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Unravelling Orthopaedic Surgeons' Perceptions and Adoption of Generative AI Technologies.
Pub Date : 2024-12-09 eCollection Date: 2024-01-01 DOI: 10.1080/28338073.2024.2437330
Matthias Schmidt, Yasmin B Kafai, Adrian Heinze, Monica Ghidinelli

This mixed-methods study investigates the adoption of generative AI among orthopaedic surgeons, employing a Unified Theory of Acceptance and Use of Technology (UTAUT) based survey (n = 177) and follow-up interviews (n = 7). The research reveals varying levels of AI familiarity and usage patterns, with higher adoption in research and professional development compared to direct patient care. A significant generational divide in perceived ease of use highlights the need for tailored training approaches. Qualitative insights uncover barriers to adoption, including the need for more evidence-based support, as well as concerns about maintaining critical thinking skills. The study exposes a complex interplay of individual, technological, and organisational factors influencing AI adoption in orthopaedic surgery. The findings underscore the need for a nuanced approach to AI integration that considers the unique aspects of orthopaedic surgery and the diverse perspectives of surgeons at different career stages. This provides valuable insights for educational institutions and healthcare organisations in navigating the challenges and opportunities of AI adoption in specialised medical fields.

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引用次数: 0
The Future of Generative AI in Continuing Professional Development (CPD): Crowdsourcing the Alliance Community.
Pub Date : 2024-12-09 eCollection Date: 2024-01-01 DOI: 10.1080/28338073.2024.2437288
Dustin Ensign, Sarah A Nisly, Caroline O Pardo

More than a decade ago, Dr. Curtis Olson published a futuristic commentary predicting the next era of Continuing Professional Development (CPD). While Dr. Olson considered crucial change at the forefront of CPD, the last decade has also seen a wave of technology changes that few could predict. In this mixed methods analysis, we describe a qualitative process in identifying the next decade of changes to the process of healthcare education. We sought to engage our community in a grassroots collaborative, amplifying the voices of those involved in shaping the past, pushing the current, and setting the future of CPD. This research includes quantitative and qualitative survey research, focus group facilitation, and collaborative workshops. In each setting, respondents provided commentary and unification of themes related to changes in technology and how it will shape the future of CPD. Here, we report the findings of those themes and recommendations for appropriate and thoughtful use of technology.

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引用次数: 0
Revolutionising Faculty Development and Continuing Medical Education Through AI-Generated Videos.
Pub Date : 2024-12-06 eCollection Date: 2024-01-01 DOI: 10.1080/28338073.2024.2434322
Irene Contreras, Samia Hossfeld, Katharine de Boer, Jane Thorley Wiedler, Monica Ghidinelli

Producing high-quality and engaging educational videos for continuing medical education (CME) is traditionally time-consuming and costly. Generative AI tools have shown promise in creating synthetic videos that mimic traditional lecture videos. We conducted a comparative analysis of four AI video generation platforms HeyGen, Synthesia, Colossyan, and HourOne using the Kano model. Our analysis revealed that HeyGen met most of our requirements. We created two videos and collected feedback from 25 learners. The feedback indicated that the videos were of good quality, engaging, and well-paced for learning. Only 32% recognised the videos as AI-generated, citing limited facial expressions, hand gestures and monotone vocal expression. Importantly, only 24% considered disclosure of AI-generated content necessary. This research indicates that AI-generated videos can be a viable alternative to traditionally produced educational videos. It offers an efficient, cost-effective solution for producing educational content. Ethical considerations regarding AI content disclosure should be addressed to maintain transparency.

传统上,为继续医学教育(CME)制作高质量、引人入胜的教育视频既费时又费钱。人工智能生成工具在制作模仿传统讲座视频的合成视频方面大有可为。我们使用卡诺模型对四种人工智能视频生成平台 HeyGen、Synthesia、Colossyan 和 HourOne 进行了比较分析。分析结果显示,HeyGen 满足了我们的大部分要求。我们制作了两个视频,并收集了 25 名学习者的反馈。反馈显示,视频质量上乘,引人入胜,学习节奏明快。只有 32% 的人认为视频是人工智能生成的,理由是面部表情、手势和单调的声音表达有限。重要的是,只有 24% 的人认为有必要披露人工智能生成的内容。这项研究表明,人工智能生成的视频可以替代传统制作的教育视频。它为制作教育内容提供了一种高效、经济的解决方案。有关人工智能内容披露的伦理考虑因素应予以解决,以保持透明度。
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引用次数: 0
An Overview of Continuing Medical Education/Continuing Professional Development Systems in the Middle East and North Africa: A Mixed Methods Assessment.
Pub Date : 2024-12-06 eCollection Date: 2024-01-01 DOI: 10.1080/28338073.2024.2435737
Lawrence Sherman, Samar Aboulsoud, Kathy Chappell

The aims of this assessment were to describe the requirements for physicians to engage in CME/CPD; explore perceptions of in-country SMEs of their CME/CPD systems; describe perceptions of in-country physicians about interprofessional continuing education (IPCE) and independent CME/CPD; and provide recommendations that may be adopted to improve quality and effectiveness. An assessment of CME/CPD systems in the Middle East and North Africa was conducted using a mixed-methods approach that included 1:1 interviews with in-country SMEs and an electronic survey capturing qualitative and quantitative data from practicing in-country physicians. The results of this assessment were strongly influenced by Egypt and Israel in the Middle East, and Algeria and Morocco in North Africa. The CME/CPD systems demonstrate wide variation from absent/immature systems to robust/mature systems. Strategies to improve the quality of the CME/CPD systems range from implementing basic standards in North Africa to evaluating the impact of CME/CPD in practice in the Middle East. The maturity of CME/CPD systems seems to affect physician awareness, independence from the influence of pharmaceutical companies over education, and IPCE, with more mature systems having a positive relationship to awareness, independence and engagement in IPCE. Maturity of CME/CPD systems is less tied to physician perceptions of value of CME/CPD, hours of participation, perceptions of what is missing from current systems, and preferred formats of education.

此次评估的目的是描述医生参与继续医学教育/继续职业发展(CME/CPD)的要求;探讨国内中小型企业对其继续医学教育/继续职业发展系统的看法;描述国内医生对跨专业继续教育(IPCE)和独立继续医学教育/继续职业发展(CME/CPD)的看法;并提供可用于提高质量和有效性的建议。对中东和北非地区的继续医学教育/继续职业发展(CME/CPD)系统进行了评估,评估采用了混合方法,包括与国内中小型企业进行一对一访谈,以及从国内执业医师处获取定性和定量数据的电子调查。评估结果深受中东的埃及和以色列以及北非的阿尔及利亚和摩洛哥的影响。从缺乏/不成熟系统到健全/成熟系统,继续医学教育/继续职业发展系统的差异很大。提高继续医学教育/继续职业培训系统质量的战略包括在北非实施基本标准,以及在中东评估继续医学教育/继续职业培训在实践中的影响。继续医学教育/继续医学发展系统的成熟度似乎会影响到医生的意识、不受制药公司对教育的影响的独立性以及 IPCE,而更成熟的系统与意识、独立性和参与 IPCE 有着积极的关系。继续医学教育/继续医学发展系统的成熟度与医生对继续医学教育/继续医学发展价值的看法、参与时长、对当前系统缺失内容的看法以及偏好的教育形式关系不大。
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引用次数: 0
An Overview of Continuing Medical Education/Continuing Professional Development Systems in Europe: A Mixed Methods Assessment.
Pub Date : 2024-12-04 eCollection Date: 2024-01-01 DOI: 10.1080/28338073.2024.2435731
Lawrence Sherman, Hannu Halila, Kathy Chappell

The aims of this assessment were to describe the requirements for European physicians to engage in CME/CPD; explore perceptions of their CME/CPD systems; interprofessional continuing education (IPCE) and independent CME/CPD and provide recommendations that may be adopted to improve quality and effectiveness. This assessment used a mixed-methods approach that included 1:1 interviews with in-country subject matter experts (SMEs) and an electronic survey capturing qualitative and quantitative data from practicing in-country physicians. Our analysis reflects countries with CME/CPD systems that are quite mature when compared to other areas of the world. Almost all the European countries have CME/CPD systems that are professionally self-regulated and have implemented policies or laws to limit the influence of pharmaceutical or device companies over content in CME/CPD. Several countries have incorporated a learning sciences framework into their systems, including self-assessment/self-reflection and evaluation of professional practice gaps. Overall quality of CME/CPD systems was described as high, with education focused on knowledge and practice change. Opportunities for improvement are focused on increasing innovation, improving transparency and consistency, and decreasing administrative burdens. About half the countries have and support IPCE, which is likely also a marker of a more mature CME/CPD system. This mixed-method assessment demonstrates that the CME/CPD systems in the 15 European countries reflect elements of mature systems globally. Physician participation is mandated or strongly encouraged and supported. Physicians have access to a wide variety of opportunities to participate in CME/CPD, and they do participate even if not required by regulation. There are mechanisms to ensure the quality of CME/CPD even when pharmaceutical or device companies are permitted to provide education. Suggestions for improvement focus on quality and not basic elements of structure.

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引用次数: 0
Analysis of a Pilot Study Delivering Cancer Survivorship Education to Community Healthcare Professionals Utilizing the Project ECHO Model.
Pub Date : 2024-11-26 eCollection Date: 2024-01-01 DOI: 10.1080/28338073.2024.2433916
Ashley Pariser Davenport, Kevin Johns, Dena Champion, Andrea Roberts, Susan Fugett, Erin Holley, Candice Schreiber, Carolyn J Presley, Jalyn Todd, Andrew Honeychuck, Katherine Hunt, Yurong Lu, Bhuvaneswari Ramaswamy, Seuli Bose Brill

As the number and needs of cancer survivors grow, innovative ways to enhance survivorship expertise are needed. This pilot study evaluated a 12-week cancer survivorship curriculum delivered to two cohorts of providers at affiliated sites within the Mercy Health System, utilising the Project ECHO® model, on provider self-efficacy (SE), knowledge (KN), and professional improvement (PI). Providers received six 1-hour sessions, informed by provider needs assessment, over 12 weeks. Participants completed pre- and post-session surveys evaluating SE, KN, and PI domains. The average score for survey items overall and within each domain was compared in pre- and post-session survey results. Twenty-six participants completed the baseline survey and 22 completed the post-session survey. For cohort 1, the overall score (0.94, 95% CI [0.45,1.42] p = 0.0023), SE (1.1, [95% CI [0.5,1.7] p = 0.003), and KN domain (1.03, 95% CI [0.45,1.62] p = 0.0036) scores significantly increased. For cohort 2, the overall score (0.617, 95% CI [0.042,1.193] p = 0.0378), SE (0.728, 95% CI [0.048,1.407] p = 0.0379), and KN domains (0.665, 95% CI [0.041,1.289] p = 0.0387) increased significantly. The PI score did not change for either cohort (PI -0.09, 95% CI [-0.67, 0.49] p = 0.726 and 0.000, 95% CI [-0.790,0.790] p > 0.999). This Cancer Survivorship ECHO pilot resulted in a statistically significant increase in provider self-efficacy and knowledge. All 22 participants rated the Cancer Survivorship ECHO pilot experience as having a positive (greater than neutral) result on their training. The Cancer Survivorship ECHO model may serve as a scalable strategy for building cancer survivorship care capacity in community-based oncology practices by equipping multidisciplinary teams to meet the needs of cancer survivors within their communities. Further research is needed to assess the implementation of this model in novel settings and evaluate its impact on patient outcomes and professional improvement.

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引用次数: 0
An Overview of Continuing Medical Education/Continuing Professional Development Systems in Latin America: A Mixed Methods Assessment. 拉丁美洲继续医学教育/继续职业发展制度概览:混合方法评估》。
Pub Date : 2024-11-25 eCollection Date: 2024-01-01 DOI: 10.1080/28338073.2024.2427765
Lawrence Sherman, Ricardo Leon-Borquez, Mildred Lopez, Kathy Chappell

The aims of this regional assessment of continuing medical education (CME)/continuing professional development (CPD) systems in Latin America were to describe the current requirements, if any, for physicians to engage in CME/CPD, explore perceptions of national CME/CPD systems from in-country subject matter experts (SMEs), to describe the perceptions of interprofessional continuing education (IPCE) and independent CME/CPD from in-country physicians and to provide recommendations that may be adopted by organisations/countries to improve the quality and effectiveness of their current CME/CPD systems and better meet their learners' needs. An assessment of 11 CME/CPD systems in Latin America was conducted using a mixed-methods approach that included 1:1 interviews with in-country SMEs and an electronic survey capturing qualitative and quantitative data from practicing in-country physicians. This assessment reflected countries with CME/CPD systems that are in various stages of maturity. Only three countries have systems that are self-regulated by the profession, several systems lack independence from pharmaceutical influence, and educational activities are described more in terms of traditional CME/CPD as compared to education focused on individual or team gaps or population health care needs. There was little description of incorporating learner self-assessment and evaluation of change and little focus on interprofessional education. This mixed-method assessment of 11 Latin American countries demonstrated CME/CPD systems that are developing in maturity. Participation was often voluntary, and there was relatively little regulation. Physicians overall have been resistant to regulation and have preferred to use a voluntary, incentive-based model. There was a relatively high degree of influence by the pharmaceutical industry. Affordability and access remain challenges. There is an opportunity to better tie country/population health outcomes to CME/CPD, implement interprofessional continuing education, increase faculty skills and learner engagement, and increase funding and access across geographic regions.

对拉丁美洲的继续医学教育(CME)/继续职业发展(CPD)体系进行区域评估的目的是,描述目前对医生参与继续医学教育/继续职业发展的要求(如果有的话),探讨国内主题专家(SMEs)对国家继续医学教育/继续职业发展体系的看法、描述国内医生对跨专业继续教育(IPCE)和独立继续医学教育/继续专业进修的看法,并提出可供组织/国家采纳的建议,以提高其现有继续医学教育/继续专业进修系统的质量和有效性,并更好地满足学员的需求。我们采用混合方法对拉丁美洲的 11 个继续医学教育/继续职业发展系统进行了评估,其中包括与国内中小型企业进行的 1:1 访谈,以及从国内执业医师处获取定性和定量数据的电子调查。这次评估反映了一些国家的继续医学教育/继续医学发展系统处于不同的成熟阶段。只有三个国家的系统是由行业自律的,有几个国家的系统没有独立于制药业的影响,教育活动更多地从传统的继续医学教育/继续职业发展的角度来描述,而不是侧重于个人或团队差距或人口保健需求的教育。对纳入学习者自我评估和评价变化的描述很少,对跨专业教育的关注也很少。这项对 11 个拉丁美洲国家进行的混合方法评估表明,继续医学教育/继续职业发展制度正日趋成熟。参与通常是自愿的,监管相对较少。总体而言,医生对监管有抵触情绪,他们更愿意使用自愿的、以激励为基础的模式。制药业的影响力相对较大。可负担性和可及性仍是挑战。我们有机会将国家/人口的健康成果与继续医学教育/继续职业培训更好地结合起来,实施跨专业继续教育,提高教师技能和学员参与度,并增加跨地域的资助和机会。
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引用次数: 0
Viewpoint: Better Late Than Never: Nutrition Education Opportunities for Physicians in the United States. 观点:迟到总比不到好:美国医生的营养教育机会。
Pub Date : 2024-11-17 eCollection Date: 2024-01-01 DOI: 10.1080/28338073.2024.2418544
Jaclyn Albin, Dominique R Williams, John T Stutts, Giovanna Santander, Andie Lee Gonzalez, Mary Beth Arensberg

Diet and nutrition have an important impact on chronic disease and mortality and have spurred growth in the food is medicine approach. Yet, in the United States (US), post-graduate nutrition education and training for physicians remain limited. This may change as American policies focused on nutrition security, quality care and health equity advance and create new incentives for practicing clinicians to engage in nutrition-focused education and training. This viewpoint summarises why nutrition is essential for quality medical care, nutrition knowledge of US physicians, evolving US policies and advocacy for nutrition in medicine and opportunities for nutrition-focused continuing medical education and training. Clinicians trained in nutrition are important to lead innovation and research in nutrition-focused clinical care and to define best practices and optimise population health.

饮食和营养对慢性病和死亡率有重要影响,并推动了 "食物即医学 "方法的发展。然而,在美国,针对医生的研究生营养教育和培训仍然有限。随着美国关注营养安全、优质护理和健康公平的政策不断推进,并为执业临床医生参与以营养为重点的教育和培训创造了新的动力,这种情况可能会有所改变。本观点总结了营养对优质医疗服务至关重要的原因、美国医生的营养知识、美国不断发展的医学营养政策和倡导,以及以营养为重点的继续医学教育和培训机会。接受过营养学培训的临床医生对于引领以营养为重点的临床护理创新和研究、确定最佳实践和优化人口健康非常重要。
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引用次数: 0
Medical Writing for Continuing Education in the Health Professions: A Competency Model. 卫生专业继续教育中的医学写作:能力模型。
Pub Date : 2024-11-12 eCollection Date: 2024-01-01 DOI: 10.1080/28338073.2024.2422709
Haifa Kassis, Donald Harting

Medical writers assist continuing medical education (CME)/continuing professional development (CPD) providers in planning and delivering educational programmes. Their responsibilities include developing needs assessments and instructional content for accredited CME-CPD. However, to the best of our knowledge, a competency model for training writers who develop CME-CPD materials does not exist. We used a modified Delphi method to identify knowledge areas, skills, attitudes, and deliverables (KSADs) to include in a model for training the next generation of CME writers. Over 3 rounds of questionnaires, we asked a diverse panel of stakeholders to rate an initial set of KSADs, suggest additional KSADs, and provide rationales for their ratings. Panellists rated each KSAD from 1 (strongly disagree) to 5 (strongly agree) based on whether it should be included in the model. Panellists received anonymised reports of results between rounds and could change their previous ratings. Of 22 panellists who agreed to participate, 20 (90.9%) completed all 3 rounds. Of 83 suggested KSADs, 44 (53%) received a final average rating of at least 4, meeting predefined criteria for consensus. In total, we identified 38 KSAs necessary for CME writers to excel. These KSAs cover a wide range of topics from various fields, including accredited continuing education, medicine and healthcare, and medical writing and communications. We also identified 6 in-demand deliverables, including needs assessments, outcomes questions, slide decks, interactive patient case studies, agendas for proposed educational programmes, and scripts for video or audio recordings. This new competency model may help guide the development of training programmes for medical writers specialising in CME-CPD.

医学撰稿人协助继续医学教育(CME)/继续职业发展(CPD)机构规划和实施教育项目。他们的职责包括为经认证的继续医学教育(CME)/继续职业发展(CPD)制定需求评估和教学内容。然而,据我们所知,目前还没有针对编写 CME-CPD 材料的培训撰稿人的能力模型。我们采用改良的德尔菲法来确定知识领域、技能、态度和可交付成果(KSADs),以纳入下一代继续医学教育撰稿人的培训模型。通过三轮问卷调查,我们请不同的利益相关者小组对最初的一套 KSAD 进行评分,提出其他 KSAD 建议,并提供评分理由。小组成员根据每个 KSAD 是否应纳入模型,从 1 分(非常不同意)到 5 分(非常同意)对其进行评分。专家组成员会收到两轮之间的匿名结果报告,并可更改之前的评分。在同意参与的 22 位专家组成员中,20 位(90.9%)完成了全部三轮。在 83 项建议的 KSAD 中,44 项(53%)的最终平均评分至少为 4 分,达到了达成共识的预定标准。我们总共确定了 38 项继续医学教育撰稿人必须具备的 KSA。这些 KSA 涵盖了各个领域的广泛主题,包括认可继续教育、医药与保健、医学写作与传播。我们还确定了 6 项急需的可交付成果,包括需求评估、成果问题、幻灯片、互动式患者案例研究、拟议教育计划的议程以及视频或音频录制的脚本。这一新的能力模型有助于指导专门从事 CME-CPD 的医学撰稿人制定培训计划。
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引用次数: 0
How Clinician-Scientists Access and Mobilise Social Capital and Thus Contribute to the Professional Development of Their Colleagues in Their Networks. 临床科学家如何获取和调动社会资本,从而促进其网络中同事的专业发展。
Pub Date : 2024-11-03 eCollection Date: 2024-01-01 DOI: 10.1080/28338073.2024.2421129
Esther de Groot, Jasperina Brouwer, Yvette Baggen, Nienke Moolenaar, Manon Kluijtmans, Roger Damoiseaux

Clinician-scientists, physicians who conduct research, may fulfil a bridging role in networks of health care researchers and practitioners. Within clinician-scientists' networks, knowledge sharing is thought to play a vital role in the continuing professional development of themselves and their colleagues. However, little is known about networks of clinician-scientists and how this impacts continuing professional development. Rooted in social capital theory, this study provides a mixed methods exploration of clinician-scientists' networks. Ego-level social network data were collected via semi-structured interviews on professional interactions about evidence-based practice with 15 clinician-scientists in the area of general practice and elderly care. Quantitative analysis revealed that professional networks of clinician-scientists varied in size, composition, and frequency of interactions depending on appointed research time and experience. Less experienced clinician-scientists interacted most frequently with other clinician-scientists while experienced clinician-scientist experienced more sporadically with clinicians. Clinician-scientists with more research time interacted more frequently with scientists and had a slightly larger professional network than those with less research time. The thematic qualitative analysis revealed different decision-making processes of clinician-scientists on mobilising their social capital and connecting to others in the network: (1) deliberate decision about initiating connections; (2) reactive behaviour without a decision; (3) ad-hoc decision. Clinician-scientists exchange knowledge to enhance their own continuing professional development mainly but also contribute to the professional development of clinicians, scientists, and other clinician-scientists.

临床科学家,即从事研究的医生,可以在医疗保健研究人员和从业人员网络中发挥桥梁作用。在临床科学家的网络中,知识共享被认为对其自身及其同事的持续专业发展起着至关重要的作用。然而,人们对临床科学家网络及其如何影响持续专业发展却知之甚少。本研究以社会资本理论为基础,采用混合方法对临床科学家的网络进行了探讨。通过对 15 名全科和老年护理领域的临床科学家进行有关循证实践的专业互动的半结构化访谈,收集了自我层面的社会网络数据。定量分析显示,临床科学家的专业网络在规模、组成和互动频率上各不相同,这取决于指定的研究时间和经验。经验较少的临床科学家与其他临床科学家的互动最为频繁,而经验丰富的临床科学家与临床医生的互动则较为零散。与研究时间较少的临床科学家相比,研究时间较多的临床科学家与科学家的交流更为频繁,其专业网络也稍大一些。专题定性分析揭示了临床科学家在调动其社会资本并与网络中的其他人建立联系方面的不同决策过程:(1)关于建立联系的深思熟虑的决策;(2)没有决策的被动行为;(3)临时决策。临床科学家交流知识,主要是为了加强自身的持续专业发展,同时也是为了促进临床医生、科学家和其他临床科学家的专业发展。
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引用次数: 0
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