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The EU Artificial Intelligence Act (2024): Implications for healthcare 欧盟人工智能法案(2024 年):对医疗保健的影响
IF 3.6 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-09-07 DOI: 10.1016/j.healthpol.2024.105152
Hannah van Kolfschooten , Janneke van Oirschot

In August 2024, the EU Artificial Intelligence Act (AI Act) entered into force. This legally binding instrument sets rules for the development, the placing on the market, the putting into service, and the use of AI systems in the European Union. As the world's first extensive legal framework on AI, it aims to boost innovation while protecting individuals against the harms of AI. Since healthcare is one of the top sectors for AI deployment, the new rules will significantly reform national policies and practices on health technology. In this article, we highlight the implications of the AI Act for the healthcare sector. We give a comprehensive overview of the new legal obligations for various healthcare stakeholders (tech developers; healthcare professionals; public health authorities). We conclude that, due to its horizontal approach, it is necessary to adopt further guidelines to address the unique needs of the healthcare sector. To this end, we make recommendations for the upcoming implementation and standardization phase.

2024 年 8 月,《欧盟人工智能法案》(AI 法案)正式生效。这项具有法律约束力的文书为欧盟人工智能系统的开发、投放市场、投入使用和使用制定了规则。作为世界上首个广泛的人工智能法律框架,该法案旨在促进创新,同时保护个人免受人工智能的危害。由于医疗保健是人工智能部署的首要领域之一,新规则将极大地改革各国在医疗技术方面的政策和实践。在本文中,我们将重点介绍《人工智能法》对医疗保健行业的影响。我们全面概述了各医疗保健利益相关方(技术开发商、医疗保健专业人士、公共卫生机构)的新法律义务。我们的结论是,由于其横向方法,有必要通过进一步的指导方针来满足医疗保健行业的独特需求。为此,我们为即将到来的实施和标准化阶段提出了建议。
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引用次数: 0
Promoting early-intervention for suicide prevention: The role of mental health literacy and attitudes towards suicide: A quantitative study in Ireland. 促进早期干预,预防自杀:心理健康知识和自杀态度的作用:爱尔兰的一项定量研究。
IF 3.6 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-31 DOI: 10.1016/j.healthpol.2024.105150
McBride Thomás , McBride Ciara , McHugh Laura , Burns Richéal

Suicide is a global public health issue which has far-reaching impacts on individuals, families, and wider communities. Early intervention is a core pillar of policy on the prevention of suicide related deaths. However, limited mental health literacy, and negative attitudes regarding mental illness amongst the public are a barrier to early intervention. Past research has not explored mental health literacy and attitudes regarding suicide specifically. The aim of the current study was to examine mental health literacy and attitudes towards suicide in adults. 590 adults in Ireland aged 18-80 years (M = 43.24, SD = 12.6) took part in this online cross-sectional study, completing the Mental Health Literacy Scale and The Attitudes Towards Suicide Scale. Experience of suicide deaths was common among participants. Independent t-tests indicated that males had significantly lower levels of mental health literacy and more stigmatising attitudes towards suicide than females. Young adults also had lower ability to recognise mental health difficulties than older adults. Hierarchical Multiple Regressions found that mental health literacy significantly accounted for varied attitudes towards suicide in adults, particularly willingness to communicate about suicide, and beliefs that suicide is preventable. Findings are discussed in the context of informing policy-makers who are promoting early-intervention for suicide prevention.

自杀是一个全球性的公共健康问题,对个人、家庭和更广泛的社区有着深远的影响。早期干预是预防自杀相关死亡政策的核心支柱。然而,公众有限的心理健康知识和对精神疾病的消极态度是早期干预的障碍。以往的研究并没有专门探讨心理健康知识和对自杀的态度。本研究旨在调查成年人的心理健康素养和对自杀的态度。爱尔兰 590 名 18-80 岁的成年人(中位数 = 43.24,标准差 = 12.6)参加了这项在线横断面研究,并填写了心理健康素养量表和自杀态度量表。参与者普遍有过自杀死亡的经历。独立 t 检验表明,与女性相比,男性的心理健康知识水平明显较低,对自杀的鄙视态度也更严重。年轻人识别心理健康问题的能力也低于老年人。层次多元回归法发现,心理健康素养在很大程度上影响了成年人对自杀的不同态度,尤其是对自杀问题进行沟通的意愿,以及认为自杀是可以预防的信念。研究结果将在为政策制定者提供信息的背景下进行讨论,这些政策制定者正在推动早期干预以预防自杀。
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引用次数: 0
How competition play a role in dental pricing? A study on French medico-administrative and tax reports dataset 竞争如何在牙科定价中发挥作用?法国医疗行政和税务报告数据集研究
IF 3.6 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-30 DOI: 10.1016/j.healthpol.2024.105149
Anne-Charlotte Bas , Jérôme Wittwer

Objectives

French dentists charge additional fees for dental prostheses. This paper aims to provide new information on the determinants of dental price setting and inform public decision-making in the context of the widespread rejection of prosthetic dental care for financial reasons. We focus on the competitive mechanism in the dental prosthetics market and measure the impact of the density of professionals and competitors' prices on the fees charged by dentists.

Methods

We use data merging from an administrative health insurance database and information from tax declarations of French dentists. We test the effect of competitor prices and competition on individual price-setting using instrumental variables. The database obtained included 29,220 dentists.

Results

Practitioners’ prices grow with competitors’ prices (+1€ in competitor prices entails an increase of + 0.37€ in the practitioner's price). Women set lower prices, and having a young child in the household predicts an increase in price of 6.8€ (p-value=0.014). Rural areas present lower fees than urban areas (+11.4€ (p value=0.000)).

Conclusion

Prosthetic prices are strategic complements that are compatible with the application of monopolistic competition in the dental care market. We encourage the regulator to develop competitive mechanisms, for example, through a public offer at moderate prices.

目的法国牙医对义齿收取额外费用。本文旨在提供有关牙科价格制定的决定因素的新信息,并在因经济原因而普遍拒绝义齿护理的背景下为公共决策提供信息。我们重点研究了义齿市场的竞争机制,并测量了专业人士的密度和竞争对手的价格对牙医收费的影响。我们使用工具变量检验了竞争者价格和竞争对个人定价的影响。获得的数据库包括 29,220 名牙医。结果牙医的价格随着竞争对手价格的增长而增长(竞争对手价格+1 欧元,牙医价格+0.37 欧元)。女性牙医的价格较低,如果家中有小孩,价格会上涨 6.8 欧元(p 值=0.014)。农村地区的价格低于城市地区(+11.4 欧元(p 值=0.000))。我们鼓励监管机构发展竞争机制,例如通过公开提供适中的价格。
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引用次数: 0
Corrigendum to “Impacts of an interpretation fee on immigrants’ access to healthcare: Evidence from a Danish survey study among newly arrived immigrants” [Health policy 136C (2023) 104893] 口译费对移民获得医疗服务的影响:来自丹麦新移民调查研究的证据"[卫生政策 136C (2023) 104893] 更正
IF 3.6 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-28 DOI: 10.1016/j.healthpol.2024.105151
Maj Rørdam Nielsen , Signe Smith Jervelund
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引用次数: 0
Lessons learned from a pay-for-performance scheme for appropriate prescribing using electronic health records from general practices in the Netherlands 利用荷兰全科医生的电子健康记录,从合理处方的绩效付费计划中吸取经验教训。
IF 3.6 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-17 DOI: 10.1016/j.healthpol.2024.105148
I.G. Arslan , R.A. Verheij , K. Hek , L. Ramerman

Introduction

A nationwide pay-for-performance (P4P) scheme was introduced in the Netherlands between 2018 and 2023 to incentivize appropriate prescribing in general practice. Appropriate prescribing was operationalised as adherence to prescription formularies and measured based on electronic health records (EHR) data. We evaluated this P4P scheme from a learning health systems perspective.

Methods

We conducted semi-structured interviews with 15 participants representing stakeholders of the scheme: general practitioners (GPs), health insurers, pharmacists, EHR suppliers and formulary committees. We used a thematic approach for data analysis.

Results

Using EHR data showed several benefits, but lack of uniformity of EHR systems hindered consistent measurements. Specific indicators were favoured over general indicators as they allow GPs to have more control over their performance. Most participants emphasized the need for GPs to jointly reflect on their performance. Communication to GPs appeared to be challenging. Partly because of these challenges, impact of the scheme on prescribing behaviour was perceived as limited. However, several unexpected positive effects of the scheme were mentioned, such as better EHR recording habits.

Conclusions

This study identified benefits and challenges useful for future P4P schemes in promoting appropriate care with EHR data. Enhancing uniformity in EHR systems is crucial for more consistent quality measurements. Future P4P schemes should focus on high-quality feedback, peer-to-peer learning and establish a single point of communication for healthcare providers.

简介荷兰于 2018 年至 2023 年期间在全国范围内推行绩效薪酬(P4P)计划,以激励全科医生开具适当处方。根据电子健康记录(EHR)数据,适当处方被定义为对处方目录的遵守情况,并对其进行衡量。我们从学习型医疗系统的角度对这一 P4P 计划进行了评估:我们对 15 名代表该计划利益相关者的参与者进行了半结构化访谈,这些利益相关者包括全科医生 (GP)、医疗保险公司、药剂师、电子病历供应商和处方委员会。我们采用了专题方法进行数据分析:结果:使用电子病历数据显示了多种益处,但电子病历系统的不统一妨碍了测量的一致性。具体指标比一般指标更受青睐,因为它们能让全科医生更好地控制自己的绩效。大多数与会者强调,全科医生需要共同反思自己的绩效。与全科医生沟通似乎具有挑战性。部分由于这些挑战,人们认为该计划对处方行为的影响有限。然而,该计划也带来了一些意想不到的积极影响,例如更好的电子病历记录习惯:这项研究发现了一些益处和挑战,有助于未来的采购换进展计划利用电子病历数据促进适当的护理。加强电子病历系统的统一性对于更一致的质量测量至关重要。未来的 P4P 计划应注重高质量的反馈、同行间的学习,并为医疗服务提供者建立一个单一的沟通点。
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引用次数: 0
Early access programs for medical devices in France: Overview of recent reforms and outcomes (2015-2022) 法国医疗器械早期准入计划:近期改革与成果概览(2015-2022 年)
IF 3.6 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-11 DOI: 10.1016/j.healthpol.2024.105146
Tess Martin , Alexandra Hervias , Xavier Armoiry , Nicolas Martelli

The medical technology sector is characterised by a constant influx of innovations with the potential to revolutionise patient care. In France, there are several pathways for medical devices to enter the market, from diagnosis-related group tariffs to reimbursement lists. However, traditional regulatory pathways can delay market access for innovative technologies. In response, France has established Early Access Programs to expedite patient access to medical devices. This paper looks at three of these Early Access Programs for medical devices. Innovation Funding, introduced in its final version in 2015, provides temporary coverage for innovative devices and facilitates data collection for informed funding decisions. Transitional Coverage (PECT), established in 2021, targets CE-marked devices for rare or serious conditions. Transitional coverage for digital health applications (PECAN), introduced in 2022, covers digital medical devices, either therapeutic or for patient monitoring. Innovation funding has been granted to 16 technologies out of 35 applications (46%) since 2015. 6 technologies out of 11 (64%) applications benefit from PECT. PECAN, in its first year, has granted a telemonitoring solution with a favourable opinion. The French experience could provide valuable lessons for the development of a harmonised European framework to ensure that innovative medical technologies benefit those who need them, while maintaining high safety standards.

医疗技术领域的特点是创新不断涌现,有可能彻底改变病人的护理。在法国,医疗器械进入市场有多种途径,从与诊断相关的组别关税到报销清单。然而,传统的监管途径可能会延误创新技术的市场准入。为此,法国制定了 "早期准入计划",以加快患者获得医疗器械的速度。本文将介绍其中三项医疗器械早期准入计划。创新基金(Innovation Funding)于 2015 年推出最终版本,为创新器械提供临时保障,并促进数据收集,以便做出明智的资助决策。过渡性医保(PECT)于 2021 年设立,针对治疗罕见或严重疾病的 CE 认证器械。2022 年推出的数字医疗应用过渡性覆盖范围(PECAN)涵盖了治疗性或用于患者监测的数字医疗设备。自 2015 年以来,35 项申请中有 16 项技术(46%)获得了创新资助。11 项申请中有 6 项技术(64%)受益于 PECT。PECAN 在第一年就批准了一项远程监控解决方案,并获得好评。法国的经验可为制定统一的欧洲框架提供宝贵的经验,以确保创新医疗技术惠及有需要的人,同时保持较高的安全标准。
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引用次数: 0
Can revenue collection for public funding in health care be progressive? An assessment of 29 Countries 为医疗保健领域的公共资金征收税款能否循序渐进?对 29 个国家的评估
IF 3.6 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-10 DOI: 10.1016/j.healthpol.2024.105147
Thomas Rice , Karsten Vrangbæk , Ingrid S. Saunes , Nicolas Bouckaert , Lucie Bryndová , Fidelia Cascini , Andres Võrk , Antoniya Dimova , Ewa Kocot , Liubove Murauskiene , Damien Bricard , Miriam Blumel , Péter Gaál , Peter Pažitný

Most research on health care equity focuses on accessing services, with less attention given to how revenue is collected to pay for a country's health care bill. This article examines the progressivity of revenue collection among publicly funded sources: income taxes, social insurance (often in the form of payroll) taxes, and consumption taxes (e.g., value-added taxes). We develop methodology to derive a qualitative index that rates each of 29 high-income countries as to its progressivity or regressivity for each of the three sources of revenue. A variety of data sources are employed, some from secondary data sources and other from country representatives of the Health Systems and Policy Monitor of the European Observatory on Health Systems and Policies. We found that countries with more progressive income tax systems used more income-based tax brackets and had larger differences in marginal tax rates between the brackets. The more progressive social insurance revenue collection systems did not have an upper income cap and exempted poorer persons or reduced their contributions. The only pattern regarding consumption taxes was that countries that exhibited the fewest overall income inequalities tended to have least regressive consumption tax policies. The article also provides several examples from the sample of countries on ways to make public revenue financing of health care more progressive.

大多数关于医疗公平的研究都集中在获取服务方面,而较少关注如何征收收入来支付一个国家的医疗费用。本文研究了公共资金来源中税收的累进性:所得税、社会保险(通常以工资单的形式)税和消费税(如增值税)。我们制定了一套方法,以得出一个定性指数,对 29 个高收入国家的三种收入来源的累进性或倒退性进行评级。我们采用了多种数据来源,其中一些来自二级数据来源,另一些来自欧洲卫生系统和政策观察站的卫生系统和政策监测的国家代表。我们发现,所得税累进制较强的国家使用了更多基于收入的税级,各税级之间的边际税率差异较大。累进程度较高的社会保险征收制度没有收入上限,对穷人免税或减少其缴费。关于消费税的唯一模式是,总体收入不平等程度最小的国家往往实行累退性最小的消费税政策。文章还提供了几个国家样本中的例子,说明如何使医疗保健的公共收入筹资更具累进性。
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引用次数: 0
Taking a health economic perspective in monitoring health inequalities: A focus on excess weight 从卫生经济学角度监测卫生不平等现象:关注超重问题
IF 3.6 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-06 DOI: 10.1016/j.healthpol.2024.105144
Fiorella Parra Mujica , Paolo Candio

Background

Traditional approaches to monitoring health inequalities predominantly rely on headcount methods. However, these methods fail to reflect the non-linear health economic implications of changes in disease severity. Alternative, distribution-sensitive metrics are available which could more adequately inform financial planning and policy decision making.

Methods

We describe the design of the Foster-Greer-Thorbecke (FGT) index, and discuss its relative merits as a summary monitoring metric of health inequalities in the population, compared to the Erreygers concentration index. We illustrate the FGT index by conducting a comparative longitudinal analysis of adult excess inequalities in England using Health Survey for England data from 2009 to 2019.

Findings

Excess weight inequalities have steadily increased in the English adult population, especially over the last five years. Going beyond headcount, the FGT index analyses revealed that, unlike the rest of the population, the average overweight adult from the most socio-economically deprived group is either obese (30.3 BMI for females) or at the brink of obesity (29.1 BMI for males). These results underscore a deepening divide in obesity severity between communities, with the most socioeconomically deprived groups being increasingly and disproportionally affected. Conclusions: The FGT index can address some shortcomings of traditional approaches to inequality measurement and local governments should consider adopting it as an alternative population health metric. Future research should apply and develop more refined distribution-sensitive measures of health inequality.

背景传统的健康不平等监测方法主要依赖于人数统计方法。然而,这些方法无法反映疾病严重程度变化对健康经济的非线性影响。方法我们介绍了福斯特-格里尔-特贝克(FGT)指数的设计,并讨论了与 Erreygers 集中度指数相比,该指数作为监测人口健康不平等的简要指标的相对优势。我们利用 2009 年至 2019 年的英格兰健康调查数据,对英格兰成人超重不平等现象进行了纵向比较分析,以此来说明 FGT 指数。除了人头数,FGT 指数分析表明,与其他人口不同,社会经济最贫困群体的平均超重成年人要么肥胖(女性体重指数为 30.3),要么处于肥胖边缘(男性体重指数为 29.1)。这些结果凸显出社区之间肥胖严重程度的鸿沟正在加深,社会经济最贫困群体受到的影响越来越大,而且不成比例。结论:FGT 指数可以弥补传统不平等测量方法的一些不足,地方政府应考虑采用该指数作为人口健康的替代指标。未来的研究应应用和开发更精细的对分布敏感的健康不平等测量方法。
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引用次数: 0
Population stratification based on healthcare trajectories: A method for encouraging adaptive learning at meso level 基于医疗保健轨迹的人口分层:在中观层面鼓励自适应学习的方法。
IF 3.6 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-07-29 DOI: 10.1016/j.healthpol.2024.105137
Anne-Sophie Lambert , Catherine Legrand , Béatrice Scholtes , Sékou Samadoulougou , Hedwig Deconinck , Lucia Alvarez , Jean Macq

This paper proposes a method to support population management by evaluating population needs using population stratification based on healthcare trajectories.

Reimbursed healthcare consumption data for the first semester of 2017 contained within the inter-mutualist database were analysed to create healthcare trajectories for a subset of the population aged between 60 and 79 (N = 22,832) to identify (1) the nature of health events, (2) key transitions between lines of care, (3) the relative duration of different events, and (4) the hierarchy of events. These factors were classified using a K-mers approach followed by multinomial mixture modelling.

Five population groups were identified using this healthcare trajectory approach: “low users”, “high intensity of nursing care”, “transitional care & nursing care”, “transitional care”, and “long time in hospital”.

This method could be used by loco-regional governing bodies to learn reflectively from the place where care is provided, taking a systems perspective rather than a disease perspective, and avoiding the one-size-fits-all definition. It invites decision makers to make better use of routinely collected data to guide continuous learning and adaptive management of population health needs.

本文提出了一种基于医疗保健轨迹的人口分层方法,通过评估人口需求来支持人口管理。通过分析互助会间数据库中包含的 2017 年上半年医疗保健消费报销数据,为年龄在 60 岁至 79 岁之间的人口子集(N = 22832)创建医疗保健轨迹,以确定(1)健康事件的性质,(2)医疗线之间的关键转换,(3)不同事件的相对持续时间,以及(4)事件的层次结构。这些因素采用 K-mers 方法进行分类,然后进行多项式混合建模。使用这种医疗轨迹方法确定了五个人群组:"低使用者"、"高强度护理"、"过渡性护理和护理"、"过渡性护理 "和 "长期住院"。地方-区域管理机构可以利用这种方法,从提供护理的地方进行反思性学习,从系统角度而不是疾病角度出发,避免一刀切的定义。它能让决策者更好地利用日常收集的数据,指导持续学习和适应性管理人口健康需求。
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引用次数: 0
Assessing the equity and coverage policy sensitivity of financial protection indicators in Europe 评估欧洲金融保护指标的公平性和覆盖政策敏感性
IF 3.6 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-07-27 DOI: 10.1016/j.healthpol.2024.105136
Jonathan Cylus , Sarah Thomson , Lynn Al Tayara , José Cerezo Cerezo , Marcos Gallardo Martínez , Jorge Alejandro García-Ramírez , Marina Karanikolos , María Serrano Gregori , Tamás Evetovits

Progress towards universal health coverage is monitored by the incidence of catastrophic spending. Two catastrophic spending indicators are commonly used in Europe: Sustainable Development Goal (SDG) indicator 3.8.2 and the WHO Regional Office for Europe (WHO/Europe) indicator. The use of different indicators can cause confusion, especially if they produce contradictory results and policy implications. We use harmonised household budget survey data from 27 European Union countries covering 505,217 households and estimate the risk of catastrophic spending, conditional on household characteristics and the design of medicines co-payments. We calculate the predicted probability of catastrophic spending for particular households, which we call LISAs, under combinations of medicines co-payment policies and compare predictions across the two indicators. Using the WHO/Europe indicator, any combination of two or more protective policies (i.e. low fixed co-payments instead of percentage co-payments, exemptions for low-income households and income-related caps on co-payments) is associated with a statistically significant lower risk of catastrophic spending. Using the SDG indicator, confidence intervals for every combination of protective policies overlap with those for no protective policies. Although out-of-pocket medicines spending is a strong predictor of catastrophic spending using both indicators, the WHO/Europe indicator is more sensitive to medicines co-payment policies than the SDG indicator, making it a better indicator to monitor health system equity and progress towards UHC in Europe.

通过灾难性支出的发生率来监测全民医保的进展情况。欧洲通常使用两个灾难性支出指标:可持续发展目标(SDG)指标 3.8.2 和世界卫生组织欧洲区域办事处(WHO/Europe)指标。使用不同的指标可能会造成混乱,尤其是当它们产生相互矛盾的结果和政策影响时。我们使用了来自 27 个欧盟国家的统一家庭预算调查数据,涵盖 505 217 个家庭,并根据家庭特征和共同支付药物的设计来估算灾难性支出的风险。我们计算了特定家庭(我们称之为 LISAs)在各种共同支付政策组合下发生灾难性支出的预测概率,并比较了两种指标的预测结果。使用世界卫生组织/欧洲指标,两种或两种以上保护性政策(即低固定共付额而非百分比共付额、低收入家庭豁免和与收入相关的共付额上限)的任何组合都与灾难性支出风险的显著降低相关。使用可持续发展目标指标,每种保护性政策组合的置信区间都与无保护性政策的置信区间重叠。尽管使用这两个指标,自付药品支出都是灾难性支出的有力预测因素,但与 SDG 指标相比,世卫组织/欧洲指标对药品共同支付政策更为敏感,因此是监测欧洲卫生系统公平性和实现全民医保进展情况的更好指标。
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引用次数: 0
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