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"Patients Aren't Datasets": Generating Return on Investment via Automation, Responsibly. “病人不是数据集”:通过自动化负责任地产生投资回报。
Q4 Medicine Pub Date : 2025-12-01 Epub Date: 2025-11-24 DOI: 10.1097/HAP.0000000000000237
Aaron Miri, Michael A Mayo

Healthcare spending in the United States continues to rise as patient demand shows no signs of slowing. In response, health system executives have invested billions in technology modernization to boost efficiency and reduce costs through automation, such as machine learning models, generative AI models, deep learning models, and others. These efforts have improved access, enhanced outcomes, and standardized patient data collection, fueling advances in research and the development of future treatments. Now, the industry stands at a pivotal moment: how to responsibly leverage years of patient and outcomes data to train artificial intelligence (AI) to generate return on investment (ROI) through data monetization, accelerate care delivery, and lower costs while managing the risks and unintended consequences of IT adoption. This article explores how AI and other emerging technologies in healthcare demand critical evaluation of responsible data use, careful consideration of data privacy and compliance, and clear strategies for measuring the positive or negative unforeseen consequences of AI across different stakeholders.

美国的医疗保健支出继续上升,因为患者的需求没有显示出放缓的迹象。作为回应,卫生系统高管已投资数十亿美元用于技术现代化,以通过自动化提高效率并降低成本,例如机器学习模型、生成式人工智能模型、深度学习模型等。这些努力改善了获取途径,增强了结果,并使患者数据收集标准化,推动了研究和未来治疗方法开发的进步。现在,该行业正处于一个关键时刻:如何负责任地利用多年的患者和结果数据来训练人工智能(AI),通过数据货币化产生投资回报(ROI),加速护理交付,降低成本,同时管理IT采用的风险和意外后果。本文探讨了医疗保健中的人工智能和其他新兴技术如何要求对负责任的数据使用进行关键评估,仔细考虑数据隐私和合规性,以及明确的策略来衡量人工智能在不同利益相关者之间的积极或消极不可预见的后果。
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引用次数: 0
How Healthcare Systems Can Evolve and Thrive Through Value-Based Care. 医疗保健系统如何通过基于价值的护理发展和繁荣。
Q4 Medicine Pub Date : 2025-12-01 Epub Date: 2025-11-24 DOI: 10.1097/HAP.0000000000000236
Robert Millette

The urgent need for healthcare transformation in the United States has long been evident. The traditional system of healthcare in a community has typically revolved around the acute care center, whether these communities are in large city neighborhoods or in remote rural areas, hundreds of miles from tertiary or quaternary services. One way in which healthcare leaders can transform systems of care is by considering local acute care centers as one aspect of a larger care ecosystem. Healthcare's most expensive work is in the acute care center. By most estimations, 25 percent of that work is waste (Bauchner and Fontanarosa 2019). According to the most recent data by the Centers for Medicare & Medicaid Services (CMS), national health expenses grew 7.5 percent in the year ending 2023, with hospital expenses experiencing double-digit increases (Centers for Medicare & Medicaid Services 2025). Building systems of care with the highest quality of service in the most coordinated and cost-efficient manner is needed more than ever. Despite limited resources, we must begin to invest capital dollars in value-based care and promote it in capital investment conversations as the leading strategy for healthcare systems.

美国医疗改革的迫切需要早已显而易见。一个社区的传统医疗保健系统通常以急症护理中心为中心,无论这些社区是在大城市社区还是在偏远的农村地区,距离三级或四级服务有数百英里。医疗保健领导者可以改变护理系统的一种方法是将当地急性护理中心视为更大护理生态系统的一个方面。医疗保健最昂贵的工作是在急症护理中心。据大多数估计,其中25%的工作是浪费(Bauchner and Fontanarosa 2019)。根据医疗保险和医疗补助服务中心(CMS)的最新数据,截至2023年,全国医疗费用增长了7.5%,医院费用经历了两位数的增长(2025年医疗保险和医疗补助服务中心)。现在比以往任何时候都更需要以最协调和最具成本效益的方式建立具有最高服务质量的保健系统。尽管资源有限,但我们必须开始在基于价值的护理上投入资金,并在资本投资对话中促进它作为医疗保健系统的主要战略。
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引用次数: 0
Aligning Capital with Care: Delivering Health Value Alongside Financial Returns. 将资本与护理结合起来:在提供财务回报的同时提供健康价值。
Q4 Medicine Pub Date : 2025-12-01 Epub Date: 2025-11-24 DOI: 10.1097/HAP.0000000000000234
Mark McClellan, Cheryl Pegus

Private capital has been a powerful force in driving healthcare innovation, fueling digital tools, team-based care models, and many other modernizations of care. Yet skepticism remains about whether financial investment can align with improved outcomes, improved access, and lowering of costs based on negative examples. In a healthcare system that spent $4.9 trillion in 2023, with most of the supporting investment funded by nongovernmental sources, the role of private capital is not just influential but essential. Consequently, working to reduce negative implementations and increase transparency is worthwhile based on the needs for innovation in healthcare-digital and physical. This article provides approaches for private investment to analyze not only financial return on investment but also health value return on investment (HV-ROI). That means measuring how well capital deployment improves care outcomes, expands access, targets community needs, and supports providers while impacting healthcare costs. Investors should be true health partners. Adopting HV-ROI practices can help them and partnering healthcare executives align financial goals with value-driving both financial viability and improved outcomes for patients and communities. Key insights include: Blended funding is essential. Public programs, philanthropy, and private investment each play a role. Only together can they support the cost of care, scale proven solutions, and sustain innovation across all communities.Private investment must evolve. While it has enabled telehealth, diagnostics, and behavioral health platforms, instances of private for-profit investment with poorly aligned incentives have also led to staffing cuts, reduced services, and worse outcomes in areas like emergency medicine and nursing homes.HV-ROI offers a solution. This framework proposes embedding health value throughout the investment lifecycle:Evaluating clinical outcomes, access, affordability, and local needsAligning investment key performance indicators with patient, provider, and payer prioritiesBuilding governance structures that reward long-term health impactTransparency and accountability matter. Publishing impact analyses, engaging third-party evaluators, and sharing lessons learned will build trust and legitimacy.

私人资本一直是推动医疗保健创新、推动数字工具、基于团队的医疗模式和许多其他医疗现代化的强大力量。然而,基于负面例子,人们仍然怀疑金融投资能否与改善成果、改善获取和降低成本相一致。在2023年花费4.9万亿美元的医疗保健系统中,大部分支持性投资由非政府来源提供,私人资本的作用不仅有影响力,而且至关重要。因此,根据医疗保健(数字和物理)创新的需求,努力减少负面实施并提高透明度是值得的。本文为私人投资提供了分析财务投资回报率和健康价值投资回报率(HV-ROI)的方法。这意味着衡量资本部署在改善护理结果、扩大可及性、满足社区需求和支持提供者的同时影响医疗成本的情况。投资者应该是真正的健康伙伴。采用HV-ROI实践可以帮助他们和合作的医疗保健管理人员将财务目标与价值驱动的财务可行性和改善患者和社区的结果保持一致。关键的见解包括:混合资助是必不可少的。公共项目、慈善事业和私人投资都发挥了作用。只有共同努力,它们才能支持医疗成本,推广经过验证的解决方案,并在所有社区维持创新。私人投资必须发展。虽然它使远程医疗、诊断和行为健康平台成为可能,但私人营利性投资与不一致的激励措施的例子也导致了人员裁减、服务减少,以及急诊医学和养老院等领域的结果更差。HV-ROI提供了一个解决方案。该框架建议在整个投资生命周期中嵌入健康价值:评估临床结果、可及性、可负担性和当地需求;与患者、提供者和付款人优先考虑的投资关键绩效指标;建立奖励长期健康影响的治理结构;透明度和问责制至关重要。发布影响分析,聘请第三方评估人员,分享经验教训将建立信任和合法性。
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引用次数: 0
How the Healthcare Industry Can Effectively Respond to the One Big Beautiful Bill Act. 医疗保健行业如何有效应对“一个大而美丽的法案”。
Q4 Medicine Pub Date : 2025-12-01 Epub Date: 2025-11-24 DOI: 10.1097/HAP.0000000000000235
Jon Burroughs

The One Big Beautiful Bill Act (OBBBA) contains $1.3 trillion cuts in funding to federal healthcare programs-including $1 trillion cuts to Medicaid and $300 billion cuts to the Supplemental Nutrition Assistance Program (SNAP)-mandating a significant response from the US healthcare system. Important responses to this sweeping legislation include an update of strategic and capital planning, optimization of revenue cycle management, labor and the supply chain, and development of new sources of nonoperating revenue to support the organization's mission. The OBBBA represents a movement toward a market-based healthcare system in which healthcare organizations must become less dependent on third-party reimbursement and more reliant on disposable spending, nonoperating revenue, and market-based demand.

《一个大美丽法案》(OBBBA)包括削减1.3万亿美元的联邦医疗保健计划资金,其中包括削减1万亿美元的医疗补助计划和削减3000亿美元的补充营养援助计划(SNAP),这要求美国医疗保健系统做出重大回应。对这项全面立法的重要回应包括更新战略和资本规划,优化收入周期管理,劳动力和供应链,开发新的非营业收入来源,以支持组织的使命。OBBBA代表了一种以市场为基础的医疗保健系统的运动,在这种系统中,医疗保健组织必须减少对第三方报销的依赖,更多地依赖于可支配支出、非营业收入和基于市场的需求。
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引用次数: 0
Health System Venture Groups: Engines for Innovation and Transformation. 卫生系统风险投资集团:创新和转型的引擎。
Q4 Medicine Pub Date : 2025-12-01 Epub Date: 2025-11-24 DOI: 10.1097/HAP.0000000000000232
Robert W Allen, Dustin Cook

Health system venture groups are far more than finance vehicles on the periphery of care delivery. They serve as high-impact engines for clinical and operational innovation, empowering frontline clinicians, administrators, and care teams to reimagine and improve how care is delivered and experienced. By providing dedicated funding, strategic focus, and governance, these groups accelerate the adoption of breakthrough technologies, expand access to specialized services, and optimize clinical workflows. Their unique access to healthcare environments allows them to validate, implement, and spread impactful innovations faster than traditional investors. The result is better outcomes for patients, reduced burnout for providers, and sustainable growth for the health system. This article explores why ad hoc innovation stalls without governance, how venture capital functions as a capability enabler, and the purposeful design of Intermountain Ventures as a model for other health systems. We also examine concrete examples of successful investments-in areas such as care delivery, access to care, and next-generation technology-and offer a practical playbook for executives looking to launch or refine their own venture programs. Finally, we reflect on the strategic imperative of putting mission-based capital to work, today and in the future, enabling responsible innovation with long-term impact.

卫生系统风险投资集团远不只是医疗服务外围的融资工具。它们是临床和业务创新的高影响力引擎,使一线临床医生、管理人员和护理团队能够重新构想和改进提供和体验护理的方式。通过提供专门的资金、战略重点和管理,这些团体加速了突破性技术的采用,扩大了获得专业服务的机会,并优化了临床工作流程。他们对医疗保健环境的独特访问使他们能够比传统投资者更快地验证、实施和传播有影响力的创新。其结果是为患者提供更好的治疗结果,减少提供者的倦怠,以及卫生系统的可持续增长。本文探讨了为什么在没有治理的情况下临时创新会停滞不前,风险资本如何作为能力推动者发挥作用,以及Intermountain Ventures作为其他卫生系统模型的有目的设计。我们还研究了成功投资的具体例子——在医疗服务、获得医疗服务和下一代技术等领域,并为希望启动或完善自己的风险投资项目的高管提供了实用的剧本。最后,我们思考了让基于使命的资本在今天和未来发挥作用的战略必要性,从而实现具有长期影响的负责任创新。
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引用次数: 0
Funding the Future of Care: Reconciling Capital's Motives with Healthcare's Mission. 资助未来的医疗保健:调和资本的动机与医疗保健的使命。
Q4 Medicine Pub Date : 2025-12-01 Epub Date: 2025-11-24 DOI: 10.1097/HAP.0000000000000238
Carla Jackie Sampson
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引用次数: 0
Erratum: International Healthcare Leadership: The Global Pursuit of a Healthier Future. 勘误:国际医疗保健领导:全球追求更健康的未来。
Q4 Medicine Pub Date : 2025-09-01 Epub Date: 2025-08-21 DOI: 10.1097/HAP.0000000000000228
Ronald Lavater, Sylvia Basterrechea, Andrew N Garman
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引用次数: 0
Erratum: Essential Innovation: Thriving amid Significant Change. 勘误:必要的创新:在重大变化中蓬勃发展。
Q4 Medicine Pub Date : 2025-09-01 Epub Date: 2025-08-21 DOI: 10.1097/HAP.0000000000000229
David E Entwistle
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引用次数: 0
UCI Health Acquisition: The Lasting Benefits of Transformative Integration. UCI健康收购:转型整合的持久利益。
Q4 Medicine Pub Date : 2025-09-01 Epub Date: 2025-08-21 DOI: 10.1097/HAP.0000000000000225
Doug Niedzwiecki, Nate Shinagawa, Sherwin Rosario, Chad T Lefteris

University of California (UCI) Health acquired an integrated healthcare delivery system from Tenet Healthcare in March 2024. The acquisition, which included four hospitals and added 858 beds to the system, was a pivotal move toward pursuing the organization's commitment to the long-term health needs of the region and progressing UCI Health's strategic priorities to improve health, increase sustainability, and transform healthcare. Following the acquisition, UCI Health embarked on a journey to integrate the system. This process strengthened the system's ability to deliver high-quality, patient-centered care across the region. From the beginning, UCI Health established three guiding principles to support a successful integration and inform the path toward systemness: 1. Quality and access 2. People and culture 3. Financial performance The integration of the acquired hospital facilities, referred to as the UCI Health Community Network, has been a dynamic process. UCI Health began by addressing challenges related to the format of a divestiture, identifying opportunities for synergies within this new structure, and then advancing transformative initiatives that can bring lasting benefits. UCI Health has also established an integrated mission and vision, as well as coworker values, ensuring that all these statements are representative of the broader system. The integration efforts demonstrate UCI Health's commitment to systemness and the positive impact it has had across the organization.

加州大学(UCI)健康于2024年3月从特尼特医疗保健公司收购了一个综合医疗服务系统。此次收购包括四家医院,并为该系统增加了858张床位,是实现该组织对该地区长期健康需求的承诺和推进UCI health改善健康、增加可持续性和改变医疗保健的战略重点的关键举措。收购之后,UCI Health开始了整合系统的旅程。这一过程加强了该系统在整个地区提供高质量、以患者为中心的护理的能力。从一开始,UCI Health就确立了三项指导原则,以支持成功的整合,并为走向系统化的道路提供信息:质量和准入人和文化。合并收购的医院设施,称为UCI保健社区网络,是一个动态的过程。UCI Health首先解决了与剥离形式有关的挑战,确定了在这一新结构内发挥协同作用的机会,然后推进了能够带来持久利益的变革举措。UCI Health还建立了一个综合的使命和愿景,以及同事的价值观,确保所有这些声明都代表了更广泛的系统。整合工作表明UCI Health对系统性的承诺及其对整个组织的积极影响。
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引用次数: 0
Methodist Le Bonheur Healthcare: One Health System's Journey to Systemness. 卫理公会Le Bonheur医疗保健:一个健康系统的系统化之旅。
Q4 Medicine Pub Date : 2025-09-01 Epub Date: 2025-08-21 DOI: 10.1097/HAP.0000000000000223
Michael Ugwueke, Paula Jacobs

In response to growing challenges in health care, such as regulatory changes, financial pressure, and physician and workforce shortages, Methodist Le Bonheur Healthcare (MLH) has embraced "systemness," a concept emphasizing coordinated, unified operations with a shared focus on high quality and efficiency, to ensure sustainability. Drawing from foundational theories in systems thinking, MLH applies a systemness mindset to improve care quality, operational efficiency, and patient experience across its six hospitals and dozens of physician practices and outpatient services. MLH's strategic initiatives have included chartering a Systems Operational Improvement Team (SOIT) to achieve $73 million in savings in its first year, and the Methodist Associate Advancement Program (MAAP) to support workforce development. To actualize a branded commitment to enterprise-wide excellence, MLH implemented a transformational change in its accountability framework to boost Leapfrog Hospital Safety Grades and Centers for Medicare and Medicaid (CMS) star ratings with the Organizational Performance Tracker (OPT), an innovative dashboard aligning more than 90 performance goals to national benchmarks. Technology integration has been central to MLH's systemness journey with a transition to unified Epic electronic health record (EHR) and Workday platforms to streamline operations and enhance care coordination. The interprofessional care model supports important collaboration across disciplines and facilities to ensure consistent patient-centered care. Key to the systemness strategy is a balance between standardization with local innovation, recognizing unique needs of diverse patient populations. Programs like the Power of One Idea and Performance Excellence Award have encouraged staff-driven improvements to realize measurable gains. For MLH, systemness is an ongoing journey to deliver the exceptional care each patient deserves.

为了应对医疗保健领域日益增长的挑战,如监管变化、财务压力、医生和劳动力短缺,Methodist Le Bonheur Healthcare (MLH)采用了“系统性”,这是一个强调协调、统一运营、共同关注高质量和效率的概念,以确保可持续性。从系统思维的基本理论出发,MLH运用系统思维来提高其六家医院和数十家医生实践和门诊服务的护理质量、运营效率和患者体验。MLH的战略举措包括组建一个系统运营改进团队(SOIT),在第一年节省7300万美元,以及卫理公会协会发展计划(MAAP),以支持劳动力发展。为了实现在企业范围内实现卓越的品牌承诺,MLH在其问责制框架中实施了转型变革,以提高Leapfrog医院安全等级和医疗保险和医疗补助中心(CMS)的星级评级,并采用组织绩效跟踪器(OPT),这是一个将90多个绩效目标与国家基准相结合的创新仪表板。通过过渡到统一的Epic电子健康记录(EHR)和Workday平台,技术集成一直是MLH系统化之旅的核心,以简化操作并加强护理协调。跨专业护理模式支持跨学科和设施的重要合作,以确保始终以患者为中心的护理。系统性策略的关键是在标准化与本地创新之间取得平衡,认识到不同患者群体的独特需求。“一个想法的力量”和“卓越绩效奖”等项目鼓励员工推动改进,以实现可衡量的收益。对于MLH来说,系统化是一个持续的旅程,为每位患者提供卓越的护理。
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引用次数: 0
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Frontiers of Health Services Management
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