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The Use of interRAI Scales Across Healthcare Settings: Building a Bridge Between Evidence and Practice. 在医疗环境中使用interRAI量表:在证据和实践之间建立桥梁。
Q3 Medicine Pub Date : 2025-11-03 DOI: 10.1177/08404704251385067
Amanda Mofina, Brigette Meehan, Mary L James, Katherine Berg

Equitable and effective service and policy decisions require reliable evidence-based information; interRAI assessments offer objective data across broad health determinants for multiple purposes. This article aims to highlight selected embedded scales and algorithms and illustrate their prevalence across settings using Canadian data. Ten measures are described along with examples of subsequent use in predicting outcomes, adverse events, and resource utilization across diverse populations and jurisdictions. Prevalence rates for nine scales and algorithms were available across home and community care, Long Term Care (LTC), and inpatient settings. Higher rates of disability in function and cognition were seen in LTC and CCC, whereas palliative care has highest prevalence of health instability. Overlaps in key areas suggest the need to provide targeted services irrespective of setting. Overall, this article highlights the potential of scales and algorithms to capture key clinical information across the broader health determinants while minimizing assessment burden.

公平有效的服务和决策需要可靠的循证信息;rai间评估为多种目的提供关于广泛健康决定因素的客观数据。本文旨在强调选定的嵌入式尺度和算法,并使用加拿大数据说明它们在不同设置中的流行程度。描述了十项措施以及随后在预测不同人群和司法管辖区的结果、不良事件和资源利用方面的使用示例。9种量表和算法的患病率可在家庭和社区护理、长期护理(LTC)和住院环境中获得。LTC和CCC的功能和认知残疾率较高,而姑息治疗的健康不稳定患病率最高。关键领域的重叠表明,无论环境如何,都需要提供有针对性的服务。总体而言,本文强调了量表和算法的潜力,以在最大限度地减少评估负担的同时,捕获跨更广泛的健康决定因素的关键临床信息。
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引用次数: 0
Dynamics of public health federalism in Canada. 加拿大公共卫生联邦制的动态。
Q3 Medicine Pub Date : 2025-11-01 Epub Date: 2025-09-15 DOI: 10.1177/08404704251362066
Katherine Fierlbeck, Jasmine Pawa

Canada's federal structure is the institutional reality informing our system of public health. While there are advantages to this decentralization, it can also lead to fragmentation and inefficiencies. Calls for stronger federal leadership or better collaboration between jurisdictions are common, but they do not directly address the question of why there has been so little progress in moving in either of these directions. Through the lens of six key public health functions, this article describes contextual realities and disparate interests of the jurisdictions. These underpin a dynamic for public health decision-making in which rational decisions can lead to suboptimal outcomes collectively. Understanding the dynamics of federalism underlying public health in Canada can help us to identify and address barriers to a more effective public health system.

加拿大的联邦结构是我们公共卫生系统的制度现实。虽然这种去中心化有好处,但它也可能导致分散和效率低下。要求加强联邦领导或加强司法管辖区之间合作的呼声很普遍,但它们并没有直接解决为什么在这两个方向上进展如此之少的问题。通过六个关键公共卫生功能的镜头,本文描述了背景现实和司法管辖区的不同利益。这些因素支撑着公共卫生决策的动态,在这种动态中,理性决策可能集体导致次优结果。了解加拿大公共卫生基础的联邦制的动态可以帮助我们识别和解决更有效的公共卫生系统的障碍。
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引用次数: 0
Implementation of Multi-Professional, Needs-Based Health Workforce Planning in Nova Scotia: Progress and Challenges. 在新斯科舍省实施多专业、基于需求的卫生人力规划:进展和挑战。
Q3 Medicine Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1177/08404704251366152
Adrian MacKenzie

To support health system transformation, efforts are underway to implement multi-professional, population needs-based health workforce planning in the province of Nova Scotia. The purpose of this article is to report on these efforts as well as successes and challenges encountered to date. Implementation has progressed furthest in the COVID-19 response and continuing care sectors, with similar efforts underway in primary care and mental health and addictions. Key enablers of needs-based health workforce planning in Nova Scotia include the availability of robust data on workforce supply and collaborative relationships between health system partners. The main challenges with implementing needs-based health workforce planning in Nova Scotia are the absence of provincial-level clinical service planning or standardized levels of service provision, and a lack of systematic collection of data to measure provider workload or health service outcomes.

为支持卫生系统转型,正在新斯科舍省努力实施基于人口需求的多专业卫生人力规划。本文的目的是报告这些努力以及迄今为止遇到的成功和挑战。落实工作在COVID-19应对和持续护理部门取得了最大进展,在初级保健和精神卫生及成瘾方面也在进行类似努力。新斯科舍省以需求为基础的卫生人力规划的主要推动因素包括提供关于人力供应的可靠数据和卫生系统合作伙伴之间的协作关系。在新斯科舍省实施基于需求的卫生人力规划的主要挑战是缺乏省级临床服务规划或标准化的服务提供水平,以及缺乏系统的数据收集来衡量提供者工作量或卫生服务成果。
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引用次数: 0
From Data to Intelligence for Health Workforce Planning: Insights From Integrated Primary Care Workforce Planning in Toronto. 从数据到智能卫生人力资源规划:从综合初级保健人力资源规划在多伦多的见解。
Q3 Medicine Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1177/08404704251365552
Sarah Simkin, Cynthia Damba, Bahja Farah, Rachel Frohlich, Nathalie Sava, Ruth Trainor, Ivy Lynn Bourgeault

To make good decisions, health leaders need information about their communities and the health workforce available to meet their needs. Raw data and indicators of population needs and workforce capacity must be transformed into usable intelligence that can support decision-making. Using the case study of integrated primary care workforce planning in Toronto, we outline our workforce planning framework, and with a focus on workforce analysis, describe the inputs and outputs that are needed for planning, key steps in the conversion of data to intelligence, and the impact of the approach. Raw data flow from data partners through a planning model into a six-step workforce analysis that renders the results of data analysis, modelling, synthesis and visualization relevant, and accessible to planners and decision-makers. We highlight important challenges and considerations related to data standardization, comprehensiveness, granularity, accessibility, and timeliness, and envision a system that more effectively supports workforce planning and decision-making.

为了做出正确的决定,卫生领导人需要有关其社区和卫生人力资源的信息,以满足其需求。必须将人口需求和劳动力能力的原始数据和指标转化为能够支持决策的可用情报。通过对多伦多综合初级保健人力资源规划的案例研究,我们概述了我们的人力资源规划框架,并以人力资源分析为重点,描述了规划所需的输入和输出,将数据转换为智能的关键步骤,以及该方法的影响。原始数据从数据合作伙伴流向规划模型,进入六步劳动力分析,使数据分析、建模、综合和可视化的结果具有相关性,并可供规划人员和决策者使用。我们强调了与数据标准化、全面性、粒度、可访问性和及时性相关的重要挑战和考虑因素,并设想了一个更有效地支持劳动力规划和决策的系统。
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引用次数: 0
To the Census and Beyond: Using Data Sources Outside the Healthcare System to Inform Equity-Oriented Health Workforce Planning. 到人口普查和超越:使用数据来源以外的医疗保健系统告知公平导向的卫生人力资源规划。
Q3 Medicine Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1177/08404704251371624
Neeru Gupta, Pablo Miah, Samuel Nemeroff, Sameera Lavallée

The use of population-based data sources can offer healthcare planners and organizations insights on whether the health workforce reflects the sociodemographic diversity of the population it is meant to serve. However, sources outside the traditional boundaries of the healthcare system are typically underused in assessing health workforce imbalances to inform planning. This article offers a guide for health leaders on using national census data to monitor health workforce imbalances by geography, gender, and other equity-oriented characteristics. A case study illustrates how census data can provide standardized quantitative information on the oral health workforce, using various dissemination tools (online census tabulators and full census databanks) and methods (including linkages with other sources for enhanced cohort and ecological analyses). We also address practical issues such as the value of fostering academic partnerships to help navigate the analytics competencies and other requirements for using census products to support decisions.

使用基于人口的数据源可以为卫生保健规划人员和组织提供关于卫生人力是否反映其所服务的人口的社会人口多样性的见解。然而,在评估卫生人力不平衡以为规划提供信息方面,通常没有充分利用卫生保健系统传统边界以外的资源。本文为卫生领导人提供了使用国家人口普查数据监测按地理、性别和其他面向公平的特征划分的卫生人力不平衡的指南。一个案例研究说明了人口普查数据如何利用各种传播工具(在线人口普查制表器和完整的人口普查数据库)和方法(包括与其他来源的联系,以加强队列和生态分析),提供关于口腔卫生工作人员的标准化定量信息。我们还讨论了一些实际问题,例如促进学术伙伴关系的价值,以帮助导航分析能力和使用普查产品来支持决策的其他要求。
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引用次数: 0
Towards a well-being society: Public health's role in the healthcare system and in society in the 21st century. 迈向福祉社会:公共卫生在21世纪医疗保健系统和社会中的作用。
Q3 Medicine Pub Date : 2025-11-01 Epub Date: 2025-09-15 DOI: 10.1177/08404704251368002
T Hancock, C Neudorf, G Watson-Creed

Eight years ago, we were part of a team of authors who wrote about challenges facing public health at that time, indicating threats to public health that also threatened the health of the population and the sustainability of the healthcare system. Eight years later, the issues we discussed remain. In this article, we reflect on what "public health" is, its challenges, and its role both within and beyond the healthcare sector. In particular, we focus on the challenges of downgrading public health within governments and health authorities, of limiting the independence of public health officials, and of limiting public health's scope by combining it with primary and community care. We conclude with the role of public health in wider society and on what could be gained both within and beyond the health sector from a strong public health system that is oriented around a well-being society.

八年前,我们是撰写当时公共卫生面临的挑战的作者团队的一部分,指出对公共卫生的威胁也威胁到人口的健康和医疗保健系统的可持续性。八年后,我们讨论过的问题依然存在。在本文中,我们将反思什么是“公共卫生”,它的挑战,以及它在医疗保健部门内外的作用。我们特别关注政府和卫生当局降低公共卫生的地位、限制公共卫生官员的独立性以及通过将公共卫生与初级保健和社区保健相结合来限制公共卫生的范围等挑战。最后,我们讨论了公共卫生在更广泛的社会中的作用,以及卫生部门内外可以从以福祉社会为导向的强大公共卫生系统中获得什么。
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引用次数: 0
Workforce Truth and ReconciliACTIONs for non-Indigenous Settings in Canada. 加拿大非土著环境下的劳动力真相与和解。
Q3 Medicine Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1177/08404704251365816
Kienan Williams

Indigenous Peoples have unique legislative considerations as employees that may have implications for researchers and health workforce leaders. This article aims to contextualize workforce surveys from an Indigenous employee perspective (What), identify legislation and taxation considerations for health workforce leaders regarding Indigenous employees (So What), and share organizational measurement tools and promising practices (Now What).

土著人民作为雇员具有独特的立法考虑,这可能对研究人员和卫生工作人员的领导产生影响。本文旨在从土著员工的角度对劳动力调查进行背景分析(What),确定卫生人力领导者在土著员工方面的立法和税收考虑(So What),并分享组织测量工具和有前途的实践(Now What)。
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引用次数: 0
Two Gateways to Understanding the Health Workforce: Insights From Working With Organizational and Population-Level Data. 了解卫生人力的两个门户:来自组织和人口层面数据的见解。
Q3 Medicine Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1177/08404704251361919
Katherine A P Zagrodney, Emily C King, Sandra M McKay

Advancements in health workforce research depend on access to timely, detailed, and practically oriented data. Yet researchers in this field often encounter barriers to data access, which impacts the research that we are able to conduct. In this article, we share insights as researchers who have studied health workforces through a range of data sources accessed across traditional academic and embedded scientist roles. We concentrate on unique opportunities and limitations from two experiences: (1) use of Statistics Canada surveys as part of university-based studies and (2) health organization administrative data as embedded homecare scientists at VHA Home HealthCare. Collectively, these complementary data sources contribute to providing a more comprehensive advancement of our understanding of personal support workers in Canada. We hope that sharing insights from these experiences provides inspiration and guidance to others who want to pursue a similar path in health workforce research.

卫生人力研究的进展取决于能否获得及时、详细和面向实际的数据。然而,这一领域的研究人员经常遇到数据访问障碍,这影响了我们能够进行的研究。在本文中,我们作为研究人员,通过跨越传统学术和嵌入式科学家角色访问的一系列数据源,分享对卫生工作者的见解。我们从两个经验中关注独特的机会和限制:(1)使用加拿大统计局的调查作为大学研究的一部分,(2)卫生组织的行政数据作为VHA家庭保健的嵌入式家庭护理科学家。总的来说,这些互补的数据来源有助于我们更全面地了解加拿大的个人支持工作者。我们希望从这些经验中分享的见解能够为其他希望在卫生人力研究方面走类似道路的人提供启发和指导。
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引用次数: 0
Trust, technocracy, and the public servant's bargain: The evolving role of Canadian health leaders post-COVID. 信任、技术官僚和公务员的讨价还价:后covid加拿大卫生领导人的角色演变。
Q3 Medicine Pub Date : 2025-11-01 Epub Date: 2025-02-21 DOI: 10.1177/08404704251320301
Jared Wesley, Samuel Goertz

Public servants are central in helping Canadians navigate public health crises. Before, during, and after the COVID-19 pandemic, these professionals have been essential to implementing widespread government interventions, sometimes amid significant public scrutiny. These experiences highlight the delicate balance public health officials maintain in a democracy: providing expert advice to cabinet to define the public good and implementing decisions to help preserve public health. Notwithstanding varying scopes for autonomous decision-making, chief medical officers of health aid elected officials in weighing tradeoffs in the pursuit of communal objectives, not by dictating them but by enabling informed decision-making. In recent years, there have been calls for public health officials to substitute their judgement for that of elected officials in issuing directives. This article explores the role of public health officials as public servants and the perils of these officials misunderstanding their roles which may undermine the effectiveness and legitimacy of policy decisions.

公务员是帮助加拿大人应对公共卫生危机的核心力量。在 COVID-19 大流行之前、期间和之后,这些专业人员在实施广泛的政府干预措施方面发挥了至关重要的作用,有时还受到公众的高度关注。这些经历凸显了公共卫生官员在民主社会中保持的微妙平衡:既要向内阁提供专家建议以确定公共利益,又要执行决策以帮助维护公众健康。尽管自主决策的范围不尽相同,但卫生部门的首席医疗官帮助民选官员在追求公共目标的过程中权衡利弊,而不是对其发号施令,而是促成知情决策。近年来,有人呼吁公共卫生官员在发布指令时用自己的判断取代民选官员的判断。本文探讨了公共卫生官员作为公仆的角色,以及这些官员误解自己角色的危险性,这可能会损害政策决定的有效性和合法性。
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引用次数: 0
The roles of the federal government in public health and public health crises. 联邦政府在公共卫生和公共卫生危机中的作用。
Q3 Medicine Pub Date : 2025-11-01 Epub Date: 2025-06-09 DOI: 10.1177/08404704251345060
Sudit Ranade

This article outlines the key functions and practices of government in addressing a public health crisis. Governments are responsible for planning and coordinating, resourcing and responding, and revising and evaluating. These three core functions are supported by cross-cutting practices in governance, accountability, and communication. Health leaders are advised to ensure that their organizational emergency plans intersect with those of government, and that they have processes to work with public health, government, and other partners to support robust responses to health crises.

本文概述了政府在处理公共卫生危机方面的主要职能和做法。政府负责规划和协调、提供资源和应对、修订和评估。这三个核心功能由治理、问责制和沟通中的横切实践支持。建议卫生领导人确保其组织应急计划与政府应急计划相交叉,并确保他们具有与公共卫生、政府和其他伙伴合作的程序,以支持对卫生危机作出强有力的反应。
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引用次数: 0
期刊
Healthcare Management Forum
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