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Turbo Charge Your CME and CPD Operations Using Generative AI Tools. 使用生成式人工智能工具涡轮增压您的CME和CPD操作。
Pub Date : 2026-01-07 eCollection Date: 2026-01-01 DOI: 10.1080/28338073.2025.2567103
Raja V Akunuru, Andrew Dodgson, Danielle D Milbauer, Anne Perch
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引用次数: 0
Chatbot Underperformance in Biology and Image-Based Questions in Medical Education. 聊天机器人在生物学和医学教育中基于图像的问题中的表现不佳。
Pub Date : 2025-12-04 eCollection Date: 2025-01-01 DOI: 10.1080/28338073.2025.2596550
Joyce Santana Rizzi, Lorraine Silva Requena, Angelica Maria Bicudo, Pedro Tadao Hamamoto Filho, Renato Ferretti

AI chatbots have demonstrated variable performances across biological disciplines in medical education, particularly in multiple-choice and image-based assessments. However, their performance in addressing discipline-specific and image-based questions in biology remains unexamined. This study evaluated the accuracy and reliability of chatbots in answering biological questions from the Progress Test, a medical assessment applied across ten universities. We conducted an observational cross-sectional study by inputting 180 questions into the chatbots and categorising them according to morphology, function, and aggression. Each question was assessed for correctness across multiple chatbot attempts, and logistic regression and hierarchical clustering were applied to identify performance patterns. Although the chatbots answered functional and morphological questions accurately (from 85% (Gemini) to 91.7% (ChatGPT-4)), their accuracy decreased significantly for questions involving biological aggression and visual content. The agreement between chatbot responses remained weak, and Co-pilot displayed the lowest concordance. Chatbot accuracy decreased significantly in aggression-related disciplines and image-based questions. Logistic regression confirmed that the presence of images reduced the odds of correct answers by up to 17.6% (ChatGPT-4). Hierarchical clustering distinguished the two distinct response patterns, further validating these findings. These results highlight the potential of chatbots in medical education while emphasising their limitations in handling image-based and aggression-related content.

人工智能聊天机器人在医学教育的生物学科中表现出了不同的表现,特别是在多项选择和基于图像的评估中。然而,它们在解决生物学中特定学科和基于图像的问题方面的表现仍未得到检验。这项研究评估了聊天机器人在回答进步测试(Progress Test)中的生物学问题时的准确性和可靠性,这是一项在十所大学应用的医学评估。我们通过向聊天机器人输入180个问题,并根据形态、功能和攻击性对它们进行分类,进行了一项观察性横断面研究。在多个聊天机器人尝试中评估每个问题的正确性,并应用逻辑回归和分层聚类来识别性能模式。尽管聊天机器人准确地回答了功能和形态问题(从85% (Gemini)到91.7% (ChatGPT-4)),但在涉及生物攻击和视觉内容的问题上,它们的准确性显著下降。聊天机器人之间的一致性仍然很弱,副驾驶的一致性最低。聊天机器人在攻击性相关学科和基于图像的问题上的准确性显著下降。逻辑回归证实,图像的存在将正确答案的几率降低了17.6% (ChatGPT-4)。分层聚类区分了两种不同的反应模式,进一步验证了这些发现。这些结果突出了聊天机器人在医学教育中的潜力,同时也强调了它们在处理基于图像和攻击性相关内容方面的局限性。
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引用次数: 0
Civic Education as Community Capacity Building for Primary Care. 公民教育作为社区初级保健能力建设。
Pub Date : 2025-11-24 eCollection Date: 2025-01-01 DOI: 10.1080/28338073.2025.2593808
Rike Erlande, Bayu Prasetio
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引用次数: 0
Key Strategies for Sustaining an Interprofessional Continuing Education Program. 维持跨专业继续教育计划的关键策略。
Pub Date : 2025-11-06 eCollection Date: 2025-01-01 DOI: 10.1080/28338073.2025.2583594
Steven Kawczak, Amanda Hall, Bethany Frampton, Molly Mooney, Anthony P Fernandez

Interprofessional teamwork is critical for effective care of patients in the current healthcare environment. Continuing Education providers are best positioned to teach healthcare professionals about interprofessional teamwork and the need to shift their programs from single-profession-based to interprofessional-based continuing education. Joint Accreditation for Interprofessional Continuing Education incentivises continuing education providers to plan and deliver education "by the team, for the team" with the goal of improving healthcare outcomes through integrated learning. This brief report assesses a single, large academic medical centre's sustainment and growth of interprofessional continuing education after implementing Joint Accreditation. Here, we share relevant data and program reviews for a four-year period after shifting from a continuing education to an interprofessional continuing education program and discuss the numerous practical strategies that can help education programs prepare for and sustain interprofessional goals to ensure teamwork advances and support better delivery of care. Our analyses support that interprofessional continuing education can be advanced and sustained through effective, regular program reviews that systematically reflect on interprofessional continuing education activity data and stimulate ongoing prioritisation. Key strategies that we believe contributed to our success include integrating interprofessional continuing education in an organisation's culture by maintaining its strategic priority and visibility among organisation leaders and stakeholders, adaptation of planning processes and education design, and utilising technology. Implementing some or all of these strategies may help other continuing education providers implement and sustain interprofessional continuing education programs.

在当前的医疗环境中,跨专业团队合作对于有效护理患者至关重要。继续教育提供者最适合向医疗保健专业人员讲授跨专业团队合作,以及将其课程从基于单一专业的继续教育转变为基于跨专业的继续教育的必要性。跨专业继续教育联合认证激励继续教育提供者“通过团队,为团队”计划和提供教育,目标是通过综合学习改善医疗保健结果。这份简短的报告评估了一个大型学术医疗中心在实施联合认证后对跨专业继续教育的维持和发展情况。在这里,我们分享了从继续教育到跨专业继续教育项目转变后四年的相关数据和项目回顾,并讨论了许多实用策略,这些策略可以帮助教育项目为实现和维持跨专业目标做好准备,以确保团队合作的进步,并支持更好地提供护理。我们的分析支持,通过有效的、定期的项目审查,系统地反映跨专业继续教育活动数据,并刺激持续的优先级,可以推进和维持跨专业继续教育。我们认为,促成我们成功的关键策略包括,通过保持其在组织领导者和利益相关者中的战略优先性和可见度,将跨专业继续教育融入组织文化,适应规划流程和教育设计,以及利用技术。实施部分或全部这些策略可以帮助其他继续教育提供者实施和维持跨专业的继续教育计划。
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引用次数: 0
Accredited Continuing Medical Education Delivers: Evidence of Value, Trust, and Impact Across the Healthcare System. 认可的继续医学教育提供:整个医疗保健系统的价值,信任和影响的证据。
Pub Date : 2025-11-03 eCollection Date: 2025-01-01 DOI: 10.1080/28338073.2025.2584927
Graham T McMahon

Accredited continuing medical education and continuing professional development (CME/CPD) form one of the world's most extensive systems for improving healthcare quality, safety, and efficiency. In the United States, some 1,550 accredited providers deliver over 230,000 educational activities each year under the oversight of the Accreditation Council for Continuing Medical Education (ACCME). Drawing on recent ACCME data, findings from the 2025 CPD/CE Workforce Survey, and outcomes from the Menu of Criteria for Accreditation with Commendation, this article presents evidence that accredited CME/CPD delivers measurable value for clinicians, organizations, and populations. Beyond enhancing knowledge and skills, accredited CME/CPD improves clinician performance, strengthens interprofessional teamwork, advances adoption of new science, and supports organizational goals for quality, safety, and cost-effectiveness. Accredited CME/CPD operates through deliberate instructional design, continuous outcomes measurement, and a professional workforce that integrates learning with improvement. When empowered by institutional leadership, CME/CPD professionals become strategic partners in achieving system-wide change. Accreditation standards ensure independence from commercial influence and foster public trust in the integrity of medical education. Programs recognized with commendation demonstrate quantifiable improvements in healthcare quality, patient outcomes, and community health. Far from a compliance requirement, accredited CME/CPD represents an ethical, scalable infrastructure that translates evidence into practice and sustains improvement across the healthcare system. By investing in accredited education, leaders reinforce workforce capability, teamwork, and patient safety - demonstrating that education, when structured and protected by accreditation, is a central driver of healthcare value and trust.

认可的继续医学教育和持续专业发展(CME/CPD)形成了世界上最广泛的提高医疗质量、安全性和效率的体系之一。在美国,在继续医学教育认证委员会(ACCME)的监督下,每年约有1,550家经认证的提供者提供超过230,000次教育活动。根据最近的ACCME数据,2025年CPD/CE劳动力调查的结果,以及认证标准菜单的结果,本文提出了认证的CME/CPD为临床医生、组织和人群提供可衡量价值的证据。除了提高知识和技能外,获得认证的CME/CPD还可以提高临床医生的表现,加强跨专业团队合作,促进新科学的采用,并支持组织实现质量、安全和成本效益的目标。经过认证的CME/CPD通过深思熟虑的教学设计,持续的成果衡量和专业的员工队伍,将学习与改进相结合。在机构领导的授权下,CME/CPD专业人员成为实现全系统变革的战略合作伙伴。认证标准确保独立于商业影响,并培养公众对医学教育诚信的信任。获得表彰的项目证明了在医疗质量、患者结果和社区健康方面的可量化改善。认证的CME/CPD代表了一个道德的、可扩展的基础设施,将证据转化为实践,并在整个医疗保健系统中持续改进。通过投资于经认证的教育,领导者可以加强员工能力、团队合作和患者安全——这表明,受认证组织和保护的教育是医疗保健价值和信任的核心驱动力。
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引用次数: 0
Outreach to Outcomes: Advancing HIV Care in Priority Populations. 推广成果:在重点人群中推进艾滋病毒护理。
Pub Date : 2025-10-31 eCollection Date: 2025-01-01 DOI: 10.1080/28338073.2025.2582394
Lesley Simon, Rachel Deerr, Tabitha Washington, Tara Walker, Stan Pogroszewski, Dean Beals

The US HIV epidemic disproportionately affects historically marginalised groups, particularly Black individuals in the Southern states. The national "Ending the HIV Epidemic" (EHE) initiative was established in 2019 to reduce HIV infections in priority populations. Systemic barriers such as social stigma, economic hardship, and limited healthcare access contribute to higher HIV incidence and worse outcomes, requiring a multidimensional response beyond clinician education alone. To address this, we developed and implemented five community-engaged programmes in priority jurisdictions, leveraging culturally safe and familiar community venues, such as Black-owned barbershops and Black faith-based organisations. Our programmes used a multidimensional educational strategy: first, for clinicians, focusing on critical gaps such as HIV and PrEP disparities, cultural humility, and rapid ART initiation; second, for trusted community partners, including barbers, peer counsellors, and clergy; and third, for clients, providing educational materials and fostering conversations in multiple languages. A central and vital component of the initiative was providing onsite health education, client incentives, and screenings for HIV alongside other conditions (e.g., hypertension and diabetes) at community events, with an approach designed to mitigate stigma and access barriers by bringing services directly where people live and gather. Across five programmes, 804 HIV screenings were conducted. Over 1,650 clinicians were educated, with demonstrated improvements in knowledge, competence, and confidence regarding HIV and PrEP disparities, cultural humility, and HIV management. The investment of partners (e.g., clergy and barbers) was instrumental in recruiting and educating communities, bridging persistent gaps, and addressing systemic mistrust towards the medical establishment. In conclusion, programmes that incorporate client, clinician, and trusted partner education along with client incentives are valuable strategies to promote HIV testing and treatment in priority populations in priority jurisdictions.

美国艾滋病毒的流行不成比例地影响着历史上被边缘化的群体,特别是南部各州的黑人。2019年启动了“终结艾滋病毒流行”国家倡议,以减少重点人群的艾滋病毒感染。社会耻辱感、经济困难和有限的医疗保健机会等系统性障碍导致艾滋病毒发病率上升和结果恶化,需要在临床医生教育之外采取多方面的应对措施。为了解决这个问题,我们在优先管辖区制定并实施了五个社区参与项目,利用文化上安全和熟悉的社区场所,如黑人拥有的理发店和黑人信仰组织。我们的规划采用了多维教育策略:首先,针对临床医生,重点关注艾滋病毒和PrEP差异、文化谦逊和快速启动抗逆转录病毒治疗等关键差距;第二,对于值得信赖的社区伙伴,包括理发师、同伴咨询师和神职人员;第三,为客户提供教育材料和培养多语言对话。该倡议的一个核心和重要组成部分是在社区活动中提供现场健康教育、客户奖励和艾滋病毒及其他疾病(如高血压和糖尿病)筛查,其方法旨在通过将服务直接带到人们居住和聚集的地方来减轻耻辱和获取障碍。在五个规划中,进行了804次艾滋病毒筛查。超过1650名临床医生接受了培训,在艾滋病毒和预防措施差异、文化谦逊和艾滋病毒管理方面的知识、能力和信心得到了改善。合作伙伴(例如神职人员和理发师)的投资有助于招募和教育社区,弥合持续存在的差距,并解决对医疗机构的系统性不信任。总之,将客户、临床医生和值得信赖的合作伙伴教育与客户激励结合起来的规划是在重点辖区的重点人群中促进艾滋病毒检测和治疗的宝贵战略。
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引用次数: 0
An Integrated Interprofessional Continuing Medical Education and Quality Improvement Initiative to Address Cardiovascular and Renal Risk in Patients with Type 2 Diabetes in Community-Based Primary Care Practices. 在社区初级保健实践中解决2型糖尿病患者心血管和肾脏风险的综合跨专业继续医学教育和质量改进倡议
Pub Date : 2025-10-14 eCollection Date: 2025-01-01 DOI: 10.1080/28338073.2025.2571295
Patrice Lazure, Kevin M Pantalone, Bethany Frampton, Steven Kawczak, Suzanne Murray, Pratibha Pr Rao, Vinni Makin

A Quality Improvement and Continuing Medical Education intervention (QICMEi) was developed to improve competencies and performance of interprofessional primary care providers (PCPs), as well as patient care outcomes for individuals with type 2 diabetes with, or at risk of cardiovascular or chronic kidney disease that could benefit from SGLT-2i/GLP-1RA treatment. The QICMEi was implemented at two community-based family health centres within an integrated delivery system. The intervention was based on an analysis of treatment patterns using electronic health records (EHR) and evaluation and outcomes were assessed on from surveys and interviews from learners and EHR data. Healthcare teams were recruited, pre-intervention treatment patterns were reviewed to establish quality of care goals, education intervention needs and to guide HCP team discussions and QI goals. Community centre site leaders directed the CME, led case-based team QI discussions, developed process improvements with QI coaches and patient education materials explaining treatments were developed to improve adherence. PCPs' knowledge, competence and performance in interpreting and applying best-practices in treatment selection increased, while perceived challenges (managing side effects of intensified therapy, identifying SGLT-2i/GLP-1RAs-eligible profiles) decreased post-intervention. EHR data across a large patient volume showed slight but non-clinically significant changes in SGLT-2i/GLP-1RAs prescription patterns. Significance was likely hindered due to high baseline prescribing levels and contextual challenges in the delivery system (e.g. insurance authorisations, medication costs). Results indicated enhanced communication with patients, and sustained utilisation of patient materials/EHR tools. The QICMEi advanced participant knowledge, improved performance and teamwork, enhanced the system of care, exposed barriers and facilitated the adoption of materials for patient education. It demonstrated the value of CME's role in improving care while identifying the complexities in addressing and sustaining community-level patient care goals. This underscores the need for further research into QICMEi in systems of care to ultimately change provider treatment patterns.

开发了质量改进和继续医学教育干预(QICMEi),以提高跨专业初级保健提供者(pcp)的能力和绩效,以及可能受益于SGLT-2i/GLP-1RA治疗的2型糖尿病患者或有心血管或慢性肾脏疾病风险的患者护理结果。QICMEi在综合服务系统内的两个社区家庭保健中心实施。干预措施基于对使用电子健康记录(EHR)的治疗模式的分析,并根据学习者的调查和访谈以及电子健康记录数据评估评估和结果。招募医疗团队,审查干预前治疗模式,以建立护理质量目标、教育干预需求,并指导HCP团队讨论和QI目标。社区中心现场领导指导CME,领导基于案例的团队QI讨论,与QI教练一起开发流程改进,并开发患者教育材料,解释治疗方法以提高依从性。pcp在解释和应用治疗选择最佳实践方面的知识、能力和表现有所提高,而感知到的挑战(管理强化治疗的副作用,识别SGLT-2i/ glp - 1ras符合条件的档案)在干预后减少。大量患者的电子病历数据显示,SGLT-2i/GLP-1RAs处方模式发生了轻微但非临床显著的变化。由于高基线处方水平和交付系统中的背景挑战(例如保险授权、药物费用),可能阻碍了意义。结果表明,加强了与患者的沟通,并持续利用患者资料/电子病历工具。QICMEi提高了参与者的知识,提高了绩效和团队合作,增强了护理系统,消除了障碍,促进了患者教育材料的采用。它展示了CME在改善护理方面的作用的价值,同时确定了解决和维持社区一级患者护理目标的复杂性。这强调了在护理系统中进一步研究QICMEi以最终改变提供者治疗模式的必要性。
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引用次数: 0
It is Time to Include Cost-Effectiveness in CME Outcomes Measurement. 是时候将成本效益纳入CME结果评估了。
Pub Date : 2025-09-26 eCollection Date: 2025-01-01 DOI: 10.1080/28338073.2025.2565919
Derek T Dietze, Jeff Frimpter

Our profession has an established reputation for advancing clinical knowledge, professional growth, and patient care, and we continue to share and refine best practices. One important aspect of value has received little attention - whether educational resources are used as efficiently as possible to achieve meaningful outcomes. This paper builds on a recent systematic review of the literature which found that only a small fraction of the CME professional literature measures or even mentions costs or concepts related to cost-effectiveness. This paper offers insights into how the field has been hesitant to explore cost-effectiveness, including realistic challenges related to data access and analysis, complexity, and perceived misalignment with the educational mission. This paper also highlights real opportunities and practical steps to consider cost-effectiveness in CE/CME in a way that mitigates risk while maximising learning. By looking at cost alongside traditional educational outcomes, providers may better demonstrate the full value of our work. Evaluating cost-effectiveness is not about turning education into a financial exercise. It is about showing that the precious resources available to CE/CME are allocated as wisely as possible to improve patient care. This perspective can help CME providers take a proactive leadership role in demonstrating an entirely new dimension of educational value in an environment increasingly focused on value.

我们的职业在推进临床知识、专业成长和患者护理方面享有盛誉,我们将继续分享和完善最佳实践。价值的一个重要方面很少受到关注——教育资源是否得到了尽可能有效的利用,以取得有意义的成果。本文建立在最近对文献的系统回顾的基础上,该文献发现只有一小部分CME专业文献测量甚至提到与成本效益相关的成本或概念。本文提供了该领域如何在探索成本效益方面犹豫不决的见解,包括与数据访问和分析、复杂性以及与教育使命的感知偏差相关的现实挑战。本文还强调了考虑CE/CME成本效益的真正机会和实际步骤,以减轻风险的同时最大化学习。通过将成本与传统教育成果相结合,提供者可能会更好地展示我们工作的全部价值。评估成本效益并不是要把教育变成一项财务活动。这是为了表明,CE/CME可用的宝贵资源被尽可能明智地分配,以改善患者护理。这一视角可以帮助CME提供商在一个日益注重价值的环境中发挥积极主动的领导作用,展示教育价值的全新维度。
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引用次数: 0
"To Step Outside the Limits of Our Work": Physician Perspectives on Arts-Based Approaches in Continuing Medical Education. “走出我们工作的界限”:继续医学教育中以艺术为基础的方法的医师观点。
Pub Date : 2025-09-26 eCollection Date: 2025-01-01 DOI: 10.1080/28338073.2025.2560265
Kamna S Balhara, Korie Zink, Elizabeth Fitzsousa, Margaret S Chisolm

The arts and humanities (A&H) have been identified as essential across the continuum of medical education, and have been integrated across a variety of settings for learners in undergraduate and graduate medical education. Despite the possible benefits of A&H-based education for practicing physicians, and the increasing demand for medical education faculty to provide such content to their learners, A&H programming in continuing medical education (CME) remains limited, and less is known about the feasibility, acceptability, and potential impacts of such interventions in CME. This study describes physicians' perceptions of the value and impact of an art-based CME intervention. Four stand-alone CME sessions using pedagogy from the visual arts were conducted over Zoom. A mixed-methods approach (post-session surveys, thematic analysis of focus groups) was applied to assess perceptions of relevance and role of arts in CME, and potential mechanisms for impact. Sixty physicians (North America, Europe, and Asia) registered for at least one session. 100% of survey respondents (n = 35) supported continued integration of arts-based approaches in CME. Over 90% found it relevant to their clinical practice, their roles as educators and their well-being. Participants highlighted how unique aspects of arts-based education facilitated positive impacts on clinical skills, openness to new perspectives and renewal and joy, but noted its "nontraditional" aspects as potential barriers. This study suggests that, while unfamiliarity and scepticism may inhibit use of A&H in CME, physicians may view arts-based CME as a unique way to enhance clinical skills and critical thinking while supporting well-being and a growth mindset amongst established educators.

艺术与人文学科(A&H)在医学教育的连续性中被认为是必不可少的,并且已经被整合到本科和研究生医学教育的各种设置中。尽管以A&H为基础的教育对执业医师可能有好处,并且医学教育教师向其学习者提供此类内容的需求不断增加,但继续医学教育(CME)中的A&H规划仍然有限,并且对CME中此类干预措施的可行性,可接受性和潜在影响知之甚少。本研究描述了医生对以艺术为基础的CME干预的价值和影响的看法。四个独立的CME课程使用视觉艺术的教学法在Zoom上进行。采用混合方法(会后调查,焦点小组专题分析)评估艺术在CME中的相关性和作用的看法,以及潜在的影响机制。60名医生(北美、欧洲和亚洲)注册参加了至少一次会议。100%的受访者(n = 35)支持继续将基于艺术的方法整合到CME中。超过90%的人认为这与他们的临床实践、他们作为教育者的角色和他们的幸福有关。与会者强调了艺术教育的独特方面如何促进对临床技能的积极影响,对新观点的开放性以及更新和快乐,但指出其“非传统”方面是潜在的障碍。这项研究表明,虽然不熟悉和怀疑可能会抑制在CME中使用A&H,但医生可能会将基于艺术的CME视为提高临床技能和批判性思维的独特方式,同时支持现有教育者的福祉和成长心态。
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引用次数: 0
Impact of Web-Based Medical Education on Rhythm Control in Atrial Fibrillation: Retrospective Case-Control Analysis. 网络医学教育对房颤心律控制的影响:回顾性病例-对照分析。
Pub Date : 2025-09-15 eCollection Date: 2025-01-01 DOI: 10.1080/28338073.2025.2560266
Margaret Harris, Katie S Lucero, Nicholas Sidorovich, Sarah Bomba

Antiarrhythmic drug (AAD) therapy remains underutilised in patients with atrial fibrillation (AF), despite guideline recommendations. Web-based continuing medical education (CME) may improve clinician knowledge and performance, buteffect on real-world practice is less clear. This study evaluated the impact of CME on knowledge, competence, and confidence in rhythm control with AADs, and assessed real-world AAD use among cardiologists, internal medicine (IM), and general practitioners (GP). The study included two phases. Phase 1 assessed CME outcomes in a pre/post study of 207 US physicians. Phase 2 examined practice patterns through a retrospective, matched comparison of 501 physicians with claims data. Phase 1 demonstrated a 22% improvement in guideline-based AAD knowledge (59% vs 72%, p < .001), a 57% increase in competence tailoring rhythm control strategies (30% vs 47%, p < .001), and a 79% increase in confidence with AAD therapy (19% vs 34%, p < .001). In Phase 2, the intervention group had a 3.20% increase in AAD use compared with 1.71% increase in the comparison group, with 6% more patients receiving AADs post-education. Web-based CME on guideline-based AAD selection improved physician knowledge, competence, and confidence, and increased real-world AAD utilisation.

尽管有指南建议,抗心律失常药物(AAD)治疗在房颤(AF)患者中的应用仍然不足。基于网络的继续医学教育(CME)可以提高临床医生的知识和表现,但对现实世界的实践效果尚不清楚。本研究评估了CME对AAD节律控制知识、能力和信心的影响,并评估了心脏病专家、内科医生(IM)和全科医生(GP)在现实世界中AAD的使用情况。这项研究包括两个阶段。第一阶段在207名美国医生的研究前/后评估CME结果。第二阶段通过对501名医生的索赔数据进行回顾性匹配比较来检查实践模式。第一阶段显示基于指南的AAD知识提高了22% (59% vs 72%, p p p
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引用次数: 0
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