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Use of artificial intelligence and the future of peer review. 人工智能的使用与同行评审的未来。
Pub Date : 2024-05-03 eCollection Date: 2024-05-01 DOI: 10.1093/haschl/qxae058
Howard Bauchner, Frederick P Rivara

Conducting high-quality peer review of scientific manuscripts has become increasingly challenging. The substantial increase in the number of manuscripts, lack of a sufficient number of peer-reviewers, and questions related to effectiveness, fairness, and efficiency, require a different approach. Large-language models, 1 form of artificial intelligence (AI), have emerged as a new approach to help resolve many of the issues facing contemporary medicine and science. We believe AI should be used to assist in the triaging of manuscripts submitted for peer-review publication.

对科学手稿进行高质量的同行评审变得越来越具有挑战性。稿件数量的大幅增加、同行评审人员数量的不足,以及与有效性、公平性和效率相关的问题,都需要一种不同的方法。大语言模型是人工智能(AI)的一种形式,已成为帮助解决当代医学和科学面临的许多问题的新方法。我们认为,人工智能应被用来协助对提交同行评审发表的稿件进行分流。
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引用次数: 0
Balancing innovation and affordability in anti-obesity medications: the role of an alternative weight-maintenance program. 平衡抗肥胖药物的创新性和可负担性:替代性体重维持计划的作用。
Pub Date : 2024-05-02 eCollection Date: 2024-06-01 DOI: 10.1093/haschl/qxae055
David D Kim, Jennifer H Hwang, A Mark Fendrick

Despite remarkable clinical advances in highly effective anti-obesity medications, their high price and potential budget impact pose a major challenge in balancing equitable access and affordability. While most attention has been focused on the amount of weight loss achieved, less consideration has been paid to interventions to sustain weight loss after an individual stops losing weight. Using a policy simulation model, we quantified the impact of a weight-maintenance program following the weight-loss plateau from the initial full-dose glucagon-like peptide 1 (GLP-1) receptor agonists or incretin mimetic use. We measured long-term health care savings and the loss of some health benefits (eg, maintenance of weight loss, improvements in cardiometabolic risk factors, and reductions in diabetes and cardiovascular events). Our model suggested that, compared with continuous long-term full-dose GLP-1 receptor agonists or incretin mimetic drugs, the alternative weight-maintenance program would generate slightly fewer clinical benefits while generating substantial savings in lifetime health care spending. Using less expensive and potentially less effective alternative weight-maintenance programs may provide additional headroom to expand access to anti-obesity medications during the active weight-loss phase without increasing total health care spending.

尽管高效的抗肥胖药物在临床上取得了重大进展,但其高昂的价格和潜在的预算影响对平衡公平获取和可负担性构成了重大挑战。虽然人们的注意力大多集中在体重减轻的数量上,但较少考虑个人体重停止下降后维持体重减轻的干预措施。利用政策模拟模型,我们量化了在最初使用全剂量胰高血糖素样肽 1(GLP-1)受体激动剂或增量素模拟剂后,体重维持计划对体重减轻的影响。我们衡量了长期医疗费用的节省情况以及某些健康益处的损失(如体重减轻的维持、心血管代谢风险因素的改善以及糖尿病和心血管事件的减少)。我们的模型表明,与连续长期使用全剂量 GLP-1 受体激动剂或增量素模拟药物相比,替代性体重维持计划产生的临床益处略少,但却能节省大量的终生医疗开支。使用成本较低、效果可能较差的替代性体重维持方案可能会为在积极减肥阶段扩大抗肥胖药物的使用范围提供额外的空间,而不会增加医疗保健的总支出。
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引用次数: 0
Automating benefits delivery: lowering health insurance costs for unemployment insurance recipients. 福利发放自动化:降低失业保险领取者的医疗保险成本。
Pub Date : 2024-05-02 eCollection Date: 2024-05-01 DOI: 10.1093/haschl/qxae054
Langou Lian, Marina Lovchikova, Andrew Feher

To provide financial relief to those affected by the COVID-19 pandemic, from July to December 2021, the American Rescue Plan Act temporarily expanded eligibility for cost-sharing reduction (CSR) silver 94 plans that cover 94% of medical costs for unemployment insurance (UI) recipients enrolled in the Affordable Care Act (ACA) Marketplaces. In June 2021, California's ACA Marketplace automatically redetermined eligibility and enrollment for 79 645 UI recipients so the enhanced subsidies would be applied without any action required among program participants. Using administrative data from California and a difference-in-differences design, we found that enrollees automatically moved to CSR silver 94 plans for the second half of 2021 saved $295 in premiums and $180 in out-of-pocket expenses (or $475 in total). These findings can inform state and federal policymakers exploring ways of automating benefits delivery for consumers already engaging with other safety-net programs to increase health insurance affordability.

为了向受 COVID-19 大流行影响的人提供经济救济,从 2021 年 7 月到 12 月,《美国救援计划法案》暂时扩大了参加《可负担医疗法案》(ACA)市场的失业保险(UI)领取者的费用分担减免(CSR)银色 94 计划的资格,该计划可支付 94% 的医疗费用。2021 年 6 月,加利福尼亚州的 ACA 市场自动重新确定了 79 645 名失业保险金领取者的资格和参保情况,以便在计划参与者无需采取任何行动的情况下适用增强型补贴。利用加利福尼亚州的行政数据和差异设计,我们发现在 2021 年下半年自动转入 CSR 银 94 计划的参保者节省了 295 美元的保费和 180 美元的自付费用(即总共节省了 475 美元)。这些发现可以为各州和联邦政策制定者提供参考,帮助他们探索如何为已经参与其他安全网计划的消费者自动提供福利,以提高医疗保险的可负担性。
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引用次数: 0
Health and political economy: building a new common sense in the United States 健康与政治经济学:在美国建立新的常识
Pub Date : 2024-05-01 DOI: 10.1093/haschl/qxae041
Victor Roy, Darrick Hamilton, Dave A Chokshi
Abstract The prevailing economic paradigm, characterized by free market thinking and individualistic cultural narratives, has deeply influenced contemporary society in recent decades, including health in the United States. This paradigm, far from being natural, is iteratively intertwined with politics, social group stratification, and norms, together shaping what is known as political economy. The consequences are starkly evident in health, with millions of lives prematurely lost annually in the United States. Drawing on economic re-thinking happening in fields like climate and law, we argue for a new “common sense” towards a health-focused political economy. Central to this proposed shift is action in 3 interconnected areas: capital, care, and culture. Re-orienting capital to prioritize longer-term investments, such as in public options for health care and baby bonds, can promote health and affirmatively include historically marginalized groups. Recognizing that caregiving is economically valuable and necessary for health, approaches like local cadres of community health workers across the United States would be part of building robust caregiving infrastructures. Advancing momentum in these directions, in turn, will require displacing dominant cultural narratives. As the health arena pursues change in the face of real obstacles, recent efforts reinvigorating industrial policy and addressing concentrated market power can serve as inspiration.
摘要 近几十年来,以自由市场思维和个人主义文化叙事为特征的主流经济范式深深地影响了当代社会,包括美国的卫生事业。这种范式绝非自然形成,而是与政治、社会群体分层和规范反复交织在一起,共同塑造了所谓的政治经济学。其后果在健康领域体现得淋漓尽致,美国每年有数百万人过早地失去了生命。借鉴气候和法律等领域的经济反思,我们主张建立一种新的 "常识",即以健康为中心的政治经济学。这一转变的核心是在三个相互关联的领域采取行动:资本、护理和文化。调整资本的方向,优先考虑长期投资,如对医疗保健和婴儿债券的公共选择,可以促进健康,并肯定历史上被边缘化的群体。认识到护理工作的经济价值和对健康的必要性,美国各地的社区保健工作者骨干等方法将成为建设强大护理基础设施的一部分。反过来,要推动这些方向的发展势头,就必须改变主流文化的叙事方式。在卫生领域面对现实障碍寻求变革的过程中,近期重振产业政策和解决集中市场力量的努力可以起到启发作用。
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引用次数: 0
Use of artificial intelligence and the future of peer review 人工智能的使用与同行评审的未来
Pub Date : 2024-05-01 DOI: 10.1093/haschl/qxae058
Howard Bauchner, F. Rivara
Abstract Conducting high-quality peer review of scientific manuscripts has become increasingly challenging. The substantial increase in the number of manuscripts, lack of a sufficient number of peer-reviewers, and questions related to effectiveness, fairness, and efficiency, require a different approach. Large-language models, 1 form of artificial intelligence (AI), have emerged as a new approach to help resolve many of the issues facing contemporary medicine and science. We believe AI should be used to assist in the triaging of manuscripts submitted for peer-review publication.
摘要 对科学手稿进行高质量的同行评审变得越来越具有挑战性。稿件数量的大幅增加、同行评审人员数量的不足,以及与有效性、公平性和效率相关的问题,都需要一种不同的方法。大语言模型是人工智能(AI)的一种形式,已成为帮助解决当代医学和科学面临的许多问题的新方法。我们认为,人工智能应被用来协助对提交同行评审发表的稿件进行分流。
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引用次数: 0
Automating benefits delivery: lowering health insurance costs for unemployment insurance recipients 福利发放自动化:降低失业保险领取者的医疗保险成本
Pub Date : 2024-05-01 DOI: 10.1093/haschl/qxae054
Langou Lian, Marina Lovchikova, Andrew Feher
Abstract To provide financial relief to those affected by the COVID-19 pandemic, from July to December 2021, the American Rescue Plan Act temporarily expanded eligibility for cost-sharing reduction (CSR) silver 94 plans that cover 94% of medical costs for unemployment insurance (UI) recipients enrolled in the Affordable Care Act (ACA) Marketplaces. In June 2021, California's ACA Marketplace automatically redetermined eligibility and enrollment for 79 645 UI recipients so the enhanced subsidies would be applied without any action required among program participants. Using administrative data from California and a difference-in-differences design, we found that enrollees automatically moved to CSR silver 94 plans for the second half of 2021 saved $295 in premiums and $180 in out-of-pocket expenses (or $475 in total). These findings can inform state and federal policymakers exploring ways of automating benefits delivery for consumers already engaging with other safety-net programs to increase health insurance affordability.
摘要 为向受 COVID-19 大流行病影响的人们提供经济救济,从 2021 年 7 月到 12 月,《美国救援计划法案》暂时扩大了参加《可负担医疗法案》(ACA)市场的失业保险(UI)领取者的费用分担减免(CSR)银色 94 计划的资格,该计划涵盖 94% 的医疗费用。2021 年 6 月,加利福尼亚州的 ACA 市场自动重新确定了 79 645 名失业保险金领取者的资格和参保情况,以便在计划参与者无需采取任何行动的情况下适用增强型补贴。利用加利福尼亚州的行政数据和差异设计,我们发现在 2021 年下半年自动转入 CSR 银 94 计划的参保者节省了 295 美元的保费和 180 美元的自付费用(即总共节省了 475 美元)。这些发现可以为各州和联邦政策制定者提供参考,帮助他们探索如何为已经参与其他安全网计划的消费者自动提供福利,以提高医疗保险的可负担性。
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引用次数: 0
The business case for quality: estimating lives saved and harms avoided in a value-based purchasing model. 质量的商业案例:在基于价值的采购模式中估算挽救的生命和避免的伤害。
Pub Date : 2024-04-30 eCollection Date: 2024-05-01 DOI: 10.1093/haschl/qxae052
Peter Amico, Elizabeth E Drye, Peter Lee, Carolee Lantigua, Dana Gelb Safran

Ever-increasing concern about the cost and burden of quality measurement and reporting raises the question: How much do patients benefit from provider arrangements that incentivize performance improvements? We used national performance data to estimate the benefits in terms of lives saved and harms avoided if US health plans improved performance on 2 widely used quality measures: blood pressure control and colorectal cancer screening. We modeled potential results both in California Marketplace plans, where a value-based purchasing initiative incentivizes improvement, and for the US population across 4 market segments (Medicare, Medicaid, Marketplace, commercial). The results indicate that if the lower-performing health plans improve to 66th percentile benchmark scores, it would decrease annual hypertension and colorectal cancer deaths by approximately 7% and 2%, respectively. These analyses highlight the value of assessing performance accountability initiatives for their potential lives saved and harms avoided, as well as their costs and efforts.

人们对质量评估和报告的成本和负担日益关注,这就提出了一个问题:患者能从医疗服务提供者激励绩效改进的安排中获益多少?我们利用国家绩效数据估算了如果美国医疗计划在血压控制和结肠直肠癌筛查这两项广泛使用的质量衡量标准上提高绩效,将在挽救生命和避免伤害方面带来的益处。我们对加利福尼亚州市场计划的潜在结果进行了建模,在该计划中,一项基于价值的购买倡议激励改进工作,我们还对美国 4 个细分市场(医疗保险、医疗补助、市场计划、商业计划)的人口进行了建模。结果表明,如果表现较差的医疗计划的基准分数提高到第 66 位,那么每年的高血压和结直肠癌死亡人数将分别减少约 7% 和 2%。这些分析凸显了评估绩效问责倡议的价值,即评估其可能挽救的生命和避免的伤害,以及其成本和努力。
{"title":"The business case for quality: estimating lives saved and harms avoided in a value-based purchasing model.","authors":"Peter Amico, Elizabeth E Drye, Peter Lee, Carolee Lantigua, Dana Gelb Safran","doi":"10.1093/haschl/qxae052","DOIUrl":"https://doi.org/10.1093/haschl/qxae052","url":null,"abstract":"<p><p>Ever-increasing concern about the cost and burden of quality measurement and reporting raises the question: How much do patients benefit from provider arrangements that incentivize performance improvements? We used national performance data to estimate the benefits in terms of lives saved and harms avoided if US health plans improved performance on 2 widely used quality measures: blood pressure control and colorectal cancer screening. We modeled potential results both in California Marketplace plans, where a value-based purchasing initiative incentivizes improvement, and for the US population across 4 market segments (Medicare, Medicaid, Marketplace, commercial). The results indicate that if the lower-performing health plans improve to 66th percentile benchmark scores, it would decrease annual hypertension and colorectal cancer deaths by approximately 7% and 2%, respectively. These analyses highlight the value of assessing performance accountability initiatives for their potential lives saved and harms avoided, as well as their costs and efforts.</p>","PeriodicalId":94025,"journal":{"name":"Health affairs scholar","volume":"2 5","pages":"qxae052"},"PeriodicalIF":0.0,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11098439/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140961361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Paving the path for implementation of clinical genomic sequencing globally: Are we ready? 为在全球范围内实施临床基因组测序铺平道路:我们准备好了吗?
Pub Date : 2024-04-29 eCollection Date: 2024-05-01 DOI: 10.1093/haschl/qxae053
Deborah A Marshall, Nicolle Hua, James Buchanan, Kurt D Christensen, Geert W J Frederix, Ilias Goranitis, Maarten Ijzerman, Jeroen P Jansen, Tara A Lavelle, Dean A Regier, Hadley S Smith, Wendy J Ungar, Deirdre Weymann, Sarah Wordsworth, Kathryn A Phillips

Despite the emerging evidence in recent years, successful implementation of clinical genomic sequencing (CGS) remains limited and is challenged by a range of barriers. These include a lack of standardized practices, limited economic assessments for specific indications, limited meaningful patient engagement in health policy decision-making, and the associated costs and resource demand for implementation. Although CGS is gradually becoming more available and accessible worldwide, large variations and disparities remain, and reflections on the lessons learned for successful implementation are sparse. In this commentary, members of the Global Economics and Evaluation of Clinical Genomics Sequencing Working Group (GEECS) describe the global landscape of CGS in the context of health economics and policy and propose evidence-based solutions to address existing and future barriers to CGS implementation. The topics discussed are reflected as two overarching themes: (1) system readiness for CGS and (2) evidence, assessments, and approval processes. These themes highlight the need for health economics, public health, and infrastructure and operational considerations; a robust patient- and family-centered evidence base on CGS outcomes; and a comprehensive, collaborative, interdisciplinary approach.

尽管近年来新证据不断涌现,但临床基因组测序(CGS)的成功实施仍然有限,并受到一系列障碍的挑战。这些障碍包括缺乏标准化的实践、对特定适应症的经济评估有限、患者在卫生政策决策中的有意义参与有限,以及实施过程中的相关成本和资源需求。虽然 CGS 在全球范围内的可用性和可及性正在逐步提高,但仍然存在很大的差异和差距,对成功实施的经验教训的反思也很少。在本评论中,全球临床基因组测序经济学与评估工作组(GEECS)的成员从卫生经济学和政策的角度描述了 CGS 的全球状况,并提出了基于证据的解决方案,以解决 CGS 实施过程中现有和未来的障碍。讨论的主题体现为两个首要主题:(1) CGS 的系统准备情况;(2) 证据、评估和审批流程。这些主题强调了对卫生经济学、公共卫生、基础设施和运营考虑的需求;以患者和家庭为中心的有关 CGS 结果的强大证据基础;以及全面、协作、跨学科的方法。
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引用次数: 0
Medicaid spending and utilization of gene and RNA therapies for rare inherited conditions. 医疗补助支出以及罕见遗传性疾病基因和 RNA 疗法的使用情况。
Pub Date : 2024-04-26 eCollection Date: 2024-05-01 DOI: 10.1093/haschl/qxae051
Ilina C Odouard, Jeromie Ballreich, Mariana P Socal

Gene and RNA therapies are promising treatments for many rare diseases. Pediatric populations that could benefit from these drugs are overrepresented among state Medicaid programs. Using Medicaid State Drug Utilization Data, we examined Medicaid spending and utilization of rare disease gene and RNA therapies. Between 2017 and 2022, the number of available gene and RNA therapies increased from 3 to 13, yearly Medicaid spending increased from $148.3 million to $879.7 million, and the number of yearly treatments (a proxy for number of patients) increased from 327 to 1638. Nearly all spending was attributed to spinal muscular atrophy (SMA) and Duchenne muscular dystrophy drugs. States participating in Medicaid pooled purchasing initiatives had 39% higher treatments per 100 000 enrollees with no differences in spending. Compared to states without a carve-out, states that carved SMA drugs out of managed Medicaid contracts had higher utilization (54%). Spending among carve-out states varied according to managed care enrollment, being higher for those with <80% of enrollees in managed care as compared with those with ≥80% of enrollees in managed care. This suggests that multi-state purchasing initiatives and managed care carve-outs can help increase access to gene and RNA therapies among Medicaid beneficiaries, but it is unclear if these strategies are effective at managing spending.

基因和 RNA 疗法是许多罕见病的有望治疗方法。可以从这些药物中获益的儿科人群在各州医疗补助计划中的比例过高。我们利用《医疗补助州药物使用数据》(Medicaid State Drug Utilization Data)研究了罕见病基因和 RNA 疗法的医疗补助支出和使用情况。从 2017 年到 2022 年,可用的基因和 RNA 疗法从 3 种增加到 13 种,医疗补助年度支出从 1.483 亿美元增加到 8.797 亿美元,年度治疗次数(代表患者人数)从 327 次增加到 1638 次。几乎所有支出都用于脊髓性肌萎缩症(SMA)和杜氏肌营养不良症药物。参与医疗补助联合采购计划的州,每 10 万名参保者的治疗次数增加了 39%,但支出没有差异。与没有划出计划的州相比,将 SMA 药物划出医疗补助管理合同的州的使用率更高(54%)。各州的支出因管理性医疗保险参保人数而异,参保人数越多,支出越高。
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引用次数: 0
The Affordable Care Act and income-based disparities in health care coverage and spending among nonelderly adults with cancer. 平价医疗法案》与非老年成人癌症患者在医疗保险和支出方面的收入差距。
Pub Date : 2024-04-25 eCollection Date: 2024-05-01 DOI: 10.1093/haschl/qxae050
Olajumoke A Olateju, Chan Shen, James Douglas Thornton

The Patient Protection and Affordable Care Act (ACA) significantly reduced uninsured individuals and improved financial protection; however, escalating costs of cancer treatment has led to substantial out-of-pocket expenses, causing severe financial and mental health distress for individuals with cancer. Mixed evidence on the ACA's ongoing impact highlights the necessity of assessing health-spending changes across income groups for informed policy interventions. In our nationally representative survey evaluating the early- and long-term effects of the ACA on nonelderly adult patients with cancer, we categorized individuals-based income subgroups defined by the ACA for eligibility. We found that ACA implementation increased insurance coverage, which was particularly evident after 2 years of implementation. Early post-ACA (within two years of implementation), there were declines in out-of-pocket spending for the lowest and low-income groups by 26.52% and 38.31%, respectively, persisting long-term only for the lowest-income group. High-income groups experienced continuously increased out-of-pocket and premium spending by 25.39% and 34.28%, respectively, with a notable 122% increase in the risk of high-burden spending. This study provides robust evidence of income-based disparities in financial burden for cancer care, emphasizing the need for health care policies promoting equitable care and addressing spending disparities across income brackets.

患者保护与平价医疗法案》(ACA)大大减少了未参保人员的数量,并改善了财务保护;然而,癌症治疗费用的不断攀升导致了大量的自付费用,给癌症患者造成了严重的财务和心理健康困扰。关于《美国医疗保险法案》持续影响的证据不一,这凸显了评估不同收入群体的医疗支出变化以进行知情政策干预的必要性。在我们的全国代表性调查中,我们评估了 ACA 对非老年成年癌症患者的早期和长期影响,并根据 ACA 规定的资格对个人收入分组进行了分类。我们发现,ACA 的实施提高了保险覆盖率,这一点在实施两年后尤为明显。在《全美医疗保险法案》实施后的早期(实施两年内),最低收入组和低收入组的自付支出分别下降了 26.52% 和 38.31%,只有最低收入组的自付支出长期持续下降。高收入群体的自付支出和保费支出分别持续增加了 25.39% 和 34.28%,高负担支出的风险显著增加了 122%。这项研究提供了有力的证据,证明癌症治疗的经济负担存在着基于收入的差异,强调有必要制定促进公平治疗的医疗政策,解决不同收入阶层的支出差异问题。
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