Ribarić Elizabeta, Velić Ismar, Bobinac Ana
University of Rijeka, Faculty of Economics and Business, Center for Health Economics and Pharmacoeconomics (CHEP), Ivana Filipovića 4, 51000, Rijeka, Croatia.
Eur J Health Econ. 2025 Mar;26(2):183-198. doi: 10.1007/s10198-024-01693-z. Epub 2024 May 20.
We estimate the first monetary value of a health gain in Croatia to inform the debate about the appropriate "demand-side" cost-effectiveness thresholds in Croatia but also Central and Eastern Europe, where such debates are still uncommon. We test the empirical support for two equity considerations: age and severity operationalized as proportional shortfall (PS), and propose a pragmatic framework for combining equity considerations with the monetary value of health into a single threshold.
We used the contingent valuation method to elicit the willingness to pay per Quality-Adjusted Life Year (QALY) in Croatia, using a representative sample of the population (N = 1,500, online survey). 29 EQ-5D health states were valued using payment scales and open-ended question as payment vehicles. To test the hypotheses, we used both parametric tests and non-parametric tests. Multilinear regression was employed to test the theoretical validity of the results.
The monetary value of a health gain in Croatia is equivalent to 1.15 of GDP per capita (equaling €17,000). Age of patients seems to be an important equity-related characteristic. The WTP per QALY in the age-neutral risk group (€11,900) was nearly equivalent to the WTP per QALY in the adult (neutral) risk group (€11,700) but lower by 16% compared to the WTP per QALY estimated in children (€14,200; p = 0.00). WTP estimates are theoretically valid and to, a small degree, scale sensitive. There is a positive association between the level of proportional shortfall and willingness to pay. To increase the usefulness of our results for the policy-makers, we combine the elicited preferences into a single decision-making framework and construct several cost-effectiveness thresholds based on willingness to pay and equity-related preferences. Based on empirical results, cost-effectiveness thresholds could range up to €20,308 for the most severe health conditions in children or could be lowered to €16,777 for less severe health conditions.
In Central and Eastern Europe, in spite of a growing understanding of the importance of further developing value-based assessment frameworks there has been very little empirical research to guide, inform and promote this development. Countries in this region use mainly GDP-based thresholds without empirical evidence to support such important decisions. This may lead to thresholds that are too high, with detrimental consequence for the pricing and reimbursement systems.
我们估算了克罗地亚健康收益的首个货币价值,以推动关于克罗地亚乃至中欧和东欧适当的“需求侧”成本效益阈值的讨论,而在这些地区此类讨论仍不常见。我们检验了两个公平考量因素的实证依据:年龄和以比例缺口(PS)衡量的严重程度,并提出了一个务实框架,将公平考量因素与健康的货币价值结合到一个单一阈值中。
我们采用条件价值评估法,通过对克罗地亚具有代表性的人群样本(N = 1500,在线调查)进行调查,来获取每质量调整生命年(QALY)的支付意愿。使用支付量表和开放式问题作为支付手段,对29种EQ - 5D健康状态进行估值。为检验假设,我们同时使用了参数检验和非参数检验。采用多元线性回归来检验结果的理论有效性。
克罗地亚健康收益的货币价值相当于人均国内生产总值的1.15倍(即17000欧元)。患者年龄似乎是一个与公平相关的重要特征。年龄中性风险组每QALY的支付意愿(11900欧元)与成人(中性)风险组每QALY的支付意愿(11700欧元)几乎相当,但与儿童每QALY的支付意愿估计值(14200欧元;p = 0.00)相比低16%。支付意愿估计值在理论上是有效的,且在一定程度上对规模敏感。比例缺口水平与支付意愿之间存在正相关。为提高我们的结果对政策制定者的有用性,我们将得出的偏好整合到一个单一的决策框架中,并根据支付意愿和与公平相关的偏好构建了几个成本效益阈值。根据实证结果,对于儿童最严重的健康状况,成本效益阈值可能高达20308欧元;对于不太严重的健康状况,阈值可能降至16777欧元。
在中欧和东欧,尽管人们越来越认识到进一步发展基于价值的评估框架的重要性,但几乎没有实证研究来指导、告知和推动这一发展。该地区国家主要使用基于国内生产总值的阈值,却没有实证证据来支持此类重要决策。这可能导致阈值过高,对定价和报销系统产生不利影响。