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Telemedicine for stroke (Telestroke) has been a key component to efficient, widespread acute stroke care for many years. The expansion of reimbursement through the Furthering Access to Stroke Telemedicine Act and rapid deployment of telemedicine resources during the COVID-19 public health emergency have further expanded remote care, with practitioners of varying educational backgrounds, and experience providing acute stroke care via telemedicine (Telestroke). Some Telestroke practitioners have not had fellowship-level vascular neurology training and many are without training specific to virtual modalities. While many vascular neurology fellowship programs incorporate Telestroke training into the curriculum, components of this curriculum are not consistent, extent of involvement is variable, and not all fellows receive hands-on training in remote care. Furthermore, the extent of training and evaluation of Telestroke in American Board of Psychiatry and Neurology training requirements and Accreditation Council for Graduate Medical Education assessments for vascular neurology fellowship are not standardized. We suggest that Telestroke be formally incorporated into vascular neurology fellowship curricula and provide considerations for key components of this training and metrics for evaluation.
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The goal of better medical student preparation for clinical practice drives curricular initiatives worldwide. Learning theory underpins Entrustable Professional Activities (EPAs) as a means of safe transition to independent practice. Regulators mandate senior assistantships to improve practice readiness. It is important to know whether meaningful EPAs occur in assistantships, and with what impact. Final year students at one UK medical school kept learning logs and audio-diaries for six one-week periods during a year-long assistantship. Further data were also obtained through interviewing participants when students and after three months as junior doctors. This was combined with data from new doctors from 17 other UK schools. Realist methods explored what worked for whom and why. 32 medical students and 70 junior doctors participated. All assistantship students reported engaging with EPAs but gaps in the types of EPAs undertaken exist, with level of entrustment and frequency of access depending on the context. Engagement is enhanced by integration into the team and shared understanding of what constitutes legitimate activities. Improving the shared understanding between student and supervisor of what constitutes important assistantship activity may result in an increase in the amount and/or quality of EPAs achieved.
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Estudantes de Medicina , Humanos , Educação Baseada em Competências , Aprendizagem , Corpo Clínico Hospitalar , Competência Clínica , Reino UnidoRESUMO
The widespread use of WhatsApp as a communication tool makes it a candidate platform to facilitate the delivery of educational materials to radiology trainees in Eastern Africa. The aim of this pilot program is to assess the novel approach of using WhatsApp as a learning tool in pediatric radiology for residents in Kenya, Rwanda, Tanzania and Uganda. We recruited radiology residents to participate in a 3-month case-based pediatric radiology learning module that was delivered through WhatsApp to personal cell phones. Residents were presented with a multiple choice question once a week. Once they submitted their answer, the correct answer and explanations for each choice were provided. Questionnaires investigated comfort with reading pediatric radiology imaging, perception of the module content and convenience of the approach. Of the 72 participants, 40 (56%) responded to all 12 questions and both questionnaires, of whom 22 (55%) reported little to no comfort before the module and feeling very comfortable after. Confidence decreased with the number of incorrect answers. There was no correlation between the number of correct answers and the year level of the resident. Participants reported that the module was useful for learning pediatric radiology, found the material moderately difficult and found the application convenient for learning. Pediatric radiology educational content delivered over WhatsApp to residents in Eastern Africa is perceived as beneficial and convenient. This interactive learning platform provides opportunities for mentorship and enhanced learning of pediatric radiology.
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Internato e Residência , Radiologia , Treinamento por Simulação , Humanos , Criança , Projetos Piloto , Radiologia/educação , TanzâniaRESUMO
PURPOSE: To validate the Motivated Strategies for Learning Questionnaire (MSLQ), which measures learner motivations; and the Instructional Materials Motivation Survey (IMMS), which measures the motivational properties of educational activities. METHODS: Participants (333 pharmacists, physicians, and advanced practice providers) completed the MSLQ, IMMS, Congruence-Personalization Questionnaire (CPQ), and a knowledge test immediately following an online learning module (April 2021). We randomly divided data for split-sample analysis using confirmatory factor analysis (CFA), exploratory factor analysis (EFA), and the multitrait-multimethod matrix. RESULTS: Cronbach alpha was ≥0.70 for most domains. CFA using sample 1 demonstrated suboptimal fit for both instruments, including 3 negatively-worded IMMS items with particularly low loadings. Revised IMMS (RIMMS) scores (which omit negatively-worded items) demonstrated better fit. Guided by EFA, we identified a novel 3-domain, 11-item 'MSLQ-Short Form-Revised' (MSLQ-SFR, with domains: Interest, Self-efficacy, and Attribution) and the 4-domain, 12-item RIMMS as the best models. CFA using sample 2 confirmed good fit. Correlations among MSLQ-SFR, RIMMS, and CPQ scores aligned with predictions; correlations with knowledge scores were small. CONCLUSIONS: Original MSLQ and IMMS scores show poor model fit, with negatively-worded items notably divergent. Revised, shorter models-the MSLQ-SFR and RIMMS-show satisfactory model fit (internal structure) and relations with other variables.
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PURPOSE: Management reasoning is a distinct subset of clinical reasoning. We sought to explore features to be considered when designing assessments of management reasoning. METHODS: This is a hybrid empirical research study, narrative review, and expert perspective. In 2021, we reviewed and discussed 10 videos of simulated (staged) physician-patient encounters, actively seeking actions that offered insights into assessment of management reasoning. We analyzed our own observations in conjunction with literature on clinical reasoning assessment, using a constant comparative qualitative approach. RESULTS: Distinguishing features of management reasoning that will influence its assessment include management scripts, shared decision-making, process knowledge, illness-specific knowledge, and tailoring of the encounter and management plan. Performance domains that merit special consideration include communication, integration of patient preferences, adherence to the management script, and prognostication. Additional facets of encounter variation include the clinical problem, clinical and nonclinical patient characteristics (including preferences, values, and resources), team/system characteristics, and encounter features. We cataloged several relevant assessment approaches including written/computer-based, simulation-based, and workplace-based modalities, and a variety of novel response formats. CONCLUSIONS: Assessment of management reasoning could be improved with attention to the performance domains, facets of variation, and variety of approaches herein identified.
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BACKGROUND: The Progress Test is an individual assessment applied to all students at the same time and on a regular basis. The test was structured in the medical undergraduate education of a conglomerate of schools to structure a programmatic assessment integrated into teaching. This paper presents the results of four serial applications of the progress test and the feedback method to students. METHODS: This assessment comprises 120 items offered online by means of a personal password. Items are authored by faculty, peer-reviewed, and approved by a committee of experts. The items are classified by five major areas, by topics used by the National Board of Medical Examiners and by medical specialties related to a national Unified Health System. The correction uses the Item Response Theory with analysis by the "Rasch" model that considers the difficulty of the item. RESULTS: Student participation increased along the four editions of the tests, considering the number of enrollments. The median performances increased in the comparisons among the sequential years in all tests, except for test1 - the first test offered to schools. Between subsequent years of education, 2nd-1st; 4th-3rd and 5th-4th there was an increase in median scores from progress tests 2 through 4. The final year of undergraduate showed a limited increase compared to the 5th year. There is a consistent increase in the median, although with fluctuations between the observed intervals. CONCLUSION: The progress test promoted the establishment of regular feedback among students, teachers and coordinators and paved the road to engagement much needed to construct an institutional programmatic assessment.
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Educação de Graduação em Medicina , Avaliação Educacional , Humanos , Avaliação Educacional/métodos , Estudantes de MedicinaRESUMO
BACKGROUND: Introducing students to the "planetary health lenses" perspective is crucial. Comprehensive strategies for teaching this perspective are lacking, especially in the domains of "interconnection within nature (IWN)" and "systems thinking/complexity." There is also a scarcity of studies assessing medical students' opinions on planetary health and evaluating teaching strategies. OBJECTIVE: To understand Brazilian medical students' perceptions and knowledge of planetary health (PH) and evaluate the application of the educational material "Patient and Clinic through the Lens of Planetary Health," which addresses "IWN" and "complexity" through the sociological lens of Actor-Network Theory, in an integrative course at a medical school in Brazil. METHODS: A mixed-methods, quasi-experimental design involving two medical student classes during 2022/2023. Participants completed a questionnaire on sociodemographic data; pre- and post-intervention closed-ended questions about perceptions related to PH, and an open-ended questionnaire on experience and learning. Each student group presented a portfolio under the planetary health lenses regarding a real patient, developing a network diagram that described the social network involving both human and non-human actors with which this person is interconnected. The cohorts participated in "IWN" activities: a contemplative trail or reflection on belonging to the planet. RESULTS: Ninety-six students and 9 professors participated. The majority of students (66.7%) reported significant or extremely significant learning from the sessions. There was an increase in perception of the need for physicians to incorporate PH into their clinical practice (p = 0.002; r = 0.46) and an intensification of the sense of interconnection with the environment (p = 0.003; r = 0.46). There was a gain in knowledge about how many diseases were related to PH (p < 0.02 for all 13 listed diseases). The majority (83%) found the sessions relevant or highly relevant and commented on their impact, both professionally and personally. CONCLUSIONS: Teaching PH in a medical school allowed students to learn from the patient's perspective, considering psychosocial and environmental determinants, about the intrinsic interdependence between population's health and PH. This strategy made a significant contribution by proposing pioneering didactics and offering valuable insights into the challenges and nuances of teaching PH.
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Educação de Graduação em Medicina , Educação Médica , Estudantes de Medicina , Humanos , Estudantes de Medicina/psicologia , Planetas , Educação em Saúde , Atitude , Análise de Sistemas , Educação de Graduação em Medicina/métodos , CurrículoRESUMO
BACKGROUND: Standard training for ultrasound-guided cyst needle aspiration is currently performed on live patients during residency. This practice presents risk of iatrogenic injury to patients and provides a high-stress learning environment for medical trainees. Simulation training using synthetic cysts in a formalin-embalmed cadaver model may allow for realistic, practical, and effective training free from patient risk. METHODS: Thirty first-year medical students viewed an orientation video, then attended a skills workshop to perform cyst needle aspiration in formalin-embalmed cadaver tissue under ultrasound guidance. Participants were randomly assigned to one of three ultrasound-trained instructor-types which included a medical student, clinical anatomist, or an ultrasound fellowship trained emergency medicine physician. After training, participants underwent a 5-min skills test to assess their ability to drain a synthetic cyst independently. Pre- and post-training self-confidence surveys were administered. RESULTS: Ultrasound images of synthetic cysts in formalin-embalmed tissue were clear and realistic in appearance, and sonographic needle visualization was excellent. Participants took an average of 161.5 s and 1.9 attempts to complete the procedure. Two of the 30 participants could not complete the procedure within the time limit. Participants' self-reported confidence with respect to all aspects of the procedure significantly increased post-training. Mean confidence scores rose from 1.2 (95% CI 0.96 to 1.39) to 4.4 (95% CI 4.09 to 4.53) (P < 0.0001) Procedure time, number of attempts, performance scores, and self-confidence outcomes were not significantly affected by instructor type. CONCLUSIONS: The use of synthetic cysts in formalin-embalmed cadaveric tissue is feasible, realistic, and efficacious for the teaching of ultrasound-guided needle aspiration to novice medical trainees. This simulation training method can be delivered effectively by multiple instructor types and may allow medical trainees to increase their tactical skill and self-confidence prior to performing ultrasound-guided cyst needle aspiration on live patients.
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Cadáver , Competência Clínica , Treinamento por Simulação , Humanos , Formaldeído , Estudantes de Medicina , Embalsamamento , Ultrassonografia de Intervenção , Masculino , Educação de Graduação em Medicina/métodos , FemininoRESUMO
The Pan American Health Organization has been committed to training physicians in leadership competencies since 2008. However, four reviews on teaching leadership using competency-based education in undergraduate medical education (UME) identified only two of 35 MS: Canada and the USA. Previous reviews did not use a systemic approach or qualitative methodology to explore factors influencing leadership education. Therefore, this review aims to identify facilitating and inhibiting factors in teaching leadership in UME using a scoping review and thematic analysis. Six databases containing grey and indexed literature in English, Spanish, and Portuguese were searched, including a hand search and authors' consultations. Forty-eight documents out of 7849 were selected based on eligibility criteria. Braun and Clarke's thematic analysis guide was used, identifying eight themes: curriculum, intended learning outcomes, teaching methods, assessment, addressing barriers, supporting organisational change, building networks, and developing expertise. Considering these themes, the authors propose a critical route for teaching leadership in UME in the Americas. First, institutional design should consider governance gaps, such as having national and international policies for leadership training in UME with inter-professional, trans-professional, and citizen-focused approaches. There is a pressing need to provide leadership training for physicians and other professionals from government, academia, non-governmental organisations, hospitals, and national and international organisations whose missions are related to health or education. Networking opportunities for stakeholders in leadership education and teacher training is also essential. Second, instructional design reveals knowledge-do gaps in member states (MS) when incorporating leadership into the medical curriculum. This includes using leadership frameworks, defining learning outcomes, and employing assessment and monitoring tools for leadership education. Mechanisms to reduce these gaps in MS include the Equator Network and Evidence-Informed Policy Networks fostering knowledge translation and governance.
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Liderança , Estudantes de Medicina , Humanos , Currículo , Educação de Graduação em Medicina , Competência ProfissionalRESUMO
Cardiovascular disease is a major cause of mortality in women and is the leading cause of pregnancy-related mortality in Australia. This study aims to discover the extent of teaching regarding women's cardiovascular health in Australian and New Zealand medical schools. All 22 medical schools in Australia and New Zealand were approached for participation in completing this survey. Seven medical schools (32%) completed the survey and demonstrated that within our sample population, findings suggest that while women's cardiovascular health is present in medical curricula, there is a large variability in the rigour and depth as to which it is taught, as well as possible lack of explicit teaching and examination regarding this topic.
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Currículo , Faculdades de Medicina , Humanos , Feminino , Nova Zelândia/epidemiologia , Austrália/epidemiologia , Saúde da MulherRESUMO
OBJECTIVES: To evaluate the impact of COVID-19 pandemics on clinical and surgical practice, educational activities, health and lifestyle behavior of Brazilian urology residents after 1 year of socio-economic restrictions. MATERIALS AND METHODS: An electronic survey was e-mailed to all postgraduate (PG) students registered by the Brazilian Society of Urology. The survey inclu-ded an assessment of socio-demographic, clinical practice, educational, health-related and behavior parameters. We also evaluated which subareas of urology were predominantly affected. A similar survey was adapted and sent to the directors of all urology residency programs. RESULTS: COVID-19 pandemic has severely impacted the clinical, surgical, and educational activities of urology residents in Brazil. Urology residents reported >50% decrease in multiple surgical modalities. We highlight kidney transplantation surgeries (66.2%), minor surgeries (62.3%), endoscopic surgeries (42.6%) and reconstructive surgeries (38.8%). This could represent a critical skills gap that residents may face beyond the COVID-19 pandemic. Furthermore, PG students faced stressful situations that caused worsening of mental and physical health, such as getting redirected to assistance of COVID-19 patients (66.9%), and high rate of infection by SARS-CoV-2 (58.2%). CONCLUSIONS: The COVID-19 pandemic has severely impacted the clinical, surgical, and educational activities of urology residents in Brazil. This could represent a critical skills gap that residents may face beyond the COVID-19 pandemic. PG students faced stressful situations that caused worsening of mental and physical health such as redirection to assistance of COVID-19 patients, concern about their own contamination and of family members.
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COVID-19 , Internato e Residência , Pandemias , Urologia , COVID-19/epidemiologia , Humanos , Internato e Residência/estatística & dados numéricos , Urologia/educação , Brasil/epidemiologia , Masculino , Feminino , Inquéritos e Questionários , Adulto , SARS-CoV-2 , Procedimentos Cirúrgicos Urológicos/educação , Procedimentos Cirúrgicos Urológicos/estatística & dados numéricos , Educação de Pós-Graduação em MedicinaRESUMO
PURPOSE: The use of 3D-printing in every field of medicine is expanding, notably as an educational tool. The aim of this study was to assess how visuospatial abilities (VSA) of students may impact learning helped with 3D-printed models. METHODS: Participants were undergraduate medical school students during their clinical rotation in oral and maxillofacial surgery in two French Universities. Students were included prospectively and consecutively from September 2021 to June 2023. First, a lecture about craniosynostosis was performed with the help of 3D-printed models of craniosynostotic skulls. Then, a mental rotation test (MRT) followed by a multiple-choice questions (MCQs) form about craniosynostosis presentations were submitted to the students. RESULTS: Forty undergraduate students were finally included. Median MRT score was 15 (10.75;21) and median score to the MCQs was 13 (11.75;14). There was a significantly weak correlation between the MRT-A score and the score to the MCQs (rs = 0.364; p = 0.022). A simple linear regression was calculated to predict the result to the MCQs on MRT-A score [ (F(1,39) = 281.248; p < 0.0001), with a R2 of 0.878 ]. CONCLUSION: This study showed that VSA has an impact on the recognition of complex clinical presentations, i.e. skulls with craniosynostosis. The correlation found between VSA and complex 3D shape recognition after learning aided with 3D-printed model is emphasizing the importance of VSA when using innovative technologies. Thus, VSA training should be envisioned during the curriculum.
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Craniossinostoses , Educação de Graduação em Medicina , Impressão Tridimensional , Estudantes de Medicina , Humanos , Educação de Graduação em Medicina/métodos , Masculino , Feminino , Estudos Prospectivos , Estudantes de Medicina/psicologia , Modelos Anatômicos , Adulto Jovem , Cirurgia Bucal/educação , Avaliação Educacional , FrançaRESUMO
Objective: To assess doctors' knowledge, attitudes and practices regarding venous thromboembolism prophylaxis. METHODS: The cross-sectional study was conducted from April to September 2021 in three public-sector hospitals affiliated with the Rawalpindi Medical University: Holy Family Hospital, Benazir Bhutto Hospital and Rawalpindi District Headquarters Hospital, Rawalpindi, Pakistan, and comprised physicians of either gender who were actively involved in patient care. Data was collected using a predesigned questionnaire regarding venous thromboembolism. Data was analysed using SPSS 25. RESULTS: All the 220(100%) subjects approached responded positively to the study questionnaire. There were 144(65.45%) general surgeons, 50(22.72%) gynaecologists and 26(11.81%) orthopaedic surgeons. Overall, there were 26(11.81%) senior consultants, 65(29.54%) postgraduate residents and 129(58.63%) house officers. There were 150(68.2%) doctors who reported having witnessed deep-vein thrombosis in their patients, and 113(51.4%) had witnessed deaths related to pulmonary embolism. Among the methods employed for DVT diagnosis, the use of clinical criteria was the most common 136(36.1%), while venography was the least common technique used by 8(2.2%). While 210(95.5%) subjects expressed the desire for adopting an institute-wide regimen for venous thromboembolism prophylaxis, only 66(30%) were currently following such a regimen.
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Conhecimentos, Atitudes e Prática em Saúde , Cirurgiões , Centros de Atenção Terciária , Tromboembolia Venosa , Humanos , Paquistão , Tromboembolia Venosa/prevenção & controle , Estudos Transversais , Masculino , Feminino , Adulto , Inquéritos e Questionários , Atitude do Pessoal de Saúde , Padrões de Prática Médica/estatística & dados numéricos , Trombose Venosa/prevenção & controle , Anticoagulantes/uso terapêutico , Ginecologia , Pessoa de Meia-Idade , Embolia Pulmonar/prevenção & controleRESUMO
Family and Community Medicine is the most offered and chosen specialty in the MIR (Spanish medical residency examination), however, every year its attractiveness is questioned due to not all offered positions being filled and a certain number of resident doctors deciding not to continue in this specialty once started. In this context, some of the proposals to address the problem focus on increasing the supply when the facts show that the challenge lies in addressing the demand by making the specialty and its professional scope more attractive. The problem and its determinants are analyzed in this context by focusing on four elements that may be influencing it: the vocational aspects of medical graduates who pursue specialization, the characteristics of the specialty program and the teaching units where training is carried out, the presence of family medicine in the university as a key element for knowledge and affinity to this specialty from undergraduate studies, and finally, the situation of primary care as the space where training is materialized and the priority setting for the professional practice of future specialists.
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Escolha da Profissão , Medicina Comunitária , Medicina de Família e Comunidade , Medicina Comunitária/educação , Medicina de Família e Comunidade/educação , Espanha , Internato e Residência , HumanosRESUMO
Suggestions that academic medicine is systemically racist are increasingly common in the medical literature. Such suggestions often rely upon expansive notions of systemic racism that are deeply controversial. The author argues for an empirical concept of systemic racism and offers a counter argument to a recent suggestion that academic medicine is systemically racist in its treatment of medical trainees: Anderson et al.'s (Academic Medicine, 98(8S), S28-S36, 2023) "The Long Shadow: a Historical Perspective on Racism in Medical Education." Contra the authors of "The Long Shadow," the author argues that racial performance disparities in medical education cannot be validly attributed to racism without careful empirical confirmation; he further argues that standards of assessment in medical education cannot be properly deemed racist merely because minority trainees are disproportionately disadvantaged by them. Furthermore, the history of medicine and society in the Anglo-European West is not, as argued by the authors of "The Long Shadow," best viewed as one long tale of racial oppression culminating in the present day pervasive racism of academic medicine in the United States. Racism is a deplorable stain on our history and our present but it is not the historical essence of Christianity, European civilization, Western medicine, or contemporary academic medical institutions.
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OBJECTIVE: Aim: To present the results of the analysis of educational standards and curricula of the second educational level of training of specialists, who may be managers of healthcare, on the content of the environmental component as an element of strategic management. PATIENTS AND METHODS: Materials and Methods: Content analysis 24 educational standards of the Ministry of Education and Science of Ukraine of Ukraine for 6 fields of knowledge and 200 master's curricula from 87 institutions of higher education of Ukraine. CONCLUSION: Conclusions: There is a distribution of basic leadership and management competencies both by types of these competencies and between specialties. The requirements for the inclusion of the environmental component in the framework documents are poorly expressed. The content of environmental issues in the curricula is insufficient.
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Currículo , Ucrânia , Humanos , Competência Profissional/normas , Liderança , Atenção à Saúde/normasRESUMO
BACKGROUND: Health system change requires quality improvement (QI) infrastructure that supports frontline staff implementing sustainable innovations. We created an 8-week rapid-cycle QI training program, Stanford Primary Care-Project Engagement Platform (PC-PEP), open to patient-facing primary care clinicians and staff. OBJECTIVE: Examine the feasibility and outcomes of a scalable QI program for busy practicing providers and staff in an academic medical center. DESIGN: Program evaluation. PARTICIPANTS: A total of 172 PCPH team members: providers (n = 55), staff (n = 99), and medical learners (n = 18) in the Stanford Division of Primary Care and Population Health (PCPH) clinics, 2018-2021. MAIN MEASURES: We categorized projects by the Institute for Healthcare Improvement's (IHI) Quintuple Aim (QA): better health, better patient experience, lower cost of care, better care team experience, and improved equity/inclusion. We assessed project progress with a modified version of The Ottawa Hospital Innovation Framework: step 1 (identified root causes), step 2 (designed/tested interventions), step 3 (assessed project outcome), step 4 (met project goal with target group), step 5A (intervention(s) spread within clinic), step 5B (intervention(s) spread to different setting). Participants rated post-participation QI self-efficacy. KEY RESULTS: Within 1000 days, 172 unique participants completed 104 PC-PEP projects. Most projects aimed to improve patient health (55%) or care team experience (23%). Among projects, 9% reached step 1, 8% step 2, 16% step 3, 26% step 4, 21% step 5A, and 20% step 5B. Learner involvement increased likelihood of scholarly products (47% vs 10%). Forty-six of 47 (98%) survey respondents reported improved QI self-efficacy. Medical assistants, more so than physicians, reported feeling acknowledged by the health system for their QI efforts (100% vs 61%). CONCLUSIONS: With appropriate QI infrastructure, scalable QI training models like Stanford PC-PEP can empower frontline workers to create meaningful changes across the IHI QA.
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OBJECTIVES: To assess whether a computer-aided detection (CADe) system could serve as a learning tool for radiology residents in chest X-ray (CXR) interpretation. METHODS: Eight radiology residents were asked to interpret 500 CXRs for the detection of five abnormalities, namely pneumothorax, pleural effusion, alveolar syndrome, lung nodule, and mediastinal mass. After interpreting 150 CXRs, the residents were divided into 2 groups of equivalent performance and experience. Subsequently, group 1 interpreted 200 CXRs from the "intervention dataset" using a CADe as a second reader, while group 2 served as a control by interpreting the same CXRs without the use of CADe. Finally, the 2 groups interpreted another 150 CXRs without the use of CADe. The sensitivity, specificity, and accuracy before, during, and after the intervention were compared. RESULTS: Before the intervention, the median individual sensitivity, specificity, and accuracy of the eight radiology residents were 43% (range: 35-57%), 90% (range: 82-96%), and 81% (range: 76-84%), respectively. With the use of CADe, residents from group 1 had a significantly higher overall sensitivity (53% [n = 431/816] vs 43% [n = 349/816], p < 0.001), specificity (94% [i = 3206/3428] vs 90% [n = 3127/3477], p < 0.001), and accuracy (86% [n = 3637/4244] vs 81% [n = 3476/4293], p < 0.001), compared to the control group. After the intervention, there were no significant differences between group 1 and group 2 regarding the overall sensitivity (44% [n = 309/696] vs 46% [n = 317/696], p = 0.666), specificity (90% [n = 2294/2541] vs 90% [n = 2285/2542], p = 0.642), or accuracy (80% [n = 2603/3237] vs 80% [n = 2602/3238], p = 0.955). CONCLUSIONS: Although it improves radiology residents' performances for interpreting CXRs, a CADe system alone did not appear to be an effective learning tool and should not replace teaching. CLINICAL RELEVANCE STATEMENT: Although the use of artificial intelligence improves radiology residents' performance in chest X-rays interpretation, artificial intelligence cannot be used alone as a learning tool and should not replace dedicated teaching. KEY POINTS: ⢠With CADe as a second reader, residents had a significantly higher sensitivity (53% vs 43%, p < 0.001), specificity (94% vs 90%, p < 0.001), and accuracy (86% vs 81%, p < 0.001), compared to residents without CADe. ⢠After removing access to the CADe system, residents' sensitivity (44% vs 46%, p = 0.666), specificity (90% vs 90%, p = 0.642), and accuracy (80% vs 80%, p = 0.955) returned to that of the level for the group without CADe.
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Inteligência Artificial , Internato e Residência , Humanos , Raios X , Radiografia Torácica , RadiografiaRESUMO
INTRODUCTION: Gender-based discrimination (GBD) creates a hostile environment during medical school, affecting students' personal life and academic performance. Little is known about how GBD affects the over 204,000 medical students in Brazil. This study aims to explore the patterns of GBD experienced by medical students in Brazil. METHODS: This is a cross-sectional study using an anonymous, Portuguese survey disseminated in June 2021 among Brazilian medical students. The survey was composed of 24 questions to collect data on GBD during medical school, formal methods for reporting GBD, and possible solutions for GBD. RESULTS: Of 953 responses, 748 (78%) were cisgender women, 194 (20%) were cisgender men, and 11 (1%) were from gender minorities. 65% (616/942) of respondents reported experiencing GBD during medical school. Women students experienced GBD more than men (77% versus 22%; P < 0.001). On comparing GBD perpetrator roles, both women (82%, 470/574) and men (64%, 27/42) reported the highest rate of GBD by faculty members. The occurrence of GBD by location differed between women and men. Only 12% (115/953) of respondents reported knowing their institution had a reporting mechanism for GBD. CONCLUSIONS: Most respondents experienced GBD during medical school. Cisgender women experienced GBD more than cisgender men. Perpetrators and location of GBD differed for men and women. Finally, an alarming majority of students did not know how to formally report GBD in their schools. It is imperative to adopt broad policy changes to diminish the rate of GBD and its a consequential burden on medical students.
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Assédio Sexual , Estudantes de Medicina , Masculino , Humanos , Feminino , Brasil , Estudos Transversais , Sexismo , Inquéritos e Questionários , Faculdades de MedicinaRESUMO
PURPOSE: More individuals access primary care compared with oral health services. Enhancing primary care training to include oral health content can therefore improve access to care for millions of individuals and improve health equity. We developed the 100 Million Mouths Campaign (100MMC), which aims to create 50 state oral health education champions (OHECs) who will work with primary care training programs to integrate oral health into their curricula. METHODS: In 2020-2021, we recruited and trained OHECs from 6 pilot states (Alabama, Delaware, Iowa, Hawaii, Missouri, and Tennessee) with representation from varied disciplines and specialties. The training program consisted of 4-hour workshops over 2 days followed by monthly meetings. We conducted internal and external evaluations to assess the program's implementation through postworkshop surveys, identifying process and outcome measures for engagement of primary care programs, and through focus groups and key informant interviews with the OHECs. RESULTS: The results of the postworkshop survey indicated that all 6 OHECs found the sessions helpful in planning next steps as a statewide OHEC. Each OHEC was also successful in engaging 3 primary care training programs within their state and incorporating oral health curricular content through various modalities, including lectures, clinical practice, and case presentations. During the year-end interviews, the OHECs reported that they would overwhelmingly recommend this program to future state OHECs. CONCLUSIONS: The 100MMC pilot program was implemented successfully, and the newly trained OHECs have the potential to improve access to oral health within their communities. Future program expansion needs to prioritize diversity within the OHEC community and focus on program sustainability.