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Estimating the magnitude and scope of disability-related direct costs: a systematised review. 估计与残疾有关的直接成本的幅度和范围:系统审查。
IF 3 3区 医学 Q1 ECONOMICS Pub Date : 2025-11-20 DOI: 10.1007/s10198-025-01851-x
Lena Morgon Banks, Zachary Morris, Sara Rotenberg, Daniel Mont, Monica Pinilla-Roncancio, Ludovico Carraro, Alex Cote, Mercoledi Nasiir, Jill Hanass-Hancock, Stephen McGarity, Pamela Smith, Sophie Mitra
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引用次数: 0
Ex ante evaluation of risk adjustment models for prospective provider payment: a conceptual framework and empirical application. 前瞻性提供者支付风险调整模型的事前评估:概念框架和实证应用。
IF 3 3区 医学 Q1 ECONOMICS Pub Date : 2025-11-20 DOI: 10.1007/s10198-025-01871-7
Andreea Panturu, Richard van Kleef, Frank Eijkenaar

Alternative payment models (APMs) aim to improve efficiency and fairness in healthcare by shifting financial responsibility from payers to providers. Given their prospective nature, APMs require effective risk adjustment (RA) to prevent risk-selection incentives. RA design comes with complex trade-offs between risk selection, cost control and gaming. In the light of these trade-offs, thorough ex-ante evaluation of RA models is crucial. Traditionally, RA-model evaluation in the context of APMs has heavily relied on statistical metrics like R-squared. While useful for assessing model fit, these metrics often fail to capture the full spectrum of relevant incentives. This study therefore addresses the question: "What do meaningful incentive metrics for ex-ante evaluation of RA models look like in the context of prospective APMs for healthcare providers?" We conducted a literature review and consulted experts to synthesize existing work on RA evaluation. This informed the development of a conceptual framework for defining incentive metrics, distinguishing among risk-selection, cost-control, and gaming incentives. We applied our framework in a simulation of prospective payments to primary care practices (PCPs) in the Netherlands, using 2019 claims data from 346 PCPs (N = 1.4 M patients). The analysis focused on selection incentives, comparing traditional statistical metrics with metrics derived from our framework. Results show that statistical metrics like R-squared fall short in assessing selection incentives compared to our incentive metrics. This highlights the need for tailored incentive metrics for the ex-ante evaluation of RA models that are grounded in a thorough understanding of relevant provider behaviors in the light of APM goals.

替代支付模式(APMs)旨在通过将财务责任从支付者转移到提供者来提高医疗保健的效率和公平性。鉴于其前瞻性,apm需要有效的风险调整(RA)来防止风险选择激励。RA设计需要在风险选择、成本控制和游戏之间进行复杂的权衡。鉴于这些权衡,对RA模型进行彻底的事前评估是至关重要的。传统上,apm上下文中的ra模型评估严重依赖于r平方等统计度量。虽然这些指标对评估模型拟合很有用,但往往无法捕捉到相关激励的全部范围。因此,本研究解决了这样一个问题:“在医疗保健提供者的预期apm背景下,RA模型的事前评估的有意义的激励指标是什么?”我们进行了文献综述,并咨询专家,综合现有的RA评价工作。这为定义激励指标、区分风险选择、成本控制和游戏激励的概念框架的发展提供了信息。我们将我们的框架应用于荷兰初级保健实践(pcp)的预期支付模拟,使用了来自346个pcp (N = 1.4 M患者)的2019年索赔数据。分析的重点是选择激励,将传统统计指标与从我们的框架中得出的指标进行比较。结果表明,与我们的激励指标相比,像r平方这样的统计指标在评估选择激励方面存在不足。这就突出了针对RA模型的事前评估制定量身定制的激励指标的必要性,这些模型基于对APM目标下相关供应商行为的全面理解。
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引用次数: 0
Demographic and health impacts of women's bodily autonomy: switching prescription requirements for emergency contraceptives. 妇女身体自主对人口和健康的影响:改变紧急避孕药的处方要求。
IF 3 3区 医学 Q1 ECONOMICS Pub Date : 2025-11-20 DOI: 10.1007/s10198-025-01863-7
Fabian Grünwald, Tom Stargardt

Over the past decades, most European countries switched emergency contraceptive availability from prescription to over-the-counter (OTC) status. However, the effect of OTC switches on emergency and regular contraceptive use, on demographic indicators (birth rate, abortion rate) and health outcomes (sexually transmitted diseases) varies depending on the study setting. Only Poland switched emergency contraceptives back to prescription (Rx) status after previously loosening restrictions and causal analyses of an Rx switch are lacking entirely. We employ multiple (staggered/synthetic) difference-in-differences models to evaluate the effect of (a) an OTC switch, exploiting variation in the timing of the OTC switch among several European countries and (b) a Rx switch at the example of Poland. We find that the use of emergency contraceptives increased (decreased) after OTC (Rx) switches. The use of regular hormonal contraceptives, the rate of births and abortions and the incidence of various sexually transmitted diseases remained essentially unaffected or - if found - effects did not withstand robustness checks. Our results suggest that increased use of emergency contraceptives due to liberalized over-the-counter access may be reversed by a return to prescription bound access.

在过去的几十年里,大多数欧洲国家将紧急避孕药从处方改为非处方(OTC)。然而,非处方药对紧急和常规避孕药具使用、人口指标(出生率、堕胎率)和健康结果(性传播疾病)的影响因研究环境而异。只有波兰在此前放宽限制后将紧急避孕药重新改为处方药(Rx),而且完全缺乏对Rx转换的原因分析。我们采用多个(交错/合成)差异中的差异模型来评估(a) OTC转换的效果,利用几个欧洲国家之间OTC转换时间的变化,以及(b)以波兰为例的Rx转换。我们发现,在OTC (Rx)转换后,紧急避孕药的使用增加(减少)。常规激素避孕药具的使用、出生率和堕胎率以及各种性传播疾病的发病率基本上没有受到影响,或者——如果发现了——效果经受不住坚固性检查。我们的研究结果表明,由于非处方避孕药的自由获取而增加的紧急避孕药的使用可能会通过返回处方限制获取而逆转。
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引用次数: 0
Cost analysis of transthyretin amyloid cardiomyopathy in heart failure patients with preserved ejection fraction in Spain. 西班牙保留射血分数的心力衰竭患者转甲状腺素淀粉样心肌病的成本分析。
IF 3 3区 医学 Q1 ECONOMICS Pub Date : 2025-11-18 DOI: 10.1007/s10198-025-01847-7
Pablo García-Pavía, José Manuel García-Pinilla, Javier Rejas-Gutierrez, Laura Bernal, Patricia Tarilonte, Carmen Peral

Background: Transthyretin amyloid cardiomyopathy (ATTR-CA) is a progressive, fatal disease that often presents as heart failure with preserved ejection fraction (HFpEF). To date, scarce evidence about the economic burden of ATTR-CA has been published. This study compared the economic impact of HFpEF in patients with and without ATTR-CA in Spain.

Methods: The PRACTICA study was a cross-sectional, multicenter, nationwide study in twenty sites in Spain. A total of 387 consecutive ambulatory or hospitalized patients aged ≥ 50 years with HFpEF and LVH ≥ 12 mm were included and screened for ATTR-CA. Healthcare resource utilization (HRU), except specific pharmacologic treatments, non-HRU and its associated average cost per-patient per-year were assessed in year 2021 for ATTR-CA and non-ATTR-CA patients.

Results: Patients were classified as: ATTR-CA (n = 65), non-ATTR-CA (n = 306) and inconclusive (n = 16). Mean total cost per-patient per-year was higher in ATTR-CA patients: €3,407 (Min-Max: €1,067-€6,473) in ATTR-CA, €3,203 (€1,168-€5,646) in non-ATTR-CA and €2,920 (€1,165-€5,080) in inconclusive patients (p < 0.001, Kruskal-Wallis). Determinants of differential cost favoring ATTR-CA were hospitalizations, genetic testing, implantable cardiac defibrillator, and scintigraphy. No statistical differences were observed between patients with and without ATTR-CA in non-healthcare resources paid by patients themselves, although inconclusive patients showed significantly higher home adaptation (shower, bed rail) and crutch utilization (p = 0.031, Kruskal-Wallis).

Conclusions: This is the first multicenter nationwide study assessing the economic impact on Spanish society of ATTR-CA patients with HFpEF and LVH ≥ 12 mm. The cost was substantial, with negative implications particularly for the Spanish National Health System.

背景:转甲状腺素淀粉样心肌病(atr - ca)是一种进行性、致命性疾病,通常表现为心力衰竭并保留射血分数(HFpEF)。迄今为止,发表的关于atr - ca经济负担的证据很少。这项研究比较了HFpEF对西班牙有和没有atr - ca患者的经济影响。方法:PRACTICA研究是一项横断面、多中心、在西班牙20个地点进行的全国性研究。共纳入387例年龄≥50岁、HFpEF和LVH≥12 mm的连续门诊或住院患者,并筛查atr - ca。医疗资源利用率(HRU),除特定的药物治疗外,非HRU及其相关的每位患者每年的平均成本在2021年对atti - ca和非atti - ca患者进行了评估。结果:患者分为:atr - ca (n = 65),非atr - ca (n = 306)和不确定(n = 16)。atr - ca患者每年每位患者的平均总成本较高:atr - ca患者为3,407欧元(最小-最大:1,067- 6,473欧元),非atr - ca患者为3,203欧元(1,168- 5,646欧元),不确定患者为2,920欧元(1,165- 5,080欧元)(p结论:这是首个多中心的全国性研究,评估HFpEF和LVH≥12 mm的atr - ca患者对西班牙社会的经济影响。成本是巨大的,特别是对西班牙国家卫生系统产生了负面影响。
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引用次数: 0
The cost-effectiveness of enzyme replacement therapies versus best supportive care for treating late onset Pompe disease in the UK NHS. 酶替代疗法与最佳支持治疗在英国NHS治疗晚发型庞贝病的成本效益。
IF 3 3区 医学 Q1 ECONOMICS Pub Date : 2025-11-18 DOI: 10.1007/s10198-025-01868-2
Matthew Walton, Nyanar Jasmine Deng, Mark Corbett, Chinyereugo Umemneku-Chikere, Sarah Nevitt, Helen Fulbright, Chong Yew Tan, Robin Lachmann, Rachel Churchill, Robert Hodgson

Objective: To assess the cost-effectiveness of enzyme replacement therapy (ERT) compared with best supportive care (BSC) for late-onset Pompe disease (LOPD) in a UK NHS setting.

Methods: A discrete event simulation model was developed using data from a Bayesian network meta-analysis, trials and extension studies, and long-term observational cohorts. Costings were derived from NICE assessments of LOPD treatments. Disease progression was modelled using forced vital capacity (FVC) % predicted and six-minute walk distance (6MWD).

Results: ERT was associated with an incremental cost of £3.26 million and 1.64 additional QALYs compared to BSC, yielding an incremental cost-effectiveness ratio (ICER) of £2 million per QALY gained, and generating a net health effect (NHE) exceeding -100 QALYs per treated patient. Scenario analyses confirmed that ERT remained cost-ineffective under all plausible assumptions. Discounts of ~ 92.3% and ~ 89% on the list price of ERT would be required to achieve cost-effectiveness at thresholds of £30,000 and £100,000 per QALY gained, respectively.

Conclusions: While ERT provides modest long-term health benefits relative to BSC, it is structurally highly cost-ineffective, generating substantial negative NHE for the NHS population, even under the most optimistic assumptions. These results are primarily driven by very high acquisition costs of ERT. The historic commissioning of ERT without reference to the UK's value-based pricing framework has significantly impacted NHS spending and distorted NICE decision-making. Without reform to the appraisal process, the NHS faces affordability challenges that may hinder access to innovative therapies and result in recommendations that displace more health than they generate.

目的:评估酶替代疗法(ERT)与最佳支持治疗(BSC)在英国NHS背景下治疗迟发性庞贝病(LOPD)的成本效益。方法:使用贝叶斯网络元分析、试验和扩展研究以及长期观察队列的数据建立离散事件模拟模型。成本来源于NICE对LOPD治疗的评估。使用预测的用力肺活量(FVC) %和6分钟步行距离(6MWD)来模拟疾病进展。结果:与BSC相比,ERT与326万英镑的增量成本和1.64个额外的QALY相关,每个获得的QALY产生200万英镑的增量成本效益比(ICER),并产生净健康效应(NHE)每个治疗患者超过-100个QALYs。情景分析证实,在所有可能的假设下,紧急救援仍然是成本无效的。在每个QALY分别获得3万英镑和10万英镑的门槛下,要实现成本效益,需要在ERT的标价上分别给予92.3%和89%的折扣。结论:虽然ERT相对于BSC提供了适度的长期健康益处,但它在结构上是高度成本无效的,即使在最乐观的假设下,也会对NHS人口产生实质性的负NHE。这些结果主要是由非常高的收购成本驱动的。在没有参考英国基于价值的定价框架的情况下,ERT的历史性委托严重影响了NHS的支出并扭曲了NICE的决策。如果不改革评估程序,国民保健服务将面临负担能力方面的挑战,这可能会阻碍获得创新疗法,并导致建议取代的健康比它们产生的健康更多。
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引用次数: 0
Economic burden of eosinophilic esophagitis in the first year after diagnosis in Spain: A direct medical cost analysis. 西班牙嗜酸性粒细胞性食管炎诊断后第一年的经济负担:直接医疗费用分析
IF 3 3区 医学 Q1 ECONOMICS Pub Date : 2025-11-18 DOI: 10.1007/s10198-025-01872-6
Leticia Rodriguez-Alcolado, Isaac Aranda-Reneo, Sergio Casabona, Isabel Pérez-Martínez, Danila Guagnozzi, Carolina Gutiérrez-Junquera, Edurne Amorena, Antonio Guardiola-Arévalo, Luisa de la Peña-Negro, Leonardo Blas Jhon, Sandra López García-Dionisio, Jennifer Fernández-Pacheco, Jesús Barrio, Sonia Fernández-Fernández, Elena Betoré, Susana de la Riva, Carlos Teruel Sánchez-Vegazo, Juan Armando Rodríguez-Oballe, Juan Enrique Naves, Juan K Bisso-Zein, Silvia Carrión, Adolfo Suárez, Ronald Llerena-Castro, Alejandro García-Díaz, Óscar Nantes-Castillejo, Alicia Granja-Navacerrada, Antonia Perelló, Marta Álvarez-García, Cecilio Santander, Emilio J Laserna-Mendieta, Juan Oliva-Moreno, Alfredo J Lucendo

Background: Despite its increasing prevalence, the economic impact of eosinophilic esophagitis (EoE) in Europe is understudied and direct economic costs remain unknown.

Objective: To assess contemporaneous direct medical costs during the first year after EoE diagnosis in Spain to identify key cost determinants and assess variables that could affect these costs.

Methods: Observational study of Spanish participants in the EUREOS EoE CONNECT registry with incident EoE in 2017-2018. We assessed average costs/year in Euros for endoscopic procedures, out-patient visits, medication, emergency room visits and hospitalizations, 2018 being our base year. Official regional tariffs were used to estimate direct costs from a healthcare provider perspective; official price lists were used for drug therapies. Cost differences and determinants were assessed with multivariate models.

Results: The mean annual direct cost of EoE per person among 302 patients (76.5% male, 77.5% adults) was €1,842.07 (SD €795.69). Endoscopic procedures accounted for 68% of this, followed by outpatient visits (15.9%) and drug prescriptions (10.8%). Cost was higher for pediatric compared to adult patients (€2,101.51 vs. €1,784.29, p < 0.01), for those with higher EREFS score (€1,979.36 vs. €1,794.49; p < 0.01), and in high-volume hospitals (€1,941.48 vs. €1,723.92; p = 0.02). Early response to first-line treatment reduced annual costs by -€368.95 (p < 0.01), by avoiding further medical procedures.

Conclusion: First year after EoE diagnosis produces significant direct costs in Spain, mainly due to endoscopic procedures, which are reduced in early responders to first-line therapy. Research for non-invasive methods for EoE assessment and identifying predictors of response are, therefore, key.

背景:尽管欧洲嗜酸性粒细胞性食管炎(EoE)的发病率越来越高,但其对经济的影响尚未得到充分研究,直接经济成本仍然未知。目的:评估西班牙EoE诊断后第一年的同期直接医疗费用,以确定关键的成本决定因素并评估可能影响这些成本的变量。方法:对2017-2018年EUREOS EoE CONNECT登记的西班牙参与者进行观察性研究。我们以2018年为基准年,以欧元计算内窥镜手术、门诊就诊、药物治疗、急诊室就诊和住院的平均年成本。从医疗保健提供者的角度,使用官方区域关税来估算直接成本;药物治疗使用官方价目表。用多变量模型评估成本差异和决定因素。结果:302例患者(76.5%为男性,77.5%为成人)每人每年的EoE直接费用平均为1,842.07欧元(SD€795.69)。内镜检查占其中的68%,其次是门诊(15.9%)和药物处方(10.8%)。与成人患者相比,儿科患者的成本更高(2,101.51欧元对1,784.29欧元)。结论:在西班牙,EoE诊断后的第一年产生了显著的直接成本,主要是由于内窥镜手术,这在一线治疗的早期反应者中减少了。因此,研究无创EoE评估方法和确定反应预测因素是关键。
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引用次数: 0
Multinational stakeholder engagement to inform future development and refinement of the EuroQol toddler and infant populations (EQ-TIPS). 跨国利益相关者参与,为未来发展和完善EuroQol幼儿和婴儿人口(EQ-TIPS)提供信息。
IF 3 3区 医学 Q1 ECONOMICS Pub Date : 2025-11-18 DOI: 10.1007/s10198-025-01865-5
J Verstraete, S Schieskow, J Jelsma, M Herdman, B M Morrow, K Dalziel, E Bidgood

Background: The EQ-TIPS (v2.0) is an experimental instrument to measure and value the HRQoL in children aged 0-3 years. This study consulted experts and caregivers to (a) review the instrument's wording and content for global relevance; (b) assess the need for additional dimensions; (c) identify potential challenges in measuring HRQoL in young children.

Methods: Participants included 26 HRQoL experts, 28 child health and development experts, and 65 caregivers of young children, recruited through snowballing and international networks. Participants completed online surveys, with analyses involving thematic assessment of open-ended responses and frequency reporting of closed-ended responses.

Results: EQ-TIPS v2.0 was positively received with participants recognising its potential value in clinical practice, health research and policymaking. There was limited consensus amongst experts regarding the use of the term 'age-appropriate' within the EQ-TIPS dimensions. Concern was highlighted regarding the perceived overlap between social interaction and communication; and whether in their currently worded forms they are distinct enough to warrant being separate dimensions. Furthermore, respondents questioned whether the dimensions are sensitive enough to account for the nuances of a child's abilities across the age range. It was suggested that introducing examples across all dimensions would decrease this subjectivity of proxy reporting and reduce the global differences in perceptions of dimensions. Additional dimensions suggested for further investigation at the multinational level were sleep and emotional functioning.

Conclusion: Further multinational development of the EQ-TIPS will be guided by expert and caregiver input, with proposed descriptive system modifications to be qualitatively tested in subsequent research.

背景:EQ-TIPS (v2.0)是一种测量和评价0-3岁儿童HRQoL的实验仪器。本研究咨询了专家和护理人员,以便(a)审查文书的措辞和内容,使其具有全球相关性;(b)评估是否需要增加尺寸;(c)确定测量幼儿HRQoL的潜在挑战。方法:采用滚雪球法和国际网络招募的方法,包括26名HRQoL专家、28名儿童健康与发展专家和65名幼儿护理人员。参与者完成了在线调查,分析包括对开放式答复的专题评估和对封闭式答复的频率报告。结果:EQ-TIPS v2.0得到了积极的评价,与会者认识到它在临床实践、卫生研究和政策制定方面的潜在价值。关于在EQ-TIPS维度中使用术语“适龄”,专家之间的共识有限。人们对社会互动和沟通之间的重叠表示关注;以及在它们目前的表述形式中,它们是否有足够的区别来保证它们是独立的维度。此外,受访者质疑这些维度是否足够敏感,以解释儿童在不同年龄范围内能力的细微差别。有人建议,在所有方面引入例子将减少代理报告的这种主观性,并减少对各方面看法的全球差异。建议在多国层面进一步调查的其他方面是睡眠和情绪功能。结论:EQ-TIPS的进一步跨国开发将以专家和护理人员的意见为指导,拟议的描述性系统修改将在随后的研究中进行定性测试。
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引用次数: 0
Eliciting discounting model and direction at the individual level with time trade-off follow-up questions. 在个体层面引出贴现模型和方向,并提出时间权衡的后续问题。
IF 3 3区 医学 Q1 ECONOMICS Pub Date : 2025-11-12 DOI: 10.1007/s10198-025-01866-4
Michał Jakubczyk

Objective: Time preference is increasingly considered in health state valuation. As its inclusion impacts the produced value sets, it is important to account for it using the correct specification. Various discounting functions have been used, and both directions of time preference have been identified. I aimed to extend the composite time-trade off task (composite TTO, cTTO) by follow-up questions (TTOFUs) to identify the discounting function and direction for individual respondents.

Methods: Respondents completed cTTO tasks for 6 EQ-5D-5L health states. If utility exceeded 0.1, three TTOFUs (Q1-Q3) were posed. Each TTOFU modified the indifference-yielding alternative by halving durations (Q1) or adding a 5-year lead-time in full health (Q2) or a 5-year lag-time in the valued state (Q3). As shown in the paper, the pattern of Q1-Q3 answers unambiguously discerns the discounting function (exponential, power, or hyperbolic) and direction.

Results: Data from 148 respondents, 16 health states, and 577 respondent-state pairs were analysed. Only 20.4% of pairs yielded theoretically-plausible patterns, and among those 60% imply no time preference. For Q2 and Q3, responses mostly implied negative ([Formula: see text]) and positive ([Formula: see text]) time preference, respectively. Majority-rule pooling within respondents produced a pattern not matching the considered discounting models but that can arise when quality-of-life and longevity are combined additively, not multiplicatively as in the quality-adjusted life years (QALY) model.

Conclusions: Standard discounting models poorly fit observed choices in TTO-like questions. The discounting parameters measured in other studies may be driven by other phenomena, including departures from the QALY model. Hence, careful interpretation of estimated parameters is warranted, and future studies are recommended.

目的:时间偏好在健康状态评估中越来越受到重视。由于它的包含会影响生成的值集,因此使用正确的规范来解释它是很重要的。使用了各种贴现函数,并确定了时间偏好的两个方向。我旨在通过后续问题(TTOFUs)扩展复合时间权衡任务(复合TTO, cTTO),以确定个体受访者的贴现功能和方向。方法:被调查者完成6个EQ-5D-5L健康状态的cTTO任务。如果效用超过0.1,则提出3个ttofu (Q1-Q3)。每个TTOFU通过将持续时间减半(Q1)或在完全健康状态下增加5年的前置时间(Q2)或在有价状态下增加5年的滞后时间(Q3)来修改无差异收益替代方案。如本文所示,Q1-Q3答案的模式明确区分了贴现函数(指数函数、幂函数或双曲函数)和方向。结果:分析了148名答复者、16个卫生州和577对答复者-州的数据。只有20.4%的组合产生了理论上可信的模式,其中60%没有时间偏好。对于第二季度和第三季度,回答大多暗示消极([公式:见文本])和积极([公式:见文本])的时间偏好。多数规则池在受访者中产生的模式与所考虑的折扣模型不匹配,但当生活质量和寿命相加时,可能会出现这种情况,而不是像质量调整生命年(QALY)模型那样相乘。结论:标准折扣模型在类似于wto的问题中不能很好地拟合观察到的选择。在其他研究中测量的贴现参数可能是由其他现象驱动的,包括偏离QALY模型。因此,有必要仔细解释估计的参数,并建议进行进一步的研究。
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引用次数: 0
Change in healthcare resource use and associated costs of patients with metastatic lung cancer between 2013 and 2021: an observational study from the French national health data system. 2013年至2021年间转移性肺癌患者医疗资源使用和相关费用的变化:来自法国国家卫生数据系统的一项观察性研究
IF 3 3区 医学 Q1 ECONOMICS Pub Date : 2025-11-12 DOI: 10.1007/s10198-025-01864-6
Christos Chouaid, Clarisse Marchal, Marion Apert, Lionel Bensimon, Valérie Guimard, Mélanie Née, Manon Belhassen, Gérard de Pouvourville, Jean-Yves Blay

Introduction: Treatment landscape in metastatic lung cancer has progressed quickly over the last decade, mainly due to immunotherapies and targeted therapies. This study aimed to describe changes in costs associated with metastatic lung cancer in France.

Materials and methods: A cohort of patients identified between 2013 and 2021 with lung cancer and a marker of metastases (ICD-10 code or reimbursement for Bevacizumab or Pemetrexed) was built from the French claims database. Healthcare resource use was described each year. The trend in total mean monthly costs (MMC) expressed in gross price over the study period was studied using Joinpoint software.

Results: Between 2013 and 2021, 147,760 metastatic lung cancer patients were identified (men :66.5%, median age: 66 years). The annual cost for all patients increased from 611,074,408€ in 2013 (N = 24,595) to 1,308,745,922€ in 2021 (N = 40,321). The MMC per patient decreased from 2013 to 2015 (from 5,853€ to 4,895€), by 9.37% per year (95%CI: -17.30; -0.69), then stabilized (0.90%; 95%CI: -0.84; 2.66). An increase in drug acquisition MMC in the same proportions as the decrease in full hospitalization MMC was observed, excluding 2020.

Conclusion: Although the global cost of metastatic lung cancer management has increased, the MMC per patient has not notably surged between 2013 and 2021. Drug acquisition MMC increase was offset by reduced full hospitalization MMC (excluding 2020), resulting in no significant uptrend. These results suggest that the global management cost increase is mainly driven by epidemiological and demographic factors. This highlights the importance of continued investment in prevention and in therapeutic innovations that may improve outcomes.

在过去的十年中,转移性肺癌的治疗前景发展迅速,主要是由于免疫治疗和靶向治疗。本研究旨在描述法国转移性肺癌相关费用的变化。材料和方法:从法国索赔数据库中建立了2013年至2021年间确定的肺癌和转移标志物(ICD-10代码或贝伐单抗或培美曲塞报销)的患者队列。每年对医疗保健资源的使用情况进行描述。使用Joinpoint软件研究了在研究期间以总价格表示的总平均月成本(MMC)的趋势。结果:2013年至2021年间,147760例转移性肺癌患者被确诊(男性:66.5%,中位年龄:66岁)。所有患者的年费用从2013年的611074408欧元(N = 24595)增加到2021年的1308745922欧元(N = 40321)。每位患者的MMC从2013年到2015年下降(从5,853欧元到4,895欧元),每年下降9.37% (95%CI: -17.30; -0.69),然后稳定(0.90%;95%CI: -0.84; 2.66)。除2020年外,药物获取MMC的增加与完全住院MMC的减少比例相同。结论:尽管全球转移性肺癌治疗成本有所增加,但2013年至2021年期间,每位患者的MMC并没有显著增加。药品采购MMC的增加被全额住院MMC的减少所抵消(不包括2020年),导致没有明显的上升趋势。这些结果表明,全球管理成本的增加主要是由流行病学和人口因素驱动的。这突出了继续投资于预防和可能改善结果的治疗创新的重要性。
{"title":"Change in healthcare resource use and associated costs of patients with metastatic lung cancer between 2013 and 2021: an observational study from the French national health data system.","authors":"Christos Chouaid, Clarisse Marchal, Marion Apert, Lionel Bensimon, Valérie Guimard, Mélanie Née, Manon Belhassen, Gérard de Pouvourville, Jean-Yves Blay","doi":"10.1007/s10198-025-01864-6","DOIUrl":"https://doi.org/10.1007/s10198-025-01864-6","url":null,"abstract":"<p><strong>Introduction: </strong>Treatment landscape in metastatic lung cancer has progressed quickly over the last decade, mainly due to immunotherapies and targeted therapies. This study aimed to describe changes in costs associated with metastatic lung cancer in France.</p><p><strong>Materials and methods: </strong>A cohort of patients identified between 2013 and 2021 with lung cancer and a marker of metastases (ICD-10 code or reimbursement for Bevacizumab or Pemetrexed) was built from the French claims database. Healthcare resource use was described each year. The trend in total mean monthly costs (MMC) expressed in gross price over the study period was studied using Joinpoint software.</p><p><strong>Results: </strong>Between 2013 and 2021, 147,760 metastatic lung cancer patients were identified (men :66.5%, median age: 66 years). The annual cost for all patients increased from 611,074,408€ in 2013 (N = 24,595) to 1,308,745,922€ in 2021 (N = 40,321). The MMC per patient decreased from 2013 to 2015 (from 5,853€ to 4,895€), by 9.37% per year (95%CI: -17.30; -0.69), then stabilized (0.90%; 95%CI: -0.84; 2.66). An increase in drug acquisition MMC in the same proportions as the decrease in full hospitalization MMC was observed, excluding 2020.</p><p><strong>Conclusion: </strong>Although the global cost of metastatic lung cancer management has increased, the MMC per patient has not notably surged between 2013 and 2021. Drug acquisition MMC increase was offset by reduced full hospitalization MMC (excluding 2020), resulting in no significant uptrend. These results suggest that the global management cost increase is mainly driven by epidemiological and demographic factors. This highlights the importance of continued investment in prevention and in therapeutic innovations that may improve outcomes.</p>","PeriodicalId":51416,"journal":{"name":"European Journal of Health Economics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145497402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mapping of the EORTC QLQ-LC43 to EQ-5D-5 L index in patients with lung cancer: comparison of traditional regression models with machine learning technique. 肺癌患者EORTC QLQ-LC43与eq - 5d - 5l指数的映射:传统回归模型与机器学习技术的比较
IF 3 3区 医学 Q1 ECONOMICS Pub Date : 2025-11-12 DOI: 10.1007/s10198-025-01842-y
Longlin Jiang, Yan Miao, Hong Zhou, Lin Peng, Yongtao Han, Xi Luo, Qiuling Shi, Xuefeng Leng, Qing Yang

Objective: The objective of this study was to create a mapping algorithm by utilizing traditional regression analyses and a machine learning approach to estimate EQ-5D-5 L values based on EORTC QLQ-LC43 data in the absence of direct EQ-5D-5 L measurements.

Methods: Data for EQ-5D-5 L and EORTC QLQ-LC43 were collected from patients with lung cancer at the Departments of Thoracic Surgery, Medical Oncology, and Radiation Oncology at Sichuan Cancer Hospital. Mapping algorithms were applied using the ordinary least squares model (OLS), Tobit model, Beta mixture regression (BM), the adjusted limited dependent variable mixture model (ALDVMM), and ridge regression (RR) as a machine learning model to map QLQ-LC43 results based on EQ-5D-5 L scores. To develop these models, dimension scores, squared items, and interaction items were incorporated. Performance metrics, including R², root mean square error (RMSE), and mean absolute error (MAE), were used to identify the optimal model. The stability of the models was assessed using five-fold cross-validation (CV).

Results: The Beta mixture regression model (BETAMIX M1A), incorporating all dimensions of QLQ-C30 and QLQ-LC13 as covariates, exhibited the best mapping performance. The final prediction metrics were R²=0.816, RMSE = 0.125, MAE = 0.083, AIC=-717.810, and BIC=-482.609. The BM model has good explanatory ability and low prediction error. Five-fold cross-validation (CV) results also demonstrated that the BM model had the best mapping power.

Conclusions: This study developed an optimized mapping algorithm to predict the utility index from the QLQ-LC43 to the EQ-5D-5 L, offering an effective alternative for estimating EQ-5D-5 L values when preference-based health utility data are unavailable.

目的:本研究的目的是在没有直接测量eq - 5d - 5l的情况下,基于EORTC QLQ-LC43数据,利用传统的回归分析和机器学习方法建立一种映射算法来估计eq - 5d - 5l值。方法:收集四川省肿瘤医院胸外科、内科肿瘤科和放射肿瘤科肺癌患者的eq - 5d - 5l和EORTC QLQ-LC43数据。映射算法采用普通最小二乘模型(OLS)、Tobit模型、Beta混合回归(BM)、调整有限因变量混合模型(ALDVMM)和岭回归(RR)作为机器学习模型,基于eq - 5d - 5l分数映射QLQ-LC43结果。为了开发这些模型,维度得分、平方项和交互项被合并。使用R²、均方根误差(RMSE)和平均绝对误差(MAE)等性能指标来确定最优模型。采用五重交叉验证(CV)评估模型的稳定性。结果:以QLQ-C30和QLQ-LC13的所有维度为协变量的Beta混合回归模型(BETAMIX M1A)表现出最佳的映射性能。最终预测指标R²=0.816,RMSE = 0.125, MAE = 0.083, AIC=-717.810, BIC=-482.609。BM模型具有较好的解释能力和较低的预测误差。五倍交叉验证(CV)结果也表明,BM模型具有最佳的映射能力。结论:本研究开发了一种优化的映射算法来预测从QLQ-LC43到eq - 5d - 5l的效用指数,为在无法获得基于偏好的健康效用数据时估计eq - 5d - 5l值提供了一种有效的替代方法。
{"title":"Mapping of the EORTC QLQ-LC43 to EQ-5D-5 L index in patients with lung cancer: comparison of traditional regression models with machine learning technique.","authors":"Longlin Jiang, Yan Miao, Hong Zhou, Lin Peng, Yongtao Han, Xi Luo, Qiuling Shi, Xuefeng Leng, Qing Yang","doi":"10.1007/s10198-025-01842-y","DOIUrl":"https://doi.org/10.1007/s10198-025-01842-y","url":null,"abstract":"<p><strong>Objective: </strong>The objective of this study was to create a mapping algorithm by utilizing traditional regression analyses and a machine learning approach to estimate EQ-5D-5 L values based on EORTC QLQ-LC43 data in the absence of direct EQ-5D-5 L measurements.</p><p><strong>Methods: </strong>Data for EQ-5D-5 L and EORTC QLQ-LC43 were collected from patients with lung cancer at the Departments of Thoracic Surgery, Medical Oncology, and Radiation Oncology at Sichuan Cancer Hospital. Mapping algorithms were applied using the ordinary least squares model (OLS), Tobit model, Beta mixture regression (BM), the adjusted limited dependent variable mixture model (ALDVMM), and ridge regression (RR) as a machine learning model to map QLQ-LC43 results based on EQ-5D-5 L scores. To develop these models, dimension scores, squared items, and interaction items were incorporated. Performance metrics, including R², root mean square error (RMSE), and mean absolute error (MAE), were used to identify the optimal model. The stability of the models was assessed using five-fold cross-validation (CV).</p><p><strong>Results: </strong>The Beta mixture regression model (BETAMIX M1A), incorporating all dimensions of QLQ-C30 and QLQ-LC13 as covariates, exhibited the best mapping performance. The final prediction metrics were R²=0.816, RMSE = 0.125, MAE = 0.083, AIC=-717.810, and BIC=-482.609. The BM model has good explanatory ability and low prediction error. Five-fold cross-validation (CV) results also demonstrated that the BM model had the best mapping power.</p><p><strong>Conclusions: </strong>This study developed an optimized mapping algorithm to predict the utility index from the QLQ-LC43 to the EQ-5D-5 L, offering an effective alternative for estimating EQ-5D-5 L values when preference-based health utility data are unavailable.</p>","PeriodicalId":51416,"journal":{"name":"European Journal of Health Economics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145497384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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European Journal of Health Economics
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