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The health and long-term care costs in the last year of life in The Netherlands.
IF 3.1 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-26 DOI: 10.1007/s10198-025-01763-w
Christel E van Dijk, Tristan Langereis, Jan-Willem H Dik, Trynke Hoekstra, Bernard van den Berg

Knowing the determinants of rising health and long-term care costs is crucial to support cost containment policies and to predict future expenditures. According to the "red herring" debate, not ageing per se, but proximity to death is the most important determinant of future expenditures. This study aims to update and expand the existing Dutch literature after two major reforms in health and long-term care. Insurance claims data from 2018-2019 of 13,738,193 insured individuals were included. Using negative binomial regression analyses, the association between deceased individuals and survivors on total health and long-term care costs was investigated, as well as per health care sector. Costs rose sharply in the two months prior to death. Regression models showed an association with total health and long-term care costs of 10.8 for deceased individuals compared with survivors (crude model) and 3.3 (adjusted model). Especially including age and chronic diseases decreased the association. The largest differences in costs between deceased individuals and survivors in the adjusted model were found for geriatric rehabilitation care and primary care stays (16.7), home nursing (10,6), and long-term care (9.3). Not just the costs of deceased individuals are important for health care costs, but also age, as measured by being in the highest age category, and chronic diseases. The costs of deceased individuals were heterogeneous across health care sectors.

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引用次数: 0
Price transparency in the Dutch market-based health care system: did price dispersion for similar hospital services reduce over time?
IF 3.1 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-22 DOI: 10.1007/s10198-025-01759-6
Frédérique Franken, Rudy Douven, Stéphanie van der Geest, Marco Varkevisser

In market-based health care systems, insurers negotiate prices of hospital care products with providers. While few countries disclose these negotiated prices, in 2016, the Dutch government required the disclosure of insurer-provider negotiated prices for hospital products up to €885 - the maximum deductible in the Netherlands - to enhance price transparency. This aimed to increase price awareness among and price transparency for consumers, insurers, and providers, fostering price competition. We study if price dispersion for relatively homogeneous hospital care products decreased post-publication, resulting in price convergence. We used negotiated price data from three major Dutch health insurers on over 200 hospital products. Using descriptive statistics and linear regression, with the coefficient of variation (a measure of dispersion) regressed on the year, we examined the development of price dispersion and the occurrence of price convergence. Price dispersion for the studied sample of hospital products decreased by an average of 29% between 2016 and 2022. This decrease was not accompanied by a price level increase that was larger than expected based on general inflation. Regression analysis showed a significant negative association between year and the coefficient of variation, indicating price convergence. These findings support our hypothesis that price dispersion decreased after mandatory price disclosure. The government mandate potentially increased awareness of largely unexplainable price differences for products priced below €885, encouraging insurers and providers to reduce these through the negotiation process. The observed price convergence likely benefits patients, as it results in less random out-of-pocket payments across providers for the same hospitals products.

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引用次数: 0
Cost comparison analysis of onasemnogene abeparvovec and nusinersen for treatment of patients with spinal muscular atrophy type 1 in the Netherlands.
IF 3.1 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-21 DOI: 10.1007/s10198-024-01754-3
Simon van der Schans, Rimma Velikanova, Diana Weidlich, Ruth Howells, Anish Patel, Matthias Bischof, Maarten J Postma, Cornelis Boersma

Background: Spinal muscular atrophy (SMA) is a rare genetic disease resulting in loss of motor function and, in severe cases (e.g., SMA type 1), infantile death. While treatments like nusinersen and onasemnogene abeparvovec improve prognosis for patients with SMA, costs for these medications can contribute to economic burden.

Objective: Direct costs were compared for onasemnogene abeparvovec, a one-time gene replacement therapy, versus nusinersen, a lifelong therapy, for patients with SMA type 1 and/or three or more survival motor neuron 2 (SMN2) gene copies in the Netherlands.

Methods: A cost comparison analysis model of 1-year incident patient population from the Netherlands was used to compare costs of onasemnogene abeparvovec versus nusinersen for patients eligible for onasemnogene abeparvovec immediately after diagnosis. Multiple analyses were conducted for economic outcomes (e.g., base-case, break-even, deterministic sensitivity, probabilistic sensitivity, scenario analyses).

Results: Cost differences of -€2.9 million (undiscounted) and -€1.5 million (discounted) per patient with SMA type 1 treated with onasemnogene abeparvovec versus nusinersen over a 20-year time horizon were identified (base-case). Reduced costs with onasemnogene abeparvovec versus nusinersen were evident after 8.25 years.

Conclusion: Onasemnogene abeparvovec was less costly than nusinersen after 8.25 years of treatment of patients with SMA type 1 in the Netherlands.

背景:脊髓性肌萎缩症(SMA)是一种罕见的遗传疾病,会导致患者丧失运动功能,严重者(如 SMA 1 型)会导致婴儿死亡。尽管纽西奈森和奥那西喹阿替巴韦克等治疗方法可改善 SMA 患者的预后,但这些药物的费用也会加重患者的经济负担:目的:比较了荷兰SMA 1型和/或三个或更多存活运动神经元2(SMN2)基因拷贝患者的一次性基因替代疗法onasemnogene abeparvovec和终身疗法nusinersen的直接成本:方法:采用荷兰1年发病患者人群的成本比较分析模型,比较符合条件的患者在确诊后立即接受onasemnogene abeparvovec与nusinersen治疗的成本。对经济结果进行了多重分析(如基本情况分析、盈亏平衡分析、确定性敏感性分析、概率敏感性分析、情景分析):结果:在 20 年的时间跨度内,每名接受 onasemnogene abeparvovec 治疗的 1 型 SMA 患者与接受 nusinersen 治疗的患者的成本差异分别为-290 万欧元(未贴现)和-150 万欧元(贴现)(基础案例)。8.25 年后,onasemnogene abeparvovec 与 nusinersen 相比明显降低了成本:结论:在荷兰,onasemnogene abeparvovec 治疗 1 型 SMA 患者 8.25 年后的费用低于 nusinersen。
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引用次数: 0
Routine measurement in low back pain; towards a pragmatic patient-reported productivity cost outcome measurement using the institute for medical technology assessment productivity cost questionnaire.
IF 3.1 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-21 DOI: 10.1007/s10198-025-01756-9
Adekunle Z Ademiluyi, Antoinette D I van Asselt, Michiel F Reneman

Purpose: The iMTA productivity cost questionnaire (iPCQ) has been recommended as a measurement tool for productivity cost, however, its use in routine care is hindered by the length of this questionnaire (18 questions). This study developed and tested a short-form (SF-) iPCQ.

Method: A secondary analysis of the Groningen Spine Cohort's baseline data from patients with low back pain referred for tertiary care was performed. Six SFs were evaluated against the comprehensive iPCQ. Spearman correlation (r), intraclass correlation coefficient (ICC, agreement), standard error of measurement (SEM), and Bland-Altman's plot tested the congruence of the SFs with the comprehensive iPCQ.

Results: The sample consisted of 1220 patients with low back pain. The SF version with the highest correlation (SF-3; 7 items) with the comprehensive iPCQ had r = 0.99, ICC = 0.99, SEM = 295, while the SF with the least number of items (SF-6; 5 items) had r = 0.84, ICC = 0.91, SEM = 2063. The mean productivity cost estimates of SF-3 and SF-6 were €3414 (95% CI: 3036-3791) and €3333 (95% CI: 2970-3696) respectively while that for the comprehensive iPCQ amounted to €3456 (95% CI: 3189-3720).

Conclusion: A SF with seven questions was developed with a high agreement with the comprehensive iPCQ. Initial clinimetric testing was satisfactory. Further assessment is recommended.

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引用次数: 0
Population norms for the EQ-5D-5L for Hungary: comparison of online surveys and computer assisted personal interviews.
IF 3.1 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-21 DOI: 10.1007/s10198-024-01755-2
Márta Péntek, Viktor Jáger, Áron Kincses, Áron Hölgyesi, Zsombor Zrubka, Petra Baji, Levente Kovács, László Gulácsi

Background and objectives: The aims of this study were to provide population norms for EQ-5D-5L in Hungary and investigate the differences in EQ-5D-5L normative data by survey mode, i.e. online surveys and computer assisted personal interviews (CAPI).

Methods: A pooled database was built comprising six online (N = 7,034) and two CAPI (N = 3,020) population-based studies with the EQ-5D-5L. Descriptive statistics were performed. Multinominal logistic and linear regression analyses were applied to compare the online and CAPI samples. Traditional and machine learning regression tools were used to investigate the determinants of EQ-5D-5L index values.

Results: 'No problems' in any of the five EQ-5D-5L domains were reported by 33.9% (online) and 58.9% (CAPI) of the participants. Most problems were reported on the pain/discomfort domain in both study types (51.9% and 33.6%, respectively). Men and more educated respondents had significantly higher average EQ-5D-5L index values. EQ-5D-5L index values and EQ VAS scores were significantly higher in the CAPI sample, except in age groups 65-74 (no difference) and 75+ (online scores were significantly higher). Only 7-10% of variance in the EQ-5D-5L index values was explained by the variables survey mode, education, sex and age, with age having the largest and sex the smallest effect.

Conclusions: EQ-5D-5L population norms derived from online and CAPI studies may differ significantly from each other. It is recommended to consider the survey mode, sampling and sociodemographic characteristics of the participants when choosing population norms as reference set. Further comparative studies investigating EQ-5D-5L population norms by different study designs and administration modes are encouraged.

背景和目的:本研究旨在提供匈牙利 EQ-5D-5L 的人群标准,并调查不同调查模式(即在线调查和计算机辅助个人访谈 (CAPI))下 EQ-5D-5L 标准数据的差异:方法:建立了一个汇总数据库,其中包括六项在线(N = 7,034 )和两项 CAPI(N = 3,020 )基于人口的 EQ-5D-5L 研究。进行了描述性统计。应用多项式逻辑和线性回归分析来比较在线样本和 CAPI 样本。传统和机器学习回归工具用于研究 EQ-5D-5L 指数值的决定因素:结果:33.9%(在线)和 58.9%(CAPI)的参与者报告在 EQ-5D-5L 五个领域中的任何一个领域 "没有问题"。在两种研究类型中,大多数问题都出现在疼痛/不适领域(分别为 51.9% 和 33.6%)。男性和受教育程度较高的受访者的平均 EQ-5D-5L 指数值明显更高。除 65-74 岁年龄组(无差异)和 75 岁以上年龄组(在线评分明显更高)外,CAPI 样本的 EQ-5D-5L 指数值和 EQ VAS 评分明显更高。调查方式、教育程度、性别和年龄等变量只能解释 7-10% 的 EQ-5D-5L 指数值差异,其中年龄的影响最大,性别的影响最小:结论:从在线研究和 CAPI 研究中得出的 EQ-5D-5L 人群标准值可能存在显著差异。结论:从在线研究和 CAPI 研究中得出的 EQ-5D-5L 人口常模可能会有很大差异,建议在选择人口常模作为参考集时考虑调查模式、抽样和参与者的社会人口特征。鼓励进一步开展比较研究,调查不同研究设计和管理模式下的 EQ-5D-5L 人口常模。
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引用次数: 0
Age, morbidity, and time to death: End-of-life expenditures on health care for the young-old population.
IF 3.1 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-11 DOI: 10.1007/s10198-025-01757-8
Irene Torrini, Claudio Lucifora, Antonio Giampiero Russo

In this paper, we analyze resource allocation and explore the life-cycle evolution of health care expenditures (HCE) by investigating the effect of age, morbidity and time to death (TTD) on HCE for the young-old population. Using a rich 10-year population-level panel, we estimate a fixed-effects model to analyze HCE patterns for different health care services and by primary disease. Our main findings indicate that the effect of age on total HCE is lower when morbidity is controlled for while it increases when we also condition on TTD. This indicates that, compared to those incurred at older ages, earlier deaths are associated with higher HCE. At younger ages, increased expenditures are also observed as the severity of the health condition deteriorates. We also show that expenses for out-of-hospital services mainly drive the evolution of total HCE by age, while inpatient expenses are primarily determined by morbidity and TTD. In the end-of-life period, hospital costs continue to rise, whereas expenses incurred for all other services fall sharply in the year of death. We prove that expenses for long-lasting conditions start to increase long before death, while those for acute conditions grow exponentially only in the last two years of life. Our work contributes to informing cost-containment policies through a better understanding of HCE evolution during the life cycle and in the last years of life.

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引用次数: 0
Changes in disposable income of Polish households and growing trends in alcohol mortality.
IF 3.1 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-06 DOI: 10.1007/s10198-025-01758-7
Jacek Moskalewicz, Jakub Stokwiszewski, Łukasz Wieczorek, Bogdan Wojtyniak

Background: Most of the studies investigate impact of affordability at national or regional levels with less attention being paid on changes in affordability and their impact on different socio-economic groups.

Objectives: The aim of this article is better understanding of variations in alcohol male mortality in different socio-economic groups by a careful examination of changes in disposable income and alcohol affordability in households of different education levels.

Methods: Data (2004-2018) on disposable income per household member were taken from a survey - Statistics Poland. Mortality data were taken from the national death register of Statistics Poland based on death certificates. Linear regression models were used to establish relationship between income, affordability and mortality.

Results: In the study period, disposable incomes increased substantially in the households with primary, vocational, and secondary education. In the households with university education, where incomes were much higher their pace of growth was much lower. Parallel, proportional alcohol male mortality increased substantially in three lower educational groups while remained almost stable among men with university education, in particular in the last ten years under the study. Clear, linear relationship was found within primary, vocational, and secondary education between proportional alcohol mortality and disposable income. Even, after inclusion into the model alcohol affordability, crucial role of changes in disposable income was confirmed as it explained much higher variation in mortality than affordability. No association was identified within households with university education.

Conclusions: The results of this study do not entirely confirm the relationship between alcohol affordability and mortality due to alcohol consumption in men as noted in the literature. Substantial and rapid increases in disposable income were shown as having much stronger impact. Policies which aim to reduce income disparities may produce negative unintended side-effects such as higher alcohol mortality among beneficiaries of these policies.

{"title":"Changes in disposable income of Polish households and growing trends in alcohol mortality.","authors":"Jacek Moskalewicz, Jakub Stokwiszewski, Łukasz Wieczorek, Bogdan Wojtyniak","doi":"10.1007/s10198-025-01758-7","DOIUrl":"https://doi.org/10.1007/s10198-025-01758-7","url":null,"abstract":"<p><strong>Background: </strong>Most of the studies investigate impact of affordability at national or regional levels with less attention being paid on changes in affordability and their impact on different socio-economic groups.</p><p><strong>Objectives: </strong>The aim of this article is better understanding of variations in alcohol male mortality in different socio-economic groups by a careful examination of changes in disposable income and alcohol affordability in households of different education levels.</p><p><strong>Methods: </strong>Data (2004-2018) on disposable income per household member were taken from a survey - Statistics Poland. Mortality data were taken from the national death register of Statistics Poland based on death certificates. Linear regression models were used to establish relationship between income, affordability and mortality.</p><p><strong>Results: </strong>In the study period, disposable incomes increased substantially in the households with primary, vocational, and secondary education. In the households with university education, where incomes were much higher their pace of growth was much lower. Parallel, proportional alcohol male mortality increased substantially in three lower educational groups while remained almost stable among men with university education, in particular in the last ten years under the study. Clear, linear relationship was found within primary, vocational, and secondary education between proportional alcohol mortality and disposable income. Even, after inclusion into the model alcohol affordability, crucial role of changes in disposable income was confirmed as it explained much higher variation in mortality than affordability. No association was identified within households with university education.</p><p><strong>Conclusions: </strong>The results of this study do not entirely confirm the relationship between alcohol affordability and mortality due to alcohol consumption in men as noted in the literature. Substantial and rapid increases in disposable income were shown as having much stronger impact. Policies which aim to reduce income disparities may produce negative unintended side-effects such as higher alcohol mortality among beneficiaries of these policies.</p>","PeriodicalId":51416,"journal":{"name":"European Journal of Health Economics","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143257235","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
Explaining variations in government health expenditure: evidence from Canada.
IF 3.1 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-03 DOI: 10.1007/s10198-024-01735-6
Livio Di Matteo, Fraser Summerfield

We examine factors affecting Canadian government health expenditure during 1968-2022. Our data provide evidence on expenditure decisions from 10 autonomous but similar healthcare systems operating under common standards and regulations. We show that expenditure-income elasticity as measured in the literature is sensitive to controls for the social determinants of health, rising from 0.23 to 0.35. We also extend the literature with novel results for total and for specific expenditure categories that have grown unevenly in recent decades finding higher elasticity for physician than for drug or hospital spending. Physician supply increases both hospital and physician expenditures. Mid-life population shares, often overlooked in the literature, explain changes in the rapidly growing drug expenditure category. Our relatively long time series allows us to illustrate the sensitivity of results to dynamic specifications, account for a structural break in 1996 and show that income elasticity has risen over time.

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引用次数: 0
The impact of different perspectives on the cost-effectiveness of remote patient monitoring for patients with heart failure in different European countries. 不同视角对欧洲各国心力衰竭患者远程患者监护成本效益的影响。
IF 3.1 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-01 Epub Date: 2024-05-03 DOI: 10.1007/s10198-024-01690-2
Hamraz Mokri, Pieter van Baal, Maureen Rutten-van Mölken

Background and objective: Heart failure (HF) is a complex clinical syndrome with high mortality and hospitalization rates. Non-invasive remote patient monitoring (RPM) interventions have the potential to prevent disease worsening. However, the long-term cost-effectiveness of RPM remains unclear. This study aimed to assess the cost-effectiveness of RPM in the Netherlands (NL), the United Kingdom (UK), and Germany (DE) highlighting the differences between cost-effectiveness from a societal and healthcare perspective.

Methods: We developed a Markov model with a lifetime horizon to assess the cost-effectiveness of RPM compared with usual care. We included HF-related hospitalization and non-hospitalization costs, intervention costs, other medical costs, informal care costs, and costs of non-medical consumption. A probabilistic sensitivity analysis and scenario analyses were performed.

Results: RPM led to reductions in HF-related hospitalization costs, but total lifetime costs were higher in all three countries compared to usual care. The estimated incremental cost-effectiveness ratios (ICERs), from a societal perspective, were €27,921, €32,263, and €35,258 in NL, UK, and DE respectively. The lower ICER in the Netherlands was mainly explained by lower costs of non-medical consumption and HF-related costs outside of the hospital. ICERs, from a healthcare perspective, were €12,977, €11,432, and €11,546 in NL, the UK, and DE, respectively. The ICER was most sensitive to the effectiveness of RPM and utility values.

Conclusions: This study demonstrates that RPM for HF can be cost-effective from both healthcare and societal perspective. Including costs of living longer, such as informal care and non-medical consumption during life years gained, increased the ICER.

背景和目的:心力衰竭(HF)是一种复杂的临床综合征,死亡率和住院率都很高。无创远程患者监测(RPM)干预措施有可能防止疾病恶化。然而,RPM 的长期成本效益仍不明确。本研究旨在评估荷兰(NL)、英国(UK)和德国(DE)的 RPM 成本效益,从社会和医疗保健角度强调成本效益之间的差异:方法:我们建立了一个马尔可夫模型,以终生视角评估 RPM 与常规护理相比的成本效益。我们将与心房颤动相关的住院和非住院费用、干预费用、其他医疗费用、非正规护理费用以及非医疗消费费用纳入模型。我们还进行了概率敏感性分析和情景分析:与常规护理相比,RPM 可降低与心房颤动相关的住院费用,但在所有三个国家中,终生总费用均较高。从社会角度来看,荷兰、英国和德国的估计增量成本效益比(ICER)分别为 27,921 欧元、32,263 欧元和 35,258 欧元。荷兰的 ICER 较低,主要原因是医院外的非医疗消费和心房颤动相关费用较低。从医疗角度来看,荷兰、英国和德国的 ICER 分别为 12,977 欧元、11,432 欧元和 11,546 欧元。ICER对RPM的有效性和效用值最为敏感:本研究表明,从医疗保健和社会角度来看,治疗高血压的 RPM 都具有成本效益。将延长寿命的成本(如非正式护理和寿命延长期间的非医疗消费)包括在内会增加 ICER。
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引用次数: 0
Is there a link between health care utilisation and subjective well-being? An exploratory study among older Danes. 医疗保健的使用与主观幸福感之间是否存在联系?一项针对丹麦老年人的探索性研究。
IF 3.1 3区 医学 Q1 ECONOMICS Pub Date : 2025-02-01 Epub Date: 2024-05-08 DOI: 10.1007/s10198-024-01691-1
Maiken Skovrider Aaskoven, Trine Kjær, Dorte Gyrd-Hansen

While extensive research has explored the influence of traditional factors such as socioeconomic position on health care utilisation, the independent role of an individual's well-being in their health care seeking behaviour remains largely uncharted territory. In this study, we delve into the role of subjective well-being (SWB) in health care utilisation. We use a unique link between survey data from a representative group of Danish citizens aged 50-80 and administrative register data containing information on health care utilisation and sociodemographics. We explore whether SWB is a predictor of health care utilisation (general practice services) over and above health (as measured by health-related quality of life (HRQoL)). We find that the association between SWB and number of services provided in general practice differs across levels of HRQoL. Among those with lower HRQoL, we find a positive association between health care utilisation and SWB. Results hold true even when controlling for previous health care utilisation, suggesting that the mechanism is not driven by reverse causality. Our findings suggest that, in particular for vulnerable individuals in poor health and with poor SWB, the propensity to seek care is inappropriately low, and there is a need for more proactive supply-driven health care.

尽管已有大量研究探讨了社会经济地位等传统因素对医疗保健使用的影响,但个人幸福感在其医疗保健寻求行为中的独立作用在很大程度上仍是未知领域。在本研究中,我们深入探讨了主观幸福感(SWB)在医疗保健使用中的作用。我们采用了一种独特的方法,将具有代表性的 50-80 岁丹麦公民群体的调查数据与包含医疗保健利用率和社会人口统计信息的行政登记数据联系起来。我们探讨了 SWB 是否是健康(以健康相关生活质量 (HRQoL) 衡量)之外的医疗保健利用率(全科服务)的预测因素。我们发现,在不同的 HRQoL 水平下,SWB 与全科医疗服务数量之间的关系有所不同。在 HRQoL 较低的人群中,我们发现医疗保健利用率与 SWB 之间存在正相关。即使控制了之前的医疗保健使用情况,结果也是如此,这表明该机制并非由反向因果关系驱动。我们的研究结果表明,特别是对于健康状况不佳、全部门权益较差的弱势人群而言,他们寻求医疗服务的倾向性过低,因此需要更加积极主动地提供以供应为导向的医疗服务。
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引用次数: 0
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European Journal of Health Economics
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