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1.
Ultraschall Med ; 45(1): 77-83, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37257839

ABSTRACT

PURPOSE: Medical schools increasingly rely on near-peer tutors for ultrasound teaching. We set out to compare the efficacy of a blended near-peer ultrasound teaching program to that of a faculty course in a randomized controlled trial. METHODS: 152 medical students received 21 hours of ultrasound teaching either by near-peer teachers or medical doctors. The near-peer course consisted of blended learning that included spaced repetition. The faculty-led course was the European common course for abdominal sonography. The primary outcome measurement was the students' ultrasound knowledge at month 6, assessed by structured examination (score 0 to 50). Secondary outcomes included scores at month 0 and changes in scores after the course. RESULTS: Students in the near-peer group scored 37 points, and students in the faculty group scored 31 points six months after course completion. The difference of 5.99 points (95% CI 4.48;7.49) in favor of the near-peer group was significant (p<0.001). Scores immediately after the course were 3.8 points higher in the near-peer group (2.35; 5.25, p<0.001). Ultrasound skills decreased significantly in the six months after course completion in the faculty group (-2.41 points, [-3.39; -1.42], p<0.001]) but barely decreased in the near-peer group (-0.22 points, [-1.19; 0.75, p=0.66]). CONCLUSION: The near-peer course that combined blended learning and spaced repetition outperformed standard faculty teaching in basic ultrasound education. This study encourages medical schools to use peer teaching combined with e-learning and spaced repetition as an effective means to meet the increasing demand for ultrasound training.


Subject(s)
Education, Medical, Undergraduate , Students, Medical , Humans , Ultrasonography , Faculty , Curriculum , Peer Group
2.
BMC Med Educ ; 24(1): 666, 2024 Jun 17.
Article in English | MEDLINE | ID: mdl-38886688

ABSTRACT

BACKGROUND: Advanced Trauma Life Support (ATLS) is the gold standard of initial assessment of trauma patients and therefore a widely used training program for medical professionals. Practical application of the knowledge taught can be challenging for medical students and inexperienced clinicians. Simulation-based training, including virtual reality (VR), has proven to be a valuable adjunct to real-world experiences in trauma education. Previous studies have demonstrated the effectiveness of VR simulations for surgical and technical skills training. However, there is limited evidence on VR simulation training specifically for trauma education, particularly within the ATLS curriculum. The purpose of this pilot study is to evaluate the feasibility, effectiveness, and acceptance of using a fully immersive VR trauma simulation to prepare medical students for the ATLS course. METHODS: This was a prospective randomised controlled pilot study on a convenience sample of advanced medical students (n = 56; intervention group with adjunct training using a commercially available semi-automated trauma VR simulation, n = 28, vs control group, n = 28) taking part in the ATLS course of the Military Physician Officer School. Feasibility was assessed by evaluating factors related to technical factors of the VR training (e.g. rate of interruptions and premature termination). Objective and subjective effectiveness was assessed using confidence ratings at four pre-specified points in the curriculum, validated surveys, clinical scenario scores, multiple choice knowledge tests, and ATLS final clinical scenario and course pass rates. Acceptance was measured using validated instruments to assess variables of media use (Technology acceptance, usability, presence and immersion, workload, and user satisfaction). RESULTS: The feasibility assessment demonstrated that only one premature termination occurred and that all remaining participants in the intervention group correctly stabilised the patient. No significant differences between the two groups in terms of objective effectiveness were observed (p = 0.832 and p = 0.237 for the pretest and final knowledge test, respectively; p = 0.485 for the pass rates for the final clinical scenario on the first attempt; all participants passed the ATLS course). In terms of subjective effectiveness, the authors found significantly improved confidence post-VR intervention (p < .001) in providing emergency care using the ATLS principles. Perceived usefulness in the TEI was stated with a mean of 4 (SD 0.8; range 0-5). Overall acceptance and usability of the VR simulation was rated as positive (System Usability Scale total score mean 79.4 (SD 11.3, range 0-100). CONCLUSIONS: The findings of this prospective pilot study indicate the potential of using VR trauma simulations as a feasible and acceptable supplementary tool for the ATLS training course. Where objective effectiveness regarding test and scenario scores remained unchanged, subjective effectiveness demonstrated improvement. Future research should focus on identifying specific scenarios and domains where VR can outperform or enhance traditional learning methods in trauma simulation.


Subject(s)
Advanced Trauma Life Support Care , Simulation Training , Virtual Reality , Humans , Pilot Projects , Prospective Studies , Male , Female , Adult , Clinical Competence , Feasibility Studies , Students, Medical , Curriculum , Educational Measurement , Young Adult
3.
BMC Emerg Med ; 22(1): 109, 2022 06 15.
Article in English | MEDLINE | ID: mdl-35705901

ABSTRACT

BACKGROUND: Misdiagnosis is a major public health problem, causing increased morbidity and mortality. In the busy setting of an emergency department (ED) patients are diagnosed under difficult circumstances. As a consequence, the ED diagnosis at hospital admittance may often be a descriptive diagnosis, such as "decreased general condition". Our objective was to determine in how far patients with such an unspecific ED diagnosis differ from patients with a specific ED diagnosis and whether they experience a worse outcome. METHODS: We conducted a prospective observational study in Bern university hospital in Switzerland for all adult non-trauma patients admitted to any internal medicine ward from August 15th 2015 to December 7th 2015. Unspecific ED diagnoses were defined through the clinical classification software for ICD-10 by two outcome assessors. As outcome parameters, we assessed in-hospital mortality and length of hospital stay. RESULTS: Six hundred eighty six consecutive patients were included. Unspecific diagnoses were identified in 100 (14.6%) of all consultations. Patients receiving an unspecific diagnosis at ED discharge were significantly more often women (56.0% vs. 43.9%, p = 0.024), presented more often with a non-specific complaint (34% vs. 21%, p = 0.004), were less often demonstrating an abnormal heart rate (5.0% vs. 12.5%, p = 0.03), and less often on antibiotics (32.0% vs. 49.0%, p = 0.002). Apart from these, no studied drug intake, laboratory or clinical data including change in diagnosis was associated significantly with an unspecific diagnosis. Unspecific diagnoses were neither associated with in-hospital mortality in multivariable analysis (OR = 1.74, 95% CI: 0.60-5.04; p = 0.305) adjusted for relevant confounders nor with length of hospital stay (GMR = 0.87, 95% CI: 0.23-3.32; p = 0.840). CONCLUSIONS: Women and patients with non-specific presenting complaints and no abnormal heart rate are at risk of receiving unspecific ED diagnoses that do not allow for targeted treatment, discharge and prognosis. This study did not find an effect of such diagnoses on length of hospital stay nor in-hospital mortality.


Subject(s)
Emergency Service, Hospital , Patient Discharge , Adult , Female , Hospital Mortality , Humans , Length of Stay , Prospective Studies
4.
BMC Emerg Med ; 21(1): 133, 2021 11 10.
Article in English | MEDLINE | ID: mdl-34758749

ABSTRACT

BACKGROUND: Patients presenting with non-specific complaints (NSC), such as generalised weakness, or feeling unwell, constitute about 20% of emergency care consultations. In contrast to patients presenting with specific symptoms, these patients experience more hospitalisations, longer stays in hospital and even higher mortality. However, little is known about the actual resources spent on patients with NSC in the emergency department (ED). METHODS: We have conducted a retrospective analysis from January 1st, 2013 until December 31st, 2017 in a Swiss tertiary care ED to assess the impact of NSC on the utilisation of diagnostic resources in adult patients with highlyurgent or urgent medical complaints. RESULTS: We randomly selected 1500 medical consultations from our electronic health record database: The majority of patients (n = 1310, 87.3%) presented with a specific complaint; n = 190 (12.7%) with a NSC. Univariate analysis showed no significant difference in the utilisation of total diagnostic resources in the ED [specific complaints: 844 (577-1313) vs. NSC: 778 (551-1183) tax points, p = 0.092, median (interquartile range)]. A backward selection logistic regression model was adjusted for the identified covariates (age, diabetes, cerebrovascular and liver disease, malignancy, past myocardial infarction, antihypertensive, antithrombotic or antidiabetic medication, night or weekend admission and triage category). This identified a significant association of NSC with lower utilisation of ED diagnostic resources [geometric mean ratio (GMR) 0.91, 95% CI: 0.84-0.99, p = 0.042]. CONCLUSIONS: Non-specific complaints (NSC) are a frequent reason for emergency medicine consultations and are associated with lower utilisation of diagnostic resources during ED diagnostic testing than with specific complaints.


Subject(s)
Emergency Medical Services , Emergency Service, Hospital , Adult , Hospitalization , Humans , Retrospective Studies , Triage
5.
Emerg Med J ; 37(9): 546-551, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32647026

ABSTRACT

OBJECTIVES: A major cause for concern about increasing ED visits is that ED care is expensive. Recent research suggests that ED resource consumption is affected by patients' health status, varies between physicians and is context dependent. The aim of this study is to determine the relative proportion of characteristics of the patient, the physician and the context that contribute to ED resource consumption. METHODS: Data on patients, physicians and the context were obtained in a prospective observational cohort study of patients hospitalised to an internal medicine ward through the ED of the University Hospital Bern, Switzerland, between August and December 2015. Diagnostic resource consumption in the ED was modelled through a multilevel mixed effects linear regression. RESULTS: In total, 473 eligible patients seen by one of 38 physicians were included in the study. Diagnostic resource consumption heavily depends on physicians' ratings of case difficulty (p<0.001, z-standardised regression coefficient: 147.5, 95% CI 87.3 to 207.7) and-less surprising-on patients' acuity (p<0.001, 126.0, 95% CI 65.5 to 186.6). Neither the physician per se, nor their experience, the patients' chronic health status or the context seems to have a measurable impact (all p>0.05). CONCLUSIONS: Diagnostic resource consumption in the ED is heavily affected by physicians' situational confidence. Whether we should aim at altering physician confidence ultimately depends on its calibration with accuracy.


Subject(s)
Diagnostic Imaging/economics , Diagnostic Tests, Routine/economics , Emergency Service, Hospital/economics , Practice Patterns, Physicians'/economics , Resource Allocation/economics , Humans , Internal Medicine , Prospective Studies , Severity of Illness Index , Surveys and Questionnaires , Switzerland
6.
Med Klin Intensivmed Notfmed ; 119(3): 208-213, 2024 Apr.
Article in German | MEDLINE | ID: mdl-38087119

ABSTRACT

BACKGROUND: Emergency medicine faces the challenge of providing optimal care with limited resources. Especially in rare but critical situations (high-acuity low occurrence [HALO] situations), sound expertise is essential. Previous training approaches are time-limited and resource-intensive. AIM OF THE WORK: Medical extended reality (MXR) offers promising solutions. This article gives insight into the different areas of MXR and shows the application of MXR in emergency medicine using the HALO-MXR concept as an example. RESULTS AND DISCUSSION: MXR encompasses augmented reality (AR), virtual reality (VR) and mixed reality (MR). AR overlays digital information on the real world, enhancing perception and enabling interactive elements. VR creates an artificial three-dimensional (3D) environment in which the user is immersed. MR combines real and virtual elements. MXR offers advantages such as location-independent learning, virtual mentoring and scalability. However, it cannot replace existing training formats, but should be embedded in an overall concept. The HALO-MXR concept at Inselspital Bern includes e­learning, simulation-based training in VR and on-site, and HALO-Assist support through augmented reality. HALO-Assist provides around-the-clock AR support for HALO procedures via audio and video communication as well as overlayed annotations, objects and flowcharts. CONCLUSION: The integration of MXR into emergency medicine promises more efficient use of resources and enhanced training opportunities. The HALO-MXR concept demonstrates how MXR effectively combines simulation-based training in VR and AR assist to enhance the application of HALO procedures.


Subject(s)
Virtual Reality , Humans
7.
BMJ Open ; 14(7): e087469, 2024 Jul 18.
Article in English | MEDLINE | ID: mdl-39025818

ABSTRACT

INTRODUCTION: Versatile large language models (LLMs) have the potential to augment diagnostic decision-making by assisting diagnosticians, thanks to their ability to engage in open-ended, natural conversations and their comprehensive knowledge access. Yet the novelty of LLMs in diagnostic decision-making introduces uncertainties regarding their impact. Clinicians unfamiliar with the use of LLMs in their professional context may rely on general attitudes towards LLMs more broadly, potentially hindering thoughtful use and critical evaluation of their input, leading to either over-reliance and lack of critical thinking or an unwillingness to use LLMs as diagnostic aids. To address these concerns, this study examines the influence on the diagnostic process and outcomes of interacting with an LLM compared with a human coach, and of prior training vs no training for interacting with either of these 'coaches'. Our findings aim to illuminate the potential benefits and risks of employing artificial intelligence (AI) in diagnostic decision-making. METHODS AND ANALYSIS: We are conducting a prospective, randomised experiment with N=158 fourth-year medical students from Charité Medical School, Berlin, Germany. Participants are asked to diagnose patient vignettes after being assigned to either a human coach or ChatGPT and after either training or no training (both between-subject factors). We are specifically collecting data on the effects of using either of these 'coaches' and of additional training on information search, number of hypotheses entertained, diagnostic accuracy and confidence. Statistical methods will include linear mixed effects models. Exploratory analyses of the interaction patterns and attitudes towards AI will also generate more generalisable knowledge about the role of AI in medicine. ETHICS AND DISSEMINATION: The Bern Cantonal Ethics Committee considered the study exempt from full ethical review (BASEC No: Req-2023-01396). All methods will be conducted in accordance with relevant guidelines and regulations. Participation is voluntary and informed consent will be obtained. Results will be published in peer-reviewed scientific medical journals. Authorship will be determined according to the International Committee of Medical Journal Editors guidelines.


Subject(s)
Students, Medical , Humans , Students, Medical/psychology , Prospective Studies , Clinical Decision-Making , Germany , Education, Medical, Undergraduate/methods , Artificial Intelligence , Clinical Competence , Language , Randomized Controlled Trials as Topic
8.
Adv Simul (Lond) ; 9(1): 38, 2024 Sep 11.
Article in English | MEDLINE | ID: mdl-39261889

ABSTRACT

BACKGROUND: Inadequate collaboration in healthcare can lead to medical errors, highlighting the importance of interdisciplinary teamwork training. Virtual reality (VR) simulation-based training presents a promising, cost-effective approach. This study evaluates the effectiveness of the Team Emergency Assessment Measure (TEAM) for assessing healthcare student teams in VR environments to improve training methodologies. METHODS: Forty-two medical and nursing students participated in a VR-based neurological emergency scenario as part of an interprofessional team training program. Their performances were assessed using a modified TEAM tool by two trained coders. Reliability, internal consistency, and concurrent validity of the tool were evaluated using intraclass correlation coefficients (ICC) and Cronbach's alpha. RESULTS: Rater agreement on TEAM's leadership, teamwork, and task management domains was high, with ICC values between 0.75 and 0.90. Leadership demonstrated strong internal consistency (Cronbach's alpha = 0.90), while teamwork and task management showed moderate to acceptable consistency (alpha = 0.78 and 0.72, respectively). Overall, the TEAM tool exhibited high internal consistency (alpha = 0.89) and strong concurrent validity with significant correlations to global performance ratings. CONCLUSION: The TEAM tool proved to be a reliable and valid instrument for evaluating team dynamics in VR-based training scenarios. This study highlights VR's potential in enhancing medical education, especially in remote or distanced learning contexts. It demonstrates a dependable approach for team performance assessment, adding value to VR-based medical training. These findings pave the way for more effective, accessible interdisciplinary team assessments, contributing significantly to the advancement of medical education.

9.
Front Psychol ; 14: 1232628, 2023.
Article in English | MEDLINE | ID: mdl-37941756

ABSTRACT

Introduction: Effective teamwork plays a critical role in achieving high-performance outcomes in healthcare. Consequently, conducting a comprehensive assessment of team performance is essential for providing meaningful feedback during team trainings and enabling comparisons in scientific studies. However, traditional methods like self-reports or behavior observations have limitations such as susceptibility to bias or being resource consuming. To overcome these limitations and gain a more comprehensive understanding of team processes and performance, the assessment of objective measures, such as physiological parameters, can be valuable. These objective measures can complement traditional methods and provide a more holistic view of team performance. The aim of this study was to explore the potential of the use of objective measures for evaluating team performance for research and training purposes. For this, experts in the field of research and medical simulation training were interviewed to gather their opinions, ideas, and concerns regarding this novel approach. Methods: A total of 34 medical and research experts participated in this exploratory qualitative study, engaging in semi-structured interviews. During the interview, experts were asked for (a) their opinion on measuring team performance with objective measures, (b) their ideas concerning potential objective measures suitable for measuring team performance of healthcare teams, and (c) their concerns regarding the use of objective measures for evaluating team performance. During data analysis responses were categorized per question. Results: The findings from the 34 interviews revealed a predominantly positive reception of the idea of utilizing objective measures for evaluating team performance. However, the experts reported limited experience in actively incorporating objective measures into their training and research. Nevertheless, they identified various potential objective measures, including acoustical, visual, physiological, and endocrinological measures and a time layer. Concerns were raised regarding feasibility, complexity, cost, and privacy issues associated with the use of objective measures. Discussion: The study highlights the opportunities and challenges associated with employing objective measures to assess healthcare team performance. It particularly emphasizes the concerns expressed by medical simulation experts and team researchers, providing valuable insights for developers, trainers, researchers, and healthcare professionals involved in the design, planning or utilization of objective measures in team training or research.

10.
GMS J Med Educ ; 40(2): Doc16, 2023.
Article in English | MEDLINE | ID: mdl-37361243

ABSTRACT

Background: Virtual reality (VR) can offer an innovative approach to providing training in emergency situations, especially in times of COVID-19. There is no risk of infection, and the procedure is scalable and resource-efficient. Nevertheless, the challenges and problems that can arise in the development of VR training are often unclear or underestimated. As an example, we present the evaluation of the feasibility of development of a VR training session for the treatment of dyspnoea. This is based on frameworks for serious games, and provides lessons learned. We evaluate the VR training session with respect to usability, satisfaction, as well as perceived effectiveness and workload of participants. Methods: The VR training was developed using the established framework (Steps 1-4) for serious games of Verschueren et al. and Nicholson's RECIPE elements for meaningful gamification. Primary validation (Step 4) was performed at the University of Bern, Switzerland, in a pilot study without control group, with a convenience sample of medical students (n=16) and established measurement tools. Results: The theoretical frameworks permitted guided development of the VR training session. Validation gave a median System Usability Scale of 80 (IQR 77.5-85); for the User Satisfaction Evaluation Questionnaire, the median score was 27 (IQR 26-28). After the VR training, there was a significant gain in the participants' confidence in treating a dyspnoeic patient (median pre-training 2 (IQR 2-3) vs. post-training 3 (IQR 3-3), p=0.016).Lessons learned include the need for involving medical experts, medical educators and technical experts at an equivalent level during the entire development process. Peer-teaching guidance for VR training was feasible. Conclusion: The proposed frameworks can be valuable tools to guide the development and validation of scientifically founded VR training. The new VR training session is easy and satisfying to use and is effective - and is almost without motion sickness.


Subject(s)
COVID-19 , Virtual Reality , Humans , Pilot Projects , COVID-19/epidemiology , Emergency Treatment , Dyspnea/therapy
11.
Emerg Infect Dis ; 18(1): 98-101, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22261201

ABSTRACT

We report 5 cases of disseminated infection caused by Blastoschizomyces capitatus yeast in central Switzerland. The emergence of this yeast in an area in which it is not known to be endemic should alert clinicians caring for immunocompromised patients outside the Mediterranean region to consider infections caused by unfamiliar fungal pathogens.


Subject(s)
Ascomycota/isolation & purification , Communicable Diseases, Emerging/epidemiology , Mycoses/epidemiology , Mycoses/microbiology , Aged , Antifungal Agents/therapeutic use , Communicable Diseases, Emerging/drug therapy , Fatal Outcome , Female , Humans , Immunocompromised Host , Male , Microbial Sensitivity Tests , Middle Aged , Mycoses/drug therapy , Switzerland/epidemiology
12.
Front Psychol ; 13: 1031902, 2022.
Article in English | MEDLINE | ID: mdl-36710771

ABSTRACT

Introduction: Perceived teamwork quality is associated with numerous work-related outcomes, ranging from team effectiveness to job satisfaction. This study explored what situational and stable factors affect the perceived quality of teamwork during a specific team task: when a medical team comprising a senior (supervisor) and a junior (trainee) physician diagnoses a patient. Methods: During a field study in an emergency department, multisource data describing the patients, the diagnosing physicians, and the context were collected, including physicians' ratings of their teamwork. The relationships between perceived teamwork quality and situational (e.g., workload) and stable (e.g., seniority) factors were estimated in a latent regression model using the structural equation modeling (SEM) approach. Results: Across the N = 495 patients included, SEM analyses revealed that the patient-specific case clarity and urgency influenced the perceived teamwork quality positively, whereas the work experience of the supervisor influenced the perceived teamwork quality of both supervisor and trainee negatively, albeit to different degrees. Discussion: Our findings shed light on the complex underpinnings of perceived teamwork quality, a performance-relevant factor that may influence work and organizational effectiveness in healthcare settings.

13.
PLoS One ; 16(2): e0247244, 2021.
Article in English | MEDLINE | ID: mdl-33606767

ABSTRACT

BACKGROUND: Emergency Department (ED) visits and health care costs are increasing globally, but little is known about contributing factors of ED resource consumption. This study aims to analyse and to predict the total ED resource consumption out of the patient and consultation characteristics in order to execute performance analysis and evaluate quality improvements. METHODS: Characteristics of ED visits of a large Swiss university hospital were summarized according to acute patient condition factors (e.g. chief complaint, resuscitation bay use, vital parameter deviations), chronic patient conditions (e.g. age, comorbidities, drug intake), and contextual factors (e.g. night-time admission). Univariable and multivariable linear regression analyses were conducted with the total ED resource consumption as the dependent variable. RESULTS: In total, 164,729 visits were included in the analysis. Physician resources accounted for the largest proportion (54.8%), followed by radiology (19.2%), and laboratory work-up (16.2%). In the multivariable final model, chief complaint had the highest impact on the total ED resource consumption, followed by resuscitation bay use and admission by ambulance. The impact of age group was small. The multivariable final model was validated (R2 of 0.54) and a scoring system was derived out of the predictors. CONCLUSIONS: More than half of the variation in total ED resource consumption can be predicted by our suggested model in the internal validation, but further studies are needed for external validation. The score developed can be used to calculate benchmarks of an ED and provides leaders in emergency care with a tool that allows them to evaluate resource decisions and to estimate effects of organizational changes.


Subject(s)
Emergency Medical Services/classification , Emergency Medical Services/economics , Emergency Service, Hospital/economics , Benchmarking , Health Care Costs , Health Care Surveys , Humans , Linear Models , Retrospective Studies , Switzerland , Universities
14.
JMIR Serious Games ; 9(4): e29586, 2021 Oct 08.
Article in English | MEDLINE | ID: mdl-34623315

ABSTRACT

BACKGROUND: Although the proper use of hygiene and personal protective equipment (PPE) is paramount for preventing the spread of diseases such as COVID-19, health care personnel have been shown to use incorrect techniques for donning/doffing of PPE and hand hygiene, leading to a large number of infections among health professionals. Education and training are difficult owing to the social distancing restrictions in place, shortages of PPE and testing material, and lack of evidence on optimal training. Virtual reality (VR) simulation can offer a multisensory, 3-D, fully immersive, and safe training opportunity that addresses these obstacles. OBJECTIVE: The aim of this study is to explore the short- and long-term effectiveness of a fully immersive VR simulation versus a traditional learning method regarding a COVID-19-related skill set and media-specific variables influencing training outcomes. METHODS: This was a prospective, randomized controlled pilot study on medical students (N=29; intervention VR training, n=15, vs control video-based instruction, n=14) to compare the performance of hand disinfection, nasopharyngeal swab taking, and donning/doffing of PPE before and after training and 1 month later as well as variables of media use. RESULTS: Both groups performed significantly better after training, with the effect sustained over one month. After training, the VR group performed significantly better in taking a nasopharyngeal swab, scoring a median of 14 out of 17 points (IQR 13-15) versus 12 out of 17 points (IQR 11-14) in the control group, P=.03. With good immersion and tolerability of the VR simulation, satisfaction was significantly higher in the VR group compared to the control group (median score of User Satisfaction Evaluation Questionnaire 27/30, IQR 23-28, vs 22/30, IQR 20-24, in the control group; P=.01). CONCLUSIONS: VR simulation was at least as effective as traditional learning methods in training medical students while providing benefits regarding user satisfaction. These results add to the growing body of evidence that VR is a useful tool for acquiring simple and complex clinical skills.

15.
Diagnosis (Berl) ; 9(2): 241-249, 2021 10 21.
Article in English | MEDLINE | ID: mdl-34674415

ABSTRACT

OBJECTIVES: Identification of diagnostic error is complex and mostly relies on expert ratings, a severely limited procedure. We developed a system that allows to automatically identify diagnostic labelling error from diagnoses coded according to the international classification of diseases (ICD), often available as routine health care data. METHODS: The system developed (index test) was validated against rater based classifications taken from three previous studies of diagnostic labeling error (reference standard). The system compares pairs of diagnoses through calculation of their distance within the ICD taxonomy. Calculation is based on four different algorithms. To assess the concordance between index test and reference standard, we calculated the area under the receiver operating characteristics curve (AUROC) and corresponding confidence intervals. Analysis were conducted overall and separately per algorithm and type of available dataset. RESULTS: Diagnoses of 1,127 cases were analyzed. Raters previously classified 24.58% of cases as diagnostic labelling errors (ranging from 12.3 to 87.2% in the three datasets). AUROC ranged between 0.821 and 0.837 overall, depending on the algorithm used to calculate the index test (95% CIs ranging from 0.8 to 0.86). Analyzed per type of dataset separately, the highest AUROC was 0.924 (95% CI 0.887-0.962). CONCLUSIONS: The trigger system to automatically identify diagnostic labeling error from routine health care data performs excellent, and is unaffected by the reference standards' limitations. It is however only applicable to cases with pairs of diagnoses, of which one must be more accurate or otherwise superior than the other, reflecting a prevalent definition of a diagnostic labeling error.


Subject(s)
Algorithms , Diagnostic Errors/prevention & control , Humans
16.
Praxis (Bern 1994) ; 109(8): 631-635, 2020.
Article in German | MEDLINE | ID: mdl-32517595

ABSTRACT

Peer Teaching in Ultrasound Education - A Narrative Review Abstract. Learning about ultrasound is becoming an increasingly important component of the undergraduate medical curriculum. However, teaching about this is very time-consuming, which is why many universities use peer teaching in ultrasound training. Peer teaching has various advantages that go beyond reducing specialists' teaching time: students may learn more from their peers because their cognitive schemata are more congruent and they are more likely to be open about their learning deficits. In addition, the process of teaching leads to increased learning and motivation in the peer teachers themselves. Most studies that compare peer teaching with teaching from medically qualified tutors show comparable learning effects, with different advantages for the two settings.


Subject(s)
Curriculum , Education, Medical, Undergraduate , Students, Medical , Humans , Learning , Peer Group
17.
Scand J Trauma Resusc Emerg Med ; 27(1): 54, 2019 May 08.
Article in English | MEDLINE | ID: mdl-31068188

ABSTRACT

BACKGROUND: Diagnostic errors occur frequently, especially in the emergency room. Estimates about the consequences of diagnostic error vary widely and little is known about the factors predicting error. Our objectives thus was to determine the rate of discrepancy between diagnoses at hospital admission and discharge in patients presenting through the emergency room, the discrepancies' consequences, and factors predicting them. METHODS: Prospective observational clinical study combined with a survey in a University-affiliated tertiary care hospital. Patients' hospital discharge diagnosis was compared with the diagnosis at hospital admittance through the emergency room and classified as similar or discrepant according to a predefined scheme by two independent expert raters. Generalized linear mixed-effects models were used to estimate the effect of diagnostic discrepancy on mortality and length of hospital stay and to determine whether characteristics of patients, diagnosing physicians, and context predicted diagnostic discrepancy. RESULTS: 755 consecutive patients (322 [42.7%] female; mean age 65.14 years) were included. The discharge diagnosis differed substantially from the admittance diagnosis in 12.3% of cases. Diagnostic discrepancy was associated with a longer hospital stay (mean 10.29 vs. 6.90 days; Cohen's d 0.47; 95% confidence interval 0.26 to 0.70; P = 0.002) and increased patient mortality (8 (8.60%) vs. 25(3.78%); OR 2.40; 95% CI 1.05 to 5.5 P = 0.038). A factor available at admittance that predicted diagnostic discrepancy was the diagnosing physician's assessment that the patient presented atypically for the diagnosis assigned (OR 3.04; 95% CI 1.33-6.96; P = 0.009). CONCLUSIONS: Diagnostic discrepancies are a relevant healthcare problem in patients admitted through the emergency room because they occur in every ninth patient and are associated with increased in-hospital mortality. Discrepancies are not readily predictable by fixed patient or physician characteristics; attention should focus on context. TRIAL REGISTRATION: https://bmjopen.bmj.com/content/6/5/e011585.


Subject(s)
Diagnostic Errors/mortality , Emergency Service, Hospital/statistics & numerical data , Length of Stay/trends , Aged , Female , Follow-Up Studies , Hospital Mortality/trends , Humans , Male , Middle Aged , Patient Discharge/trends , Prospective Studies , Switzerland/epidemiology
18.
Scand J Trauma Resusc Emerg Med ; 26(1): 60, 2018 Jul 16.
Article in English | MEDLINE | ID: mdl-30012186

ABSTRACT

BACKGROUND: Up to 20% of patients admitted to an emergency department present with non-specific complaints. Retrospective studies suggest an increased risk of misdiagnosis and hospital admission for these patients, but prospective comparisons of the outcomes of emergency patients with non-specific complaints versus specific complaints are lacking. METHODS: All consecutive patients ≥18 years of age admitted to any internal medicine ward at Bern University Hospital via the emergency department from August 15th 2015 to December 7th 2015 were prospectively included and followed up upon. Patients with non-specific complaints were compared against those with specific complaints regarding the quality of their emergency department diagnosis, length of hospital stay and in-hospital mortality. RESULTS: Seven hundred and-eleven patients, 165 (23.21%) with non-specific complaints and 546 with specific complaints, were included in this study. No differences between patient groups regarding age, gender or initial severity of the medical problem (deducted from triage category and treatment in a resuscitation bay) were found. Patients with non-specific complaints received more unspecific diagnoses (30.3% vs. 23.1%, p = 0.001, OR = 1.82 [95% CI 1.159-2.899]), were hospitalized significantly longer (Median = 6.51 (IQR = 5.85) vs. 5.22 (5.83) days, p = 0.025, d = 0.2) but did not have a higher mortality than patients with specific complaints (7.3% vs. 3.7%, p = 0.087, OR 1.922 [95% CI 0.909-4.065]). CONCLUSIONS: Non-specific complaints in patients admitted to an emergency department result in low-quality diagnoses and lengthened hospitalization, despite the patients being comparable to patients with specific complaints at admission.


Subject(s)
Critical Illness/therapy , Diagnostic Errors , Diagnostic Self Evaluation , Emergency Service, Hospital/standards , Guideline Adherence , Length of Stay/trends , Triage/methods , Aged , Critical Illness/epidemiology , Female , Hospital Mortality/trends , Humans , Incidence , Male , Middle Aged , Prospective Studies , Reproducibility of Results , Switzerland/epidemiology
19.
Adv Med Educ Pract ; 7: 673-680, 2016.
Article in English | MEDLINE | ID: mdl-28008300

ABSTRACT

BACKGROUND: Little is known about the attitudes toward, use of, and perceived barriers to clinical guidelines in Switzerland, a country with no national guideline agency. Moreover, there is no available data on the objective assessment of guideline knowledge in Switzerland. Therefore, we conducted a study at a large university's Department of General Internal Medicine in Switzerland to assess physicians' attitudes toward, use of, perceived barriers to, and knowledge of clinical guidelines. PARTICIPANTS AND METHODS: Ninety-six physicians (residents, n=78, and attendings, n=18) were invited to take part in a survey. Attitudes toward, self-reported use of, and barriers hindering adherence to the clinical guidelines were assessed using established scales and frameworks. Knowledge of the guidelines was objectively tested in a written assessment comprising of 14 multiple-choice and 3 short answer case-based questions. RESULTS: Fifty-five participants completed the survey (residents, n=42, and attendings, n=13; overall response rate 57%). Of these, 50 took part in the knowledge assessment (residents, n=37, and attendings, n=13; overall response rate 52%). Attitudes toward guidelines were favorable. They were considered to be a convenient source of advice (94% agreement), good educational tools (89% agreement), and likely to improve patient quality of care (91% agreement). Self-reported use of guidelines was limited, with only one-third reporting using guidelines often or very often. The main barriers to guideline adherence were identified as lack of guideline awareness and familiarity, applicability of existing guidelines to multimorbid patients, unfavorable guideline factors, and lack of time as well as inertia toward changing previous practice. In the assessment of guideline knowledge, the scores were rather modest (mean ± standard deviation: 60.5%±12.7% correct answers). CONCLUSION: In general, this study found favorable physician attitudes toward clinical guidelines. However, several barriers hindering guideline implementation were identified. The importance of improving guideline implementation was supported by modest results in a guideline knowledge test.

20.
Nutrition ; 32(3): 355-61, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26724958

ABSTRACT

OBJECTIVES: To improve malnutrition awareness and management in our department of general internal medicine; to assess patients' nutritional risk; and to evaluate whether an online educational program leads to an increase in basic knowledge and more frequent nutritional therapies. METHODS: A prospective pre-post intervention study at a university department of general internal medicine was conducted. Nutritional screening using Nutritional Risk Score 2002 (NRS 2002) was performed, and prescriptions of nutritional therapies were assessed. The intervention included an online learning program and a pocket card for all residents, who had to fill in a multiple-choice questions (MCQ) test about basic nutritional knowledge before and after the intervention. RESULTS: A total of 342 patients were included in the preintervention phase, and 300 were in the postintervention phase. In the preintervention phase, 54.1% were at nutritional risk (NRS 2002 ≥3) compared with 61.7% in the postintervention phase. There was no increase in the prescription of nutritional therapies (18.7% versus 17.0%). Forty-nine and 41 residents (response rate 58% and 48%) filled in the MCQ test before and after the intervention, respectively. The mean percentage of correct answers was 55.6% and 59.43%, respectively (which was not significant). Fifty of 84 residents completed the online program. The residents who participated in the whole program scored higher on the second MCQ test (63% versus 55% correct answers, P = 0.031). CONCLUSIONS: Despite a high ratio of malnourished patients, the nutritional intervention, as assessed by nutritional prescriptions, is insufficient. However, the simple educational program via Internet and usage of NRS 2002 pocket cards did not improve either malnutrition awareness or nutritional treatment. More sophisticated educational systems to fight malnutrition are necessary.


Subject(s)
Internal Medicine/education , Malnutrition/diagnosis , Malnutrition/therapy , Aged , Aged, 80 and over , Body Mass Index , Female , Follow-Up Studies , Hospitalization , Humans , Internship and Residency , Male , Middle Aged , Nutrition Assessment , Nutrition Therapy/methods , Nutritional Status , Prospective Studies
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