Teaching Materials

教材
  • 文章类型: Journal Article
    微生物学教育有一个严重的障碍-缺乏该主题的参与者及其互动的可见性-这导致对多媒体教学辅助工具(MTA)的过度依赖。国际微生物学扫盲倡议(IMiLI)正在创建与社会相关的微生物学的教育资源,并辅之以适当的MTA。然而,适当的指导,支持微生物教育者定位和选择,或委托创建,缺乏针对不同目标受众和学习目标的适当MTA。这项研究的目的是(i)确定有关教育/教学标准和教育多媒体设计的重要考虑因素,以及(ii)创建基于证据的指南来选择和评估现有的,并告知新事物的创造,微生物学MTA。这项调查是基于探索性的,混合方法方法。两个文献综述(涵盖教育和良好实践多媒体设计)的结果为视频的初步评估指南提供了整理,动画,漫画,和视频游戏。利用网络抓取方法来定位和检索四种多媒体类型的现有样本,并创建四个相关的多媒体数据库(包括元数据)。通过评估每种多媒体类型的准随机(或有目的)样本,对初步指南进行了试点(并进行了相应的修订)。采访了教育多媒体专家以讨论调查结果。最后,该指南已更新,以反映专家的意见以及试点评估的结果。最终指南包括四个组成部分:(i)为特定受众和教育目的选择和评估多媒体的主要考虑因素,(二)多媒体选择工具,(三)多媒体评价工具,和(iv)广泛的背景信息作为附录链接所有部分,以进一步理解。该指南的广泛利用具有简化和系统化多媒体选择/创建的巨大潜力,导致卓越的基于多媒体的学习成果,建立快速选择数据库(预评估多媒体),缩小微生物学教育的差距,激励教育内容创作者。
    Microbiology education has a serious handicap - the lack of visibility of the players of the subject and their interactions - which engenders a disproportionate reliance upon multimedia teaching aids (MTAs). The International Microbiology Literacy Initiative (IMiLI) is creating educational resources in societally-relevant microbiology complemented by appropriate MTAs. However, proper guidance supporting microbiology educators in locating and selecting, or commissioning the creation of, adequate MTAs for different target audiences and learning objectives is lacking. The aims of this study were to (i) identify important considerations regarding educational/didactical standards and the design of educational multimedia and (ii) create an evidence-based guideline for selecting and appraising existing, and informing the creation of new, microbiology MTAs. This investigation is based on an exploratory, mixed-methods approach. The results of two literature reviews (covering educational and good practice multimedia design) informed the collation of a preliminary appraisal guideline for videos, animations, comics, and video games. A web-scraping approach was utilised to locate and retrieve existing exemplars of the four multimedia types and create four pertinent multimedia databases (including metadata). The preliminary guideline was piloted (and revised accordingly) by appraising quasi-random (or purposive) samples of each multimedia type. Educational multimedia experts were interviewed to discuss the findings. Finally, the guideline was updated to reflect the expert comments together with the results of the pilot appraisals. The final guideline has four components: (i) central considerations for selecting and appraising multimedia for specific audiences and educational purposes, (ii) multimedia selection tool, (iii) multimedia appraisal tools, and (iv) extensive background information as appendices linking all sections for further comprehension. Broad utilisation of the guideline has significant potential for simplifying and systematising multimedia selection/creation, leading to superior multimedia-based learning outcomes, establishing a rapid selection database (pre-appraised multimedia), reducing disparities in microbiology education and incentivising educational content creators.
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  • 文章类型: English Abstract
    BACKGROUND: The Masterplan Medicine 2020 adopted in 2017 entails many changes to the medical studies curriculum. The new structure affects the content of the coursework and its main focus. A major goal of this masterplan is to prepare young physicians by teaching the skills that are essential for the future profession. The National Competence-Based Learning Objectives Catalog for Medicine (NKLM) provides the basis for the teaching content.
    METHODS: The Working Group Teaching of the German Society of Ophthalmology (Arbeitsgemeinschaft Lehre der DOG) actively supports this transformation. In cross-site collaboration, teaching materials for various teaching formats have been compiled by relying on the NKLM (e.g., recordings of operations, slides for small group instruction, image galleries, case studies). An online library named the DOG-EyeTeacher was then created.
    RESULTS: The aim of the DOG-EyeTeacher is to relieve the training clinics and to establish basic standards in teaching materials, thereby enabling the necessary focus on medical education. The provision of these teaching materials should deepen the interest in ophthalmology among future doctors.
    CONCLUSIONS: The DOG-EyeTeacher is our response to the challenges associated with the planned restructuring of the medical curriculum. Since October 2023, any DOG member involved in teaching can create an account free of charge to use our materials.
    UNASSIGNED: HINTERGRUND: Der 2017 verabschiedete Masterplan Medizin 2020 sieht viele Veränderungen im Medizinstudium vor. Auch die Lehrinhalte und Unterrichtsschwerpunkte werden von den Neustrukturierungen betroffen sein. Ein Ziel ist es, die Studierenden kompetenzorientiert auf ihre zukünftige Aufgabe als Ärztinnen und Ärzte vorzubereiten. Der NKLM (Nationaler Kompetenzbasierter Lernzielkatalog Medizin) bildet hierbei die Basis der zukünftig zu unterrichtenden Lehrinhalte.
    METHODS: Die Arbeitsgemeinschaft Lehre der DOG hat sich zur Aufgabe gemacht, diese Umstrukturierungen aktiv zu begleiten. In einer standortübergreifenden Zusammenarbeit wurden zur Unterstützung der Lehrenden und auf der Grundlage des NKLM Lehrmaterialien für verschiedene Unterrichtsformate zusammengestellt (z. B. Folien für den Kleingruppenunterricht, Operationsmitschnitte, Bildergalerien, Fallbeispiele) und anschließend in einer Online-Bibliothek, DOG-EyeTeacher genannt, zusammengeführt.
    UNASSIGNED: Der DOG-EyeTeacher soll die Lehrenden an den Universitäten und ihren Ausbildungskliniken unterstützen, den Qualitätsstandard inhaltlicher Schwerpunkte angleichen, den allseitigen Dialog über die Lehre in der Augenheilkunde fördern und gleichzeitig der Lehre als wichtiger Säule des universitären Dreiklangs in der Medizin mehr Gewicht verleihen. Langfristig soll durch die Bereitstellung ansprechender und zeitgemäßer Lehrmaterialien das Interesse angehender Ärztinnen und Ärzte am Fach Ophthalmologie gesteigert werden.
    UNASSIGNED: Der DOG-EyeTeacher stellt eine Antwort der Arbeitsgemeinschaft Lehre der DOG auf die mit der geplanten Neustrukturierung des Medizinstudiums einhergehenden Herausforderungen dar. Jedes lehrinteressierte DOG-Mitglied kann sich seit Oktober 2023 kostenfrei einen Account erstellen und die Lehrmaterialien nutzen.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    全球,慢性肾脏病(CKD)是一个公共健康问题,由于其高发病率和死亡率。对于CKD患者,移动健康应用程序已作为一种策略,通过有效和可靠的教育材料促进患者护理。这是一项使用内容专家的前瞻性和描述性三阶段研究。结果创造了三种视觉和三种视听材料,评价可接受。教育材料的设计和验证是通过移动健康应用程序进行患者健康教育的有效且可靠的方法。
    Worldwide, chronic kidney disease (CKD) is a public health problem due to its high morbidity and mortality rates. For CKD patients, mobile health applications have functioned as a strategy that promotes patient care through valid and reliable educational materials. This is a prospective and descriptive three-stage study using content experts. Results created three visual and three audiovisual materials with acceptable evaluations. The design and validation of educational materials are a valid and reliable method for patient health education through mobile health applications.
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  • 文章类型: Journal Article
    3D扫描和打印技术正在迅速发展,并为在大体解剖学教育中使用提供了巨大的潜力。使用人体捐赠者创建数字扫描和3D打印模型引起了人们对捐赠者知情同意的道德担忧。潜在的商品化,以及获取和存储潜在可识别的解剖复制品。本文回顾了现有文献,描述了这些新兴技术应用的伦理意义,现有已发布的管理和共享2D成像的最佳实践,以及目前学术界捐赠计划对这些最佳实践的坚持。我们得出的结论是,知情同意对于人类供体和人类供体衍生材料的所有用途至关重要,并且目前在遵守已建立的管理和共享来自人类供体的3D数字内容的最佳实践方面存在相当大的差异。我们提出了一个新的简化框架,用于对捐赠者衍生的教材以及数字共享所需的相应同意级别进行分类。该框架提出了相对于广义的人类捐赠者和人类捐赠者来源材料的同等最低程度的特定同意,不同的教材(即人造塑料模型)。同样,我们建议,集体前进的道路应该包括建立一个集中的,数字人类捐赠者3D内容的安全存储库,作为一种积累机制,调节,并控制适当同意的人类捐赠者衍生的3D数字内容的分发,这也将增加道德创造的人类衍生教材的可用性,同时阻止商品化。
    3D scanning and printing technologies are quickly evolving and offer great potential for use in gross anatomical education. The use of human body donors to create digital scans and 3D printed models raises ethical concerns about donor informed consent, potential commodification, and access to and storage of potentially identifiable anatomical reproductions. This paper reviews available literature describing ethical implications for the application of these emerging technologies, existing published best practices for managing and sharing 2D imaging, and current adherence to these best practices by academic body donation programs. We conclude that informed consent is paramount for all uses of human donor and human donor-derived materials and that currently there is considerable diversity in adherence to established best practices for the management and sharing of 3D digital content derived from human donors. We propose a new and simplified framework for categorizing donor-derived teaching materials and the corresponding level of consent required for digital sharing. This framework proposes an equivalent minimum level of specific consent for human donor and human donor-derived materials relative to generalized, nonidentical teaching materials (i.e., artificial plastic models). Likewise, we propose that the collective path forward should involve the creation of a centralized, secure repository for digital human donor 3D content as a mechanism for accumulating, regulating, and controlling the distribution of properly consented human donor-derived 3D digital content that will also increase the availability of ethically created human-derived teaching materials while discouraging commodification.
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  • 文章类型: Journal Article
    This study aims to report on the development and validation of digital educational materials based on the dimensions of home cooking skills (HCS) assessed on a scale destined for PHC professionals, following the recommendations of The Dietary Guidelines for the Brazilian Population and on The Food and Nutrition Education Framework (FNE) for Public Policies. Five videos and graphic materials were developed with proposals for activities to develop HCS and encourage its implementation in actions and guidelines in the community and in professional care. The content of the materials was evaluated by experts using the Two-Round Delphi-based technique and statistical analyses for evidence of consensus. Specialists presented comments to improve the products and their applicability. The materials presented decoded language and playful illustrations with characters representative of the target population. Evidence of satisfactory content validity was presented and can be used in permanent education actions, seeking the qualification of the workforce and in FNE actions within the scope of the law. The graphic materials make it possible to associate the content of the videos with practice in contexts consistent with the reality of the individuals.
    Este estudo visa reportar desenvolvimento e validação de materiais educativos digitais baseados nas dimensões de habilidades culinárias domésticas (HCD) avaliadas por escala destinada aos profissionais da APS, nas recomendações do Guia Alimentar Para a População Brasileira e no Marco de Educação Alimentar e Nutricional (EAN) para Políticas Públicas. Foram desenvolvidos 5 vídeos e materiais gráficos com propostas de atividades para desenvolvimento de HCD e estímulo à sua implementação em ações e orientações junto à comunidade e em atendimentos profissionais. O conteúdo dos materiais foi avaliado por especialistas utilizando técnica Delphi de 2 rounds e análises estatísticas para evidência de consenso. Especialistas proferiram comentários para aprimoramento dos produtos e sua aplicabilidade. Os materiais apresentaram linguagem decodificada, ilustrações lúdicas, com personagens representativos da população-alvo. Apresentaram evidência de validade de conteúdo satisfatória e podem ser utilizados em ações de educação permanente, visando a qualificação da força de trabalho, e em ações de EAN junto aos sujeitos de direito. Os materiais gráficos possibilitam associar o conteúdo dos vídeos à prática, em contextos condizentes com a realidade dos sujeitos.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    背景:皮肤科患者教育材料(PEM)的书写水平通常高于全国平均水平的七至八年级阅读水平。ChatGPT-3.5,GPT-4,DermGPT,和DocsGPT是响应用户提示的大型语言模型(LLM)。我们的项目评估了它们在指定阅读水平下生成皮肤病学PEM的用途。
    目的:本研究旨在评估在未指定和指定的阅读水平下,选择LLM在常见和罕见皮肤病学中产生PEM的能力。Further,该研究旨在评估这些LLM生成的PEM的意义保存情况,由皮肤科住院医师评估。
    方法:当前美国皮肤病学会PEMs的Flesch-Kincaid阅读水平(FKRL)评估了4种常见(特应性皮炎,寻常痤疮,牛皮癣,和带状疱疹)和4例罕见(大疱性表皮松解症,大疱性类天疱疮,层状鱼鳞病,和扁平苔藓)皮肤病。我们提示ChatGPT-3.5,GPT-4,DermGPT,和DocsGPT以“在[FKRL]中创建关于[条件]的患者教育讲义”,以在未指定的五年级和七年级FKRL中每个条件迭代生成10个PEM,使用MicrosoftWord可读性统计进行评估。由2名皮肤科住院医师评估了LLM中意义的保留。
    结果:当前的美国皮肤病学会PEMs对常见和罕见疾病的平均(SD)FKRL为9.35(1.26)和9.50(2.3),分别。对于常见疾病,LLM生产的PEM的FKRL介于9.8和11.21之间(未指定提示),在4.22和7.43之间(五年级提示),在5.98和7.28之间(七年级提示)。对于罕见疾病,LLM生产的PEM的FKRL范围在9.85和11.45之间(未指定提示),在4.22和7.43之间(五年级提示),在5.98和7.28之间(七年级提示)。在五年级阅读水平,与ChatGPT-3.5相比,GPT-4在常见和罕见条件下都能更好地生产PEM(分别为P=.001和P=.01),DermGPT(分别为P<.001和P=.03),和DocsGPT(分别为P<.001和P=.02)。在七年级的阅读水平,ChatGPT-3.5、GPT-4、DocsGPT、或DermGPT在生产常见条件下的PEM(所有P>.05);然而,对于罕见的情况,ChatGPT-3.5和DocsGPT的表现优于GPT-4(分别为P=.003和P<.001)。意义分析的保留表明,对于共同条件,DermGPT在整体阅读便利性方面排名最高,患者的可理解性,和准确性(14.75/15,98%);对于罕见的情况,GPT-4产生的施舍排名最高(14.5/15,97%)。
    结论:GPT-4的表现似乎优于ChatGPT-3.5,DocsGPT,和DermGPT在五年级FKRL的常见和罕见的情况下,尽管ChatGPT-3.5和DocsGPT在7级FKRL中在罕见情况下的表现均优于GPT-4。LLM生产的PEM可以可靠地满足七级FKRL的选择常见和罕见的皮肤病,并且易于阅读,患者可以理解,而且大多是准确的。LLM可能在提高健康素养和传播无障碍方面发挥作用,在皮肤病学中可以理解的PEM。
    BACKGROUND: Dermatologic patient education materials (PEMs) are often written above the national average seventh- to eighth-grade reading level. ChatGPT-3.5, GPT-4, DermGPT, and DocsGPT are large language models (LLMs) that are responsive to user prompts. Our project assesses their use in generating dermatologic PEMs at specified reading levels.
    OBJECTIVE: This study aims to assess the ability of select LLMs to generate PEMs for common and rare dermatologic conditions at unspecified and specified reading levels. Further, the study aims to assess the preservation of meaning across such LLM-generated PEMs, as assessed by dermatology resident trainees.
    METHODS: The Flesch-Kincaid reading level (FKRL) of current American Academy of Dermatology PEMs was evaluated for 4 common (atopic dermatitis, acne vulgaris, psoriasis, and herpes zoster) and 4 rare (epidermolysis bullosa, bullous pemphigoid, lamellar ichthyosis, and lichen planus) dermatologic conditions. We prompted ChatGPT-3.5, GPT-4, DermGPT, and DocsGPT to \"Create a patient education handout about [condition] at a [FKRL]\" to iteratively generate 10 PEMs per condition at unspecified fifth- and seventh-grade FKRLs, evaluated with Microsoft Word readability statistics. The preservation of meaning across LLMs was assessed by 2 dermatology resident trainees.
    RESULTS: The current American Academy of Dermatology PEMs had an average (SD) FKRL of 9.35 (1.26) and 9.50 (2.3) for common and rare diseases, respectively. For common diseases, the FKRLs of LLM-produced PEMs ranged between 9.8 and 11.21 (unspecified prompt), between 4.22 and 7.43 (fifth-grade prompt), and between 5.98 and 7.28 (seventh-grade prompt). For rare diseases, the FKRLs of LLM-produced PEMs ranged between 9.85 and 11.45 (unspecified prompt), between 4.22 and 7.43 (fifth-grade prompt), and between 5.98 and 7.28 (seventh-grade prompt). At the fifth-grade reading level, GPT-4 was better at producing PEMs for both common and rare conditions than ChatGPT-3.5 (P=.001 and P=.01, respectively), DermGPT (P<.001 and P=.03, respectively), and DocsGPT (P<.001 and P=.02, respectively). At the seventh-grade reading level, no significant difference was found between ChatGPT-3.5, GPT-4, DocsGPT, or DermGPT in producing PEMs for common conditions (all P>.05); however, for rare conditions, ChatGPT-3.5 and DocsGPT outperformed GPT-4 (P=.003 and P<.001, respectively). The preservation of meaning analysis revealed that for common conditions, DermGPT ranked the highest for overall ease of reading, patient understandability, and accuracy (14.75/15, 98%); for rare conditions, handouts generated by GPT-4 ranked the highest (14.5/15, 97%).
    CONCLUSIONS: GPT-4 appeared to outperform ChatGPT-3.5, DocsGPT, and DermGPT at the fifth-grade FKRL for both common and rare conditions, although both ChatGPT-3.5 and DocsGPT performed better than GPT-4 at the seventh-grade FKRL for rare conditions. LLM-produced PEMs may reliably meet seventh-grade FKRLs for select common and rare dermatologic conditions and are easy to read, understandable for patients, and mostly accurate. LLMs may play a role in enhancing health literacy and disseminating accessible, understandable PEMs in dermatology.
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  • 文章类型: Journal Article
    目的:健康教育材料的推荐可读性为六年级。人工智能(AI)大型语言模型,如新发布的ChatGPT4,可能会促进患者教育材料的大规模转换。我们试图确定在线耳鼻喉科教育材料是否符合推荐的阅读水平,以及ChatGPT4是否可以将这些材料重写到六年级水平。我们还希望确保转换后的材料准确并保留足够的含量。
    方法:选择了来自美国耳鼻咽喉头颈外科学会在线发表的患者教育材料的71篇文章。文章被输入到ChatGPT4,提示“将此文本转换为六年级阅读水平。“在AI转换之前和之后,确定了每篇文章的Flesch阅读轻松评分(FRES)和Flesch-Kincaid等级(FKGL)。每篇文章和转化都经过了事实不准确的审查,并对每次转换进行内容保留审查。
    结果:71篇文章的初始平均FKGL为11.03,FRES为46.79。经ChatGPT4转换后,所有文章的平均FKGL为5.80,FRES为77.27。转换后的材料为患者教育提供了足够的细节,没有事实错误。
    结论:我们发现ChatGT4可快速有效地将耳鼻喉科在线患者教育材料的阅读可及性提高到推荐水平。
    结论:医生可以通过使用广泛可用的测量工具来确定他们的患者教育材料是否超过当前推荐的阅读水平,然后应用AI对话平台,根据需要将材料修改到更易于访问的级别。
    方法:第5级。
    OBJECTIVE: The recommended readability of health education materials is at the sixth-grade level. Artificial intelligence (AI) large language models such as the newly released ChatGPT4 might facilitate the conversion of patient-education materials at scale. We sought to ascertain whether online otolaryngology education materials meet recommended reading levels and whether ChatGPT4 could rewrite these materials to the sixth-grade level. We also wished to ensure that converted materials were accurate and retained sufficient content.
    METHODS: Seventy-one articles from patient educational materials published online by the American Academy of Otolaryngology-Head and Neck Surgery were selected. Articles were entered into ChatGPT4 with the prompt \"translate this text to a sixth-grade reading level.\" Flesch Reading Ease Score (FRES) and Flesch-Kincaid Grade Level (FKGL) were determined for each article before and after AI conversion. Each article and conversion were reviewed for factual inaccuracies, and each conversion was reviewed for content retention.
    RESULTS: The 71 articles had an initial average FKGL of 11.03 and FRES of 46.79. After conversion by ChatGPT4, the average FKGL across all articles was 5.80 and FRES was 77.27. Converted materials provided enough detail for patient education with no factual errors.
    CONCLUSIONS: We found that ChatGPT4 improved the reading accessibility of otolaryngology online patient education materials to recommended levels quickly and effectively.
    CONCLUSIONS: Physicians can determine whether their patient education materials exceed current recommended reading levels by using widely available measurement tools, and then apply AI dialogue platforms to modify materials to more accessible levels as needed.
    METHODS: Level 5.
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  • 文章类型: Journal Article
    SaNuRN是鲁昂诺曼底大学(URN)和蔚蓝海岸大学(CAU)联盟的一个为期五年的项目,旨在优化医学和辅助医学学生的数字健康教育,专业人士,和管理员。该项目包括一个技能框架,培训模块,和教学资源。在2027年,SaNuRN预计将在法国国家一级培训40万名健康和辅助医疗专业学生中的很大一部分。我们的目的是简要介绍SaNuRN计划,强调其新颖的教育方法,以及它们将如何加强数字健康教育的提供。我们的目标包括展示SaNuRN作为一个由熟练框架组成的全面计划,教学模块,和教育材料,并解释SaNuRN如何在参与的学术机构中实施。SaNuRN是一个旨在教育和培训数字健康相关和护理人员学生的项目。该项目来自URN和CAU之间的合作努力,涵盖四个法国部门。该项目基于法国国家数字健康参考(FNRDH),它定义了每个健康学生要获得和验证的技能和能力,辅助医疗,和社会专业课程。SaNuRN团队目前正在将现有的URN和CAU教学大纲适应FNRDH,并开发20至30分钟的短期视频胶囊来教授所有相关材料。该项目旨在确保最大的学生群体获得必要的技能,它已经开发了一个两层系统,其中包括促进者,他们将能够有效地扩大项目的教育推广范围,并支持学生有效地学习所需的材料。专注于现实世界的场景和创新教学活动,整合远程医疗设备和虚拟专业人员,SaNuRN致力于为临床实践中的医疗保健专业人员提供持续学习。SaNuRN团队通过从基于知识的评估转向基于能力的评估,引入了评估医疗保健专业人员的新方法。与Miller教学金字塔对齐,并在数字健康教育中使用客观结构化临床检查和脚本一致性测试。借鉴URN的专业知识,CAU,以及他们的公共卫生和数字研究实验室和合作伙伴,SaNuRN项目代表了一个持续创新的平台,包括远程医疗培训和具有虚拟和交互式专业活动的生活实验室。SaNuRN项目提供了一个全面的,为健康和辅助医学学生提供个性化的30小时培训包,解决所有70个FNRDH能力。该计划使用AI和NLP进行增强,以创建用于数字医疗模拟的虚拟患者和专业人员。SaNuRN教材是开放获取的。该项目与世界各地的学术机构合作,以英语和多语言格式开发数字健康教育材料。SaNuRN提供实用且有说服力的培训方法,以满足当前的数字健康教育要求。
    SaNuRN is a five-year project by the University of Rouen Normandy (URN) and the Côte d’Azur University (CAU) consortium to optimize digital health education for medical and paramedical students, professionals, and administrators. The project includes a skills framework, training modules, and teaching resources. In 2027, SaNuRN is expected to train a significant portion of the 400,000 health and paramedical professions students at the French national level. Our purpose is to give a synopsis of the SaNuRN initiative, emphasizing its novel educational methods and how they will enhance the delivery of digital health education. Our goals include showcasing SaNuRN as a comprehensive program consisting of a proficiency framework, instructional modules, and educational materials and explaining how SaNuRN is implemented in the participating academic institutions. SaNuRN is a project aimed at educating and training health-related and paramedics students in digital health. The project results from a cooperative effort between URN and CAU, covering four French departments. The project is based on the French National Referential on Digital Health (FNRDH), which defines the skills and competencies to be acquired and validated by every student in the health, paramedical, and social professions curricula. The SaNuRN team is currently adapting the existing URN and CAU syllabi to FNRDH and developing short-duration video capsules of 20 to 30 minutes to teach all the relevant material. The project aims to ensure that the largest student population earns the necessary skills, and it has developed a two-tier system involving facilitators who will enable the efficient expansion of the project’s educational outreach and support the students in learning the needed material efficiently. With a focus on real-world scenarios and innovative teaching activities integrating telemedicine devices and virtual professionals, SaNuRN is committed to enabling continuous learning for healthcare professionals in clinical practice. The SaNuRN team introduced new ways of evaluating healthcare professionals by shifting from a knowledge-based to a competencies-based evaluation, aligning with the Miller teaching pyramid and using the Objective Structured Clinical Examination and Script Concordance Test in digital health education. Drawing on the expertise of URN, CAU, and their public health and digital research laboratories and partners, the SaNuRN project represents a platform for continuous innovation, including telemedicine training and living labs with virtual and interactive professional activities. The SaNuRN project provides a comprehensive, personalized 30-hour training package for health and paramedical students, addressing all 70 FNRDH competencies. The program is enhanced using AI and NLP to create virtual patients and professionals for digital healthcare simulation. SaNuRN teaching materials are open-access. The project collaborates with academic institutions worldwide to develop educational material in digital health in English and multilingual formats. SaNuRN offers a practical and persuasive training approach to meet the current digital health education requirements.
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