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Are You Leading an Artificial Intelligence-Capable Healthcare Organization? 你正在领导一个人工智能医疗机构吗?
Q3 Medicine Pub Date : 2025-09-25 DOI: 10.1177/08404704251375388
Angel Arnaout

Health leaders are increasingly embracing Artificial Intelligence (AI) to enhance patient care, streamline operations, and support healthcare providers. But are they truly leading an AI-capable organization-one that can harness AI's full potential and long-term value while mitigating its risks? An AI-capable organization possesses the necessary infrastructure, governance, technical expertise, and cultural mindset to effectively develop, deploy, and manage AI systems. It ensures the safe, ethical, and strategic use of AI across its operations, aligning AI adoption with organizational priorities. This article outlines the essential components of an AI-capable organization, provides a framework for assessing AI maturity, and introduces a risk-proportionate approach to building an AI tool pipeline for healthcare delivery. We explore key leadership considerations, including the decision to build or buy AI solutions, and conclude with special considerations, including the rise of Bring Your Own AI and its implications for governance and oversight.

卫生领导者越来越多地采用人工智能(AI)来加强患者护理,简化操作并支持医疗保健提供者。但是,他们真的领导着一个能够充分利用人工智能的潜力和长期价值,同时降低其风险的组织吗?一个具有人工智能能力的组织拥有必要的基础设施、治理、技术专长和文化思维,以有效地开发、部署和管理人工智能系统。它确保在整个运营过程中安全、道德和战略性地使用人工智能,使人工智能的采用与组织的优先事项保持一致。本文概述了具有人工智能能力的组织的基本组成部分,提供了评估人工智能成熟度的框架,并介绍了一种与风险成比例的方法来构建用于医疗保健交付的人工智能工具管道。我们探讨了关键的领导考虑因素,包括构建或购买人工智能解决方案的决定,并总结了特殊考虑因素,包括Bring Your Own AI的兴起及其对治理和监督的影响。
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引用次数: 0
Healing Through Etuaptmumk: Paths to Wellness for Indigenous Youth of Newfoundland and Labrador. 疗愈透过Etuaptmumk:纽芬兰和拉布拉多原住民青年的健康之路。
Q3 Medicine Pub Date : 2025-09-15 DOI: 10.1177/08404704251359615
Tianna M Bennett, Matthew Cooper, Nivethine Mahendran

Health innovation involves reducing silos, bringing together interdisciplinary teams, and supporting person-centerd care, particularly for mental well-being. Indigenous youth in Newfoundland and Labrador report having poor mental health, with few options for support in their home communities. How can Integrated Youth Services and traditional modalities of healing support clinical care to improve mental health outcomes for Indigenous Youth?

卫生创新涉及减少孤岛,汇集跨学科团队,并支持以人为本的护理,特别是精神健康护理。据报告,纽芬兰和拉布拉多的土著青年心理健康状况不佳,在其家乡社区获得支持的选择很少。综合青年服务和传统治疗方式如何支持临床护理,以改善土著青年的心理健康结果?
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引用次数: 0
Re-imagining breast care: Cost-effective innovations for Canadian healthcare. 重塑乳房护理:加拿大医疗保健的成本效益创新。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-08-25 DOI: 10.1177/08404704251348812
Casandra Gardner, Kevin Ibach, Crystal Su, Elaine McKevitt

With an anticipated increase in breast screening volume, provincial healthcare systems and health leaders must identify innovative technologies and care pathways that can alleviate the burden of an already resource-constrained healthcare system. The solution explored here utilizes vacuum-assisted technology that is clinically equivalent and a more cost-effective alternative care pathway, as successfully demonstrated in many other countries. This article reviews the clinical efficacy of Vacuum-Assisted Biopsy (VAB) and Vacuum-Assisted Excision (VAE) and calculates the potential Canadian direct cost savings by implementing VAE for the management of benign and high-risk breast lesions in place of Surgical Diagnostic Excision (SDE): calculated to be $1,607,769 to $11,341,107 (2025 CAD) annually in Canada, or $2,208 (2025 CAD) per-patient procedural savings from avoiding SDEs. Additional non-quantifiable patient benefits are also explored: avoiding unnecessary surgery; preventing the associated anxiety and time off work; and greater patient autonomy over their diagnosis journey, helping maintain their quality of life. Finally, barriers to adoption are identified, and an Implementation Leadership Action Plan is proposed, to help support the successful integration of this practice shift. The plan includes procedural reimbursement and policy changes, and multidisciplinary engagement targeting radiology, surgery, and pathology stakeholders.

随着乳房筛查量的预期增加,省级卫生保健系统和卫生领导人必须确定创新技术和护理途径,以减轻已经资源有限的卫生保健系统的负担。这里探讨的解决方案利用真空辅助技术,这是临床等效和更具成本效益的替代护理途径,在许多其他国家成功证明。本文回顾了真空辅助活检(VAB)和真空辅助切除(VAE)的临床疗效,并计算了加拿大通过实施真空辅助活检来代替外科诊断性切除(SDE)来管理良性和高风险乳腺病变的潜在直接成本节约:计算出加拿大每年为1,607,769美元至11,341,107美元(2025加元),或避免SDE为每位患者节省2,208美元(2025加元)。还探讨了其他不可量化的患者益处:避免不必要的手术;防止相关的焦虑和超时工作;患者在诊断过程中有更大的自主权,有助于维持他们的生活质量。最后,确定了采用的障碍,并提出了实施领导行动计划,以帮助支持这种实践转变的成功集成。该计划包括程序报销和政策变更,以及针对放射学、外科和病理学利益相关者的多学科参与。
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引用次数: 0
Physician assistants working in primary care in Canada: Findings from a national survey. 在加拿大初级保健工作的医师助理:来自全国调查的结果。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-06-12 DOI: 10.1177/08404704251347908
Kristen Burrows, Leslie Nickell, Paul Krueger

Physician Assistants (PAs) are increasingly recognized as part of the solution to addressing Canada's primary care shortage. This study reports findings from a national survey of 386 Canadian PAs with primary care experience. Respondents described delivering a broad scope of care, including direct patient management, teaching, mentorship, and quality improvement across settings such as elderly care, mental health, Indigenous health, refugee health, and rural communities. Most PAs reported high confidence in core competencies and effective integration into interprofessional teams. Despite this, systemic barriers persist including inadequate funding, role ambiguity, and resistance from other providers. Many PAs (71%) expressed job satisfaction, and 75% would recommend primary care practice. The study highlights opportunities to improve PA utilization and access to care through policy reform, better funding models, and expanded educational supports. These insights are valuable for policy-makers, administrators, and educators aiming to strengthen primary care delivery and PA role optimization.

医师助理(PAs)越来越被认为是解决加拿大初级保健短缺的解决方案的一部分。本研究报告了一项对386名具有初级保健经验的加拿大私人助理进行的全国性调查结果。答复者描述了提供范围广泛的护理,包括直接病人管理、教学、指导和在老年人护理、心理健康、土著居民健康、难民健康和农村社区等环境中提高质量。大多数个人助理报告对核心能力和有效融入跨专业团队有很高的信心。尽管如此,系统性障碍仍然存在,包括资金不足、角色模糊和其他提供者的抵制。许多私人助理(71%)表示工作满意,75%的人会推荐初级保健实践。该研究强调了通过政策改革、更好的融资模式和扩大教育支持来提高PA利用率和获得医疗服务的机会。这些见解对旨在加强初级保健服务和PA角色优化的政策制定者、管理人员和教育工作者很有价值。
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引用次数: 0
Developing and implementing a new health information technology innovation to improve patient safety in the Canadian context. 开发和实施一项新的卫生信息技术创新,以改善加拿大的患者安全。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-06-05 DOI: 10.1177/08404704251346951
Corinne M Hohl, Arnold Ikedichi Okpani, Craig Kuziemsky

Adverse Drug Events (ADEs) are unintended and harmful events related to medication use. Many ADEs recur because patients are unintentionally re-exposed to medications that previously caused harm. To help address this, we designed ActionADE, an interoperable Health Information Technology (HIT) that allows clinicians to communicate ADEs across health sectors. We completed ethnographic workplace observations and a systematic review to inform design. After piloting, we integrated ActionADE with the provincial medication dispensing database to alert pharmacists when patients seek to fill a prescription for the same or a same-class drug as one that previously caused harm. Co-design, application of clinically meaningful field labels and data standards, and integration with other health information systems were critical to ActionADE's functionality and use. However, health system decision-makers need to proactively plan for how to spread and scale pilot project in the HIT ecosystem to ensure public benefit from successful innovation.

药物不良事件(ADEs)是与药物使用相关的意外和有害事件。许多ade的复发是因为患者无意中再次暴露于以前造成伤害的药物。为了帮助解决这个问题,我们设计了ActionADE,这是一种可互操作的卫生信息技术(HIT),允许临床医生在卫生部门之间交流ADEs。我们完成了工作场所的人种学观察和系统回顾,为设计提供信息。在试点之后,我们将ActionADE与省级药物配药数据库整合在一起,以便在患者试图配药与以前造成伤害的药物相同或同类药物时提醒药剂师。共同设计、应用有临床意义的领域标签和数据标准,以及与其他卫生信息系统的整合对ActionADE的功能和使用至关重要。然而,卫生系统决策者需要积极规划如何在医疗卫生技术生态系统中推广和扩大试点项目,以确保公众从成功的创新中受益。
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引用次数: 0
The research activities of Canadian community hospitals: A bibliometric analysis. 加拿大社区医院的研究活动:文献计量分析。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-06-05 DOI: 10.1177/08404704251345312
Kian Rego, Prey Patel, Alexandra Binnie, Jennifer Tsang

Community hospitals represent 90% of Canadian hospitals, yet many lack the necessary infrastructure to conduct health research. This shortfall limits patient access to research studies, reduces study efficiency, and decreases the generalizability of study results. Previous work from our group identified an increase in publications from Ontario's large community hospitals between 2013 and 2022. However, data from other Canadian provinces is lacking. This bibliometric analysis identified indexed publications from authors affiliated with Canada's 544 community hospitals between 2018 and 2023. Among 13,689 publications, 12,472 unique articles were identified. Most were primary research articles (67%), with only 5% being clinical trials. Ontario's community hospitals had the highest number of publications (n = 7,925), followed by Alberta (n = 2,086) and Quebec (n = 1,480). Of Canada's 544 community hospitals, only 42% were affiliated with one or more publications from 2018 to 2023, highlighting the need to strengthen Canadian community hospital research capacity at a systems level.

社区医院占加拿大医院的90%,但许多医院缺乏进行健康研究所需的基础设施。这种不足限制了患者获得研究,降低了研究效率,并降低了研究结果的普遍性。我们小组之前的工作发现,2013年至2022年间,安大略省大型社区医院的出版物有所增加。然而,缺乏来自加拿大其他省份的数据。这项文献计量分析确定了2018年至2023年间加拿大544家社区医院附属作者的索引出版物。在13689篇出版物中,鉴定出12472篇独特的文章。大多数是初级研究文章(67%),只有5%是临床试验。安大略省的社区医院的出版物数量最多(n = 7,925),其次是阿尔伯塔省(n = 2,086)和魁北克省(n = 1,480)。在加拿大的544家社区医院中,从2018年到2023年,只有42%的社区医院隶属于一种或多种出版物,这凸显了在系统层面加强加拿大社区医院研究能力的必要性。
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引用次数: 0
Improving patient engagement in mental health: Exploring the potential of pre-visit notes in Canadian care settings. 提高患者对心理健康的参与度:探索加拿大医疗机构中就诊前记录的潜力。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-02-10 DOI: 10.1177/08404704251316424
Karishini Ramamoorthi, Iman Kassam, Brian Lo, Sarah Kimball, Gillian Strudwick

OurNotes is a movement that advocates for patient engagement by encouraging patients to contribute to their care through a pre-visit note, where they can comment on their health progress and prioritize topics for discussion with their clinicians. To date, pre-visit notes have been implemented in primary and acute care settings internationally, and their reception has generally been positive. However, their use in Canada and in mental health settings is limited. To address this gap, we conducted semi-structured interviews with 26 mental health clinicians, patients, and care partners. Barriers, facilitators, and recommendations to implementing pre-visit notes in Canadian mental health settings were identified. Overall, clinicians, patients, and care partners had positive perceptions towards pre-visit notes, indicating that they may serve as an innovative model for improving patient engagement and satisfaction in mental health settings. The barriers and facilitators identified, provide guidance for mental health organizations considering the implementation of pre-visit notes.

OurNotes是一项倡导患者参与的运动,鼓励患者通过预诊笔记为他们的护理做出贡献,在那里他们可以评论自己的健康进展,并优先考虑与临床医生讨论的主题。迄今为止,在国际上的初级和急症护理机构已经实施了会诊前记录,人们对这些记录的接受程度总体上是积极的。然而,它们在加拿大和精神卫生机构的使用是有限的。为了解决这一差距,我们对26名心理健康临床医生、患者和护理伙伴进行了半结构化访谈。确定了在加拿大精神卫生机构实施会诊前记录的障碍、促进因素和建议。总体而言,临床医生、患者和护理伙伴对会诊前记录有积极的看法,这表明它们可以作为一种创新模式,提高患者在心理健康环境中的参与度和满意度。所确定的障碍和促进因素为考虑实施会诊前记录的精神卫生组织提供了指导。
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引用次数: 0
Enabling decision-making and innovation in learning health systems through simulation modelling. 通过模拟建模促进卫生系统学习的决策和创新。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-06-12 DOI: 10.1177/08404704251348857
Lysanne Lessard, Antoine Sauré

Canadian healthcare systems require profound transformations to enhance patient experience, improve population health, reduce costs, and improve the work life of healthcare providers. Learning Health Systems (LHSs) are an approach for undertaking this transformation in an effective, efficient, and sustainable manner with digital technologies as a key enabler for change. However, the successful implementation of a LHS brings with it challenging and potentially risky changes to clinical practices and operations. Simulation modelling is an advanced analytics technique particularly well-suited for informing decision-making and planning prior to and during the transformation of complex systems such as LHSs. Yet, despite the use and demonstrated benefits of simulation modelling in many different industries including healthcare, its application in the context of LHSs has received limited attention. In this article, we discuss how simulation modelling can be leveraged to support better-informed, lower-risk decisions and innovation in LHSs.

加拿大医疗保健系统需要深刻的变革,以提高患者的经验,改善人口健康,降低成本,并改善医疗保健提供者的工作寿命。学习型卫生系统(lhs)是一种以有效、高效和可持续的方式进行这种转变的方法,数字技术是变革的关键推动因素。然而,LHS的成功实施给临床实践和操作带来了挑战和潜在风险的变化。仿真建模是一种先进的分析技术,特别适合于在复杂系统(如lhs)转换之前和期间为决策和规划提供信息。然而,尽管在包括医疗保健在内的许多不同行业中使用了仿真建模并展示了其优点,但其在lhs背景下的应用受到的关注有限。在本文中,我们将讨论如何利用仿真建模来支持lhs中更明智、更低风险的决策和创新。
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引用次数: 0
Incorporating digital health into organizational health literacy: An updated definition, tools, and recommendations. 将数字健康纳入组织健康素养:更新的定义、工具和建议。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-07-08 DOI: 10.1177/08404704251356518
Helen Monkman, Blake J Lesselroth

Health literacy is important from two perspectives: the individuals (personal health literacy) and the organizations providing information and services (organizational health literacy). While research has addressed digitalization in healthcare and associated barriers and enablers in personal health literacy (e.g., digital health literacy), these developments have not been paraleled in organizational health literacy. In this article, we proposed an augmented definition of organizational health literacy and conducted a gap analysis of the Health Literacy Universal Precautions Toolkit to expand it for digital health. Important advancements, specifically for virtual care, have been made, yet a broader approach must be adopted for all digital health technology. We proposed a series of modifications to emphasize the importance of digital health in organizational health literacy. Organizations must equitably enable individuals to understand and use digital information and services. In this monograph, we describe the current informatics gap and the required competencies, policies, and infrastructure to close the gap.

从两个角度来看,健康素养很重要:个人(个人健康素养)和提供信息和服务的组织(组织健康素养)。虽然已有研究解决了医疗保健领域的数字化问题以及个人健康素养方面的相关障碍和推动因素(例如,数字健康素养),但这些发展并未在组织健康素养方面得到平行发展。在本文中,我们提出了组织健康素养的扩展定义,并对健康素养普遍预防工具包进行了差距分析,以扩展其用于数字健康。已经取得了重要进展,特别是在虚拟医疗方面,但必须对所有数字卫生技术采取更广泛的方法。我们提出了一系列的修改,以强调数字健康在组织健康素养中的重要性。组织必须公平地使个人能够理解和使用数字信息和服务。在这本专著中,我们描述了当前的信息学差距以及缩小差距所需的能力、政策和基础设施。
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引用次数: 0
Cost-analysis and rationale for implementing semi-urgent laparoscopic cholecystectomy programs in a public healthcare system. 在公共医疗系统中实施半紧急腹腔镜胆囊切除术的成本分析和理由。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-05-21 DOI: 10.1177/08404704251338668
Matthew Cornacchia, Victoria Ivankovic, Dexter Choi, Shahad Abdulkhaleq Mamalchi, Peter Glen, Maher Matar, Fady Balaa

Wait times for elective surgical procedures in publicly funded healthcare systems impede patient well-being and resource efficiency. Patients with gallstone disease requiring semi-urgent intervention are often treated via inpatient emergency pathways due to limited elective surgery access. This study aimed to evaluate the rationale and cost-effectiveness of providing timely outpatient semi-urgent cholecystectomy. We retrospectively reviewed 512 patients with urgent biliary disease (excluding cholecystitis) who underwent surgery between July 2019 and December 2022. The primary outcome was time from booking to operating room; the secondary was the estimated cost of prolonged hospital stays. Patients waited an average of 26.45 hours; 19.1% waited 48 hours or longer, and 6.2% waited 72 hours or more. The associated cost was $405,785 over 40 months. Implementing semi-urgent surgical resources could reduce costs, improve efficiency, and enhance patient quality of life. Future work should involve stakeholders to address barriers and facilitators in Canada.

在公共资助的医疗保健系统中,选择性外科手术的等待时间阻碍了患者的福祉和资源效率。由于选择性手术途径有限,需要半紧急干预的胆结石患者通常通过住院急诊途径进行治疗。本研究旨在评估及时提供门诊半紧急胆囊切除术的基本原理和成本效益。我们回顾性分析了2019年7月至2022年12月期间接受手术的512例紧急胆道疾病(不包括胆囊炎)患者。主要观察指标为从预约到进入手术室的时间;其次是延长住院时间的估计费用。患者平均等待26.45小时;19.1%的人等待48小时或更长时间,6.2%的人等待72小时或更长时间。相关费用为40个月405,785美元。实施半紧急手术资源可以降低成本,提高效率,提高患者的生活质量。未来的工作应涉及利益相关者,以解决加拿大的障碍和促进因素。
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引用次数: 0
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Healthcare Management Forum
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