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Achieving success through ethical introduction of artificial intelligence in the healthcare ecosystem. 通过在医疗生态系统中道德地引入人工智能来取得成功。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-06-17 DOI: 10.1177/08404704251350766
Carolyn Petersen

Just as healthcare organizations must carefully consider how to incorporate Artificial Intelligence (AI) into patient-facing apps and messaging, so must they also think about how to ethically introduce AI into the workplace. Unreasonable expectations, lack of training, insufficient AI tool maintenance, and other barriers to effective use of AI create significant challenges for leaders that can lead to lower productivity, less effectiveness at work, reduced satisfaction, and burnout. A thoughtful, measured approach to AI design and implementation that incorporates practices supporting user comfort and satisfaction is key to achieving success with AI in the workplace.

正如医疗机构必须仔细考虑如何将人工智能(AI)整合到面向患者的应用程序和消息传递中一样,他们也必须考虑如何以道德的方式将人工智能引入工作场所。不合理的期望、缺乏培训、人工智能工具维护不足,以及其他阻碍有效使用人工智能的障碍,给管理者和领导者带来了重大挑战,可能导致生产率降低、工作效率降低、满意度降低和倦怠。在人工智能的设计和实施中,一个深思熟虑的、慎重的方法,结合支持用户舒适和满意度的实践,是人工智能在工作场所取得成功的关键。
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引用次数: 0
Adapt to evaluate: Lessons from a multi-site trial of a digitally enabled care transition intervention. 适应评估:来自数字化护理过渡干预的多站点试验的经验教训。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-06-23 DOI: 10.1177/08404704251351459
Terence Tang, Michelle Nelson, Carolyn Steele Gray

Digital health interventions are complex, involving the interactions of organizations, people, workflows, and technology. Adaptability is needed in both implementation and evaluation strategies to meet the needs of organizations, clinicians, patients, and researchers. The Digital Bridge project aims to co-design, implement, and evaluate a digitally enabled care transition intervention for older adults with complex needs. We encountered varying ability of partners to engage at different times, alongside changes in technology infrastructure, vendor, and healthcare services offered including unanticipated emergence of other care transition interventions. Through collaboration with health system partners, implementation and evaluation strategies were adapted. In evaluating digital health interventions, adaptability and flexibility in implementation strategies and evaluation methods are needed to meet the real-world need of delivering digital health interventions at scale. The Learning Health System Action Framework may offer insights as to how to address these tensions.

数字卫生干预措施很复杂,涉及组织、人员、工作流程和技术之间的相互作用。为了满足组织、临床医生、患者和研究人员的需求,在实施和评估策略中都需要适应性。数字桥梁项目旨在为有复杂需求的老年人共同设计、实施和评估数字化护理过渡干预措施。我们遇到了合作伙伴在不同时间参与的不同能力,以及技术基础设施、供应商和提供的医疗保健服务的变化,包括意外出现的其他护理过渡干预措施。通过与卫生系统伙伴合作,调整了实施和评价战略。在评估数字卫生干预措施时,需要在实施战略和评估方法方面具有适应性和灵活性,以满足大规模提供数字卫生干预措施的现实需求。《学习型卫生系统行动框架》可能为如何解决这些紧张关系提供见解。
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引用次数: 0
Physicians' experiences delivering provincial real-time virtual support services: A qualitative interview study. 医生提供省级实时虚拟支持服务的经验:一项定性访谈研究。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-07-09 DOI: 10.1177/08404704251351258
Michelle Yang, Kurtis Stewart, Amrit Bhullar, Joanne Chi, Elsie Jiaxi Wang, Ivjot Samra, Kendall Ho, Joan Assali, Mina Han, Helen Novak Lauscher

Rural, remote, and Indigenous communities in British Columbia (BC) tend to have lower access to healthcare providers and poorer health outcomes-an inequality that the COVID-19 pandemic has exacerbated. In response, Real-Time Virtual Support (RTVS) pathways were developed to advance equitable access to care for patients and provide peer support to physicians working in underserved communities. This study aimed to describe the perspectives of Virtual Physicians (VPs) who delivered the RTVS services. Forty-five RTVS VPs engaged in 30-minute semi-structured interviews about their experiences and perspectives delivering RTVS. Three themes emerged: (1) RTVS's contributions to VPs' personal and professional development; (2) impacts on communities; and (3) considerations for the availability and expansion. VPs identified incremental expansion and attaining funding stability as critical next steps for virtual healthcare in BC. This evidence informed RTVS program evaluation and may provide learnings relevant to other jurisdictions.

不列颠哥伦比亚省的农村、偏远和土著社区获得医疗服务的机会往往更少,健康结果也更差——COVID-19大流行加剧了这种不平等。为此,开发了实时虚拟支持(RTVS)途径,以促进患者公平获得护理,并为在服务不足社区工作的医生提供同伴支持。本研究旨在描述提供RTVS服务的虚拟医生(VPs)的观点。45位RTVS副总裁参与了30分钟的半结构化访谈,内容涉及他们提供RTVS的经验和观点。主要有三个主题:(1)RTVS对副总裁个人和职业发展的贡献;(2)对社区的影响;(3)对可用性和可扩展性的考虑。副总裁们认为,增量扩张和实现资金稳定是不列颠哥伦比亚省虚拟医疗保健的关键下一步。这些证据为RTVS节目评估提供了依据,并可能为其他司法管辖区提供相关的学习。
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引用次数: 0
Health data access, quality, and use: Factors impacting physician performance. 健康数据访问、质量和使用——影响医生表现的因素。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-07-05 DOI: 10.1177/08404704251355187
Ewan Affleck, Nicole Kain, Cliff Lindeman, Iryna Hurava, Yeong-Bae Kim, Katie Kjelland, Kushagr Kumar

High-performing physicians are an essential attribute of quality health services and public safety. Inaccessibility to quality health data by health providers can lead to individual, population, or health system harm suggesting a relationship between health data and the delivery of high-performing health programs and services. Yet the characteristics of health data have not been considered as a factor that may impact physician performance. There is evidence that limitations in health data access, quality, and effective and appropriate use can impair the capacity of physicians to provide high-quality clinical health services and use secondary health data to generate beneficial insights. Failure to acknowledge and mitigate health data factors can potentially hinder efforts to promote patient safety, reduce physician burnout, and address broader healthcare inefficiencies including a lack of interoperability. Efforts to enhance physician performance and safeguard public well-being must include a proactive approach to improving health data access, quality, and user literacy.

高水平的医生是优质卫生服务和公共安全的重要组成部分。卫生服务提供者无法获得高质量的卫生数据可能会对个人、人群或卫生系统造成伤害,这表明卫生数据与提供高绩效卫生规划和服务之间存在关系。然而,健康数据的特征并没有被认为是一个可能影响医生表现的因素。有证据表明,卫生数据获取、质量以及有效和适当使用方面的限制会损害医生提供高质量临床卫生服务和利用二级卫生数据产生有益见解的能力。未能认识到并减轻健康数据因素可能会阻碍促进患者安全、减少医生职业倦怠和解决更广泛的医疗效率低下问题(包括缺乏互操作性)的努力。提高医生绩效和保障公众福祉的努力必须包括一种积极主动的方法,以改善卫生数据的获取、质量和用户素养。
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引用次数: 0
A Message from the Guest Editor. 客座编辑的留言。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-08-25 DOI: 10.1177/08404704251363030
Craig Kuziemsky
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引用次数: 0
Preparing the workforce for the non-linear implementation of health information technology. 使工作人员为卫生信息技术的非线性实施做好准备。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-07-02 DOI: 10.1177/08404704251345739
Rebecca Meehan, Julaine Clunis, Grazia Serratore, John Sharp

This article addresses how the dynamic, interdisciplinary, and non-linear nature of health information technology implementations require a workforce equipped with both technical competencies and an understanding of the relationships between healthcare system components. The article identifies key workforce preparation strategies including ongoing education and training for certificates or degrees through universities, professional associations, or health information technology vendors, tuition reimbursement, title changes, paid time off, and increased pay or bonuses. Helping employees to understand how their work is integrated into the overall healthcare data ecosystem creates a more efficient and effective health information technology implementation. As an example, we highlight how to prepare employees to consider clinical knowledge organization systems and standards, and how they ensure data accuracy and interoperability for data exchange of newly implemented health information systems and related artificial intelligence tools.

本文阐述了卫生信息技术实现的动态、跨学科和非线性特性如何需要具备技术能力和对卫生保健系统组件之间关系的理解的工作人员。本文确定了关键的劳动力准备策略,包括通过大学、专业协会或健康信息技术供应商获得证书或学位的持续教育和培训、学费报销、职称变更、带薪休假以及增加工资或奖金。帮助员工了解如何将他们的工作集成到整个医疗保健数据生态系统中,可以创建更高效和有效的医疗信息技术实施。作为一个例子,我们强调了如何让员工准备好考虑临床知识组织系统和标准,以及他们如何确保新实施的卫生信息系统和相关人工智能工具的数据交换的数据准确性和互操作性。
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引用次数: 0
Virtual care delivery in Saskatchewan: Multi-stakeholder perspectives on implementation, appropriateness, and evaluation. 萨斯喀彻温省的虚拟医疗服务:多方利益相关者对实施、适当性和评估的看法。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-06-18 DOI: 10.1177/08404704251348858
Sarah-Marie Durr, Abd Alras, Stacey Lovo, Hamza Dani, Laureen McIntyre, Amy Zarzeczny, Paul Babyn, Scott J Adams, Ivar Mendez

The purpose of this study was to provide an update on patients', clinicians', and health administrators' experiences and perspectives on opportunities, barriers, and priorities for virtual care to inform health policy and planning as virtual care programs continue to mature and develop. Three surveys were developed and distributed in Saskatchewan, Canada. Quantitative data were analyzed using descriptive statistics and chi-squared tests, and free-text responses were analyzed using thematic analysis. Chronic disease management and mental health disorders were identified as highly suitable for virtual care. Health administrators underscored cost savings and improved patient access as key advantages, though they lacked consistent frameworks to assess virtual care effectiveness. Key barriers included digital literacy, technology constraints, and compensation models not aligned with virtual service provision. Participants called for greater infrastructure investment, technical support, and integrated electronic platforms. These insights may inform policy and practice to strengthen virtual health delivery and support health equity.

本研究的目的是提供患者、临床医生和卫生管理人员对虚拟医疗的机会、障碍和优先事项的最新经验和观点,以便在虚拟医疗项目不断成熟和发展的同时,为卫生政策和规划提供信息。在加拿大萨斯喀彻温省编制和分发了三份调查报告。定量数据采用描述性统计和卡方检验进行分析,自由文本回复采用专题分析进行分析。慢性病管理和精神健康障碍被确定为非常适合虚拟护理。卫生管理人员强调,节约成本和改善患者可及性是主要优势,尽管他们缺乏一致的框架来评估虚拟护理的有效性。主要障碍包括数字素养、技术限制和与虚拟服务提供不一致的补偿模式。与会者呼吁加大基础设施投资、技术支持和综合电子平台建设。这些见解可为加强虚拟卫生服务和支持卫生公平的政策和实践提供信息。
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引用次数: 0
Characterizing the impact of a novel electronic consultation platform on access to Hepatitis C treatment in Manitoba. 表征一种新型电子咨询平台对马尼托巴省丙型肝炎治疗的影响。
Q3 Medicine Pub Date : 2025-09-01 Epub Date: 2025-06-23 DOI: 10.1177/08404704251350064
Lauren J MacKenzie, Laurie Ireland, Javier Mignone, Luis Oppenheimer, Marissa Becker

Access to Hepatitis C (HCV) treatment requires a specialist referral in Manitoba, Canada, with specialist availability posing barriers to HCV care. This work assessed the impact of eConsult, an electronic platform that enables Primary Care Providers (PCPs) to access specialist advice, potentially reducing face-to-face patient visits. This single case study was conducted at Nine Circles Community Health Centre in Winnipeg. Charts of individuals referred via traditional pathways (Dec. 2016-Dec. 2017) and eConsult (Dec. 2017 - Dec. 2019) were reviewed, and stakeholder interviews were conducted with PCPs and an HCV specialist. Compared to traditional referrals, eConsult patients were more likely to link to specialist care (100% vs. 69%, P = 0.026) and complete HCV treatment (79% vs. 36%, P = 0.049). The use of eConsult may improve access to HCV care in Manitoba, with outcomes shaped by system agility, adaptability across contexts, and the altruism of healthcare providers who support its use.

在加拿大马尼托巴省,获得丙型肝炎(HCV)治疗需要专科转诊,专科转诊对HCV治疗构成障碍。这项工作评估了eConsult的影响,eConsult是一个电子平台,使初级保健提供者(pcp)能够获得专家建议,可能减少面对面的患者就诊。这一单一案例研究是在温尼伯九圈社区保健中心进行的。回顾了通过传统途径转诊的个人图表(2016年12月- 2017年12月)和eConsult(2017年12月- 2019年12月),并与pcp和HCV专家进行了利益相关者访谈。与传统转诊相比,eConsult患者更有可能获得专科护理(100% vs. 69%, P = 0.026)和完成HCV治疗(79% vs. 36%, P = 0.049)。使用eConsult可以改善马尼托巴省HCV治疗的可及性,其结果取决于系统的灵活性、跨环境的适应性以及支持使用eConsult的医疗保健提供者的利他主义。
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引用次数: 0
The low-carbon fruit tree for primary care. 初级保健的低碳果树。
Q3 Medicine Pub Date : 2025-07-01 Epub Date: 2025-05-14 DOI: 10.1177/08404704251333639
Myles Sergeant, Danish Zahid, Elizaveta Zvereva, Rebecca Douglass, Laura Kroeker, Martin Tieu, Brian Mckenna, W Scott Nash

Primary care practitioners are optimally positioned to reduce the Greenhouse Gas (GHG) emissions produced by the healthcare system, which pose great risk to the health of people and the environment. This narrative review discusses 19 initiatives that can be implemented into primary care practices to reduce GHG emissions and financial costs through decreasing highly intensive emergency room visits and hospitalizations. This article also summarizes the time it may take for primary care practitioners to embed each of these initiatives into their care delivery. Lastly, this article demonstrates how best practice initiatives in primary care may show a higher GHG reduction than commonly conducted initiatives aimed at reducing GHGs.

初级保健从业人员的最佳定位是减少由医疗保健系统产生的温室气体(GHG)排放,这对人们的健康和环境构成了巨大的风险。本叙述性综述讨论了可在初级保健实践中实施的19项举措,通过减少高度密集的急诊室就诊和住院来减少温室气体排放和财务成本。本文还总结了初级保健从业人员将这些举措嵌入到他们的护理服务中可能需要的时间。最后,本文展示了初级保健的最佳实践倡议如何比旨在减少温室气体的一般实施的倡议显示更高的温室气体减排。
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引用次数: 0
Producing more effective physician leaders through medical training: Expanding the focus beyond the doctor-patient relationship. 通过医疗培训培养更有效的医生领导者:将重点扩展到医患关系之外。
Q3 Medicine Pub Date : 2025-07-01 Epub Date: 2025-03-19 DOI: 10.1177/08404704251327091
Mark Downing

Most of what physicians learn in their training when it comes to ethics focuses on the principles related to the doctor-patient relationship: beneficence, non-maleficence, and autonomy. At a system level, this translates into an obligation for physicians to advocate for their patients based on these principles. Advocacy does not necessarily have answers when resources are scarce, and as a result, physicians often find that they are not "at the table" when important decisions are made at the organizational level. I will argue that for physicians to be more effective leaders within their organizations, there needs to be more of a focus on principle of justice within medical training, specifically when it comes to theories around resource allocation and social justice. This will help physicians to more effectively advocate for their patients, have conversations with health leaders who have different points of view, and participate in organizational decision-making.

医生在培训中学到的大部分伦理知识都集中在与医患关系有关的原则上:仁慈、无害和自主。在系统层面上,这意味着医生有义务根据这些原则为患者辩护。当资源稀缺时,倡导不一定有答案,因此,医生经常发现,当在组织层面做出重要决定时,他们没有“在桌子上”。我认为,医生要想在组织中成为更有效的领导者,就需要在医疗培训中更多地关注公正原则,特别是在涉及到资源分配和社会公正的理论时。这将有助于医生更有效地为患者发声,与持不同观点的医疗保健领导者进行对话,并参与组织决策。
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引用次数: 0
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Healthcare Management Forum
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