardiac arrest) in patients with PE. However, ventricular septal bowing and increased RV/LV diameter ratio were both strongly predictive of less severe morbidity, namely, subsequent ICU admission, and oligemia was associated with subsequent intubation and vasopressor use.

Context: Although few patients with acute abdominal pain will prove to have cholecystitis, ruling in or ruling out acute cholecystitis consumes substantial diagnostic resources., Objective: To determine if aspects of the history and physical examination or basic laboratory testing clearly identify patients who require diagnostic imaging tests to rule in or rule out the diagnosis of acute cholecystitis., Data Sources: Electronic search of the Science Citation Index, Cochrane Library, and English-language articles from January 1966 through November 2000 indexed in MEDLINE. We also hand-searched Index Medicus for 1950-1965, and scanned references in identified articles and bibliographies of prominent textbooks of physical examination, surgery, and gastroenterology. To identify relevant articles appearing since the comprehensive search, we repeated the MEDLINE search in July 2002., Study Selection: Included studies evaluated the role of the history, physical examination, and/or laboratory tests in adults with abdominal pain or suspected acute cholecystitis. Studies had to report data from a control group found not to have acute cholecystitis. Acceptable definitions of cholecystitis included surgery, pathologic examination, hepatic iminodiacetic acid scan or right upper quadrant ultrasound, or clinical course consistent with acute cholecystitis and no evidence for an alternate diagnosis. Studies of acalculous cholecystitis were included. Seventeen of 195 identified studies met the inclusion criteria., Data Extraction: Two authors independently abstracted data from the 17 included studies. Disagreements were resolved by discussion and consensus with a third author., Data Synthesis: No clinical or laboratory finding had a sufficiently high positive likelihood ratio (LR) or low negative LR to rule in or rule out the diagnosis of acute cholecystitis. Possible exceptions were the Murphy sign (positive LR, 2.8; 95% CI, 0.8-8.6) and right upper quadrant tenderness (negative LR, 0.4; 95% CI, 0.2-1.1), though the 95% CIs for both included 1.0. Available data on diagnostic confirmation rates at laparotomy and test characteristics of relevant radiological investigations suggest that the diagnostic impression of acute cholecystitis has a positive LR of 25 to 30. Unfortunately, the available literature does not identify the specific combinations of clinical and laboratory findings that presumably account for this diagnostic success., Conclusions: No single clinical finding or laboratory test carries sufficient weight to establish or exclude cholecystitis without further testing (eg, right upper quadrant ultrasound). Combinations of certain symptoms, signs, and laboratory results likely have more useful LRs, and presumably inform the diagnostic impressions of experienced clinicians. Pending further research characterizing the pretest probabilities associated with different clinical presentations, the evaluation of patients with abdominal pain suggestive of cholecystitis will continue to rely heavily on the clinical gestalt and diagnostic imaging.