葡萄牙减肥手术的健康和经济收益:使用马尔可夫模型的深入分析。

IF 3.3 3区 经济学 Q1 ECONOMICS
Pedro Cardoso, Patrícia Redondo, Pedro Castro, Joana Sousa, Joana Oliveira Fagundes
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引用次数: 0

摘要

背景:肥胖是一种慢性疾病,在全球范围内对健康和经济产生重大影响。虽然包括饮食改变、生活方式改变和非靶向药物治疗在内的传统治疗方法被广泛使用,但它们在维持体重减轻方面的长期有效性仍然有限。代谢和减肥手术显示出优越的临床效益,包括合并症缓解和预期寿命延长,但与非手术治疗相比,其初始成本引起了人们对其经济可行性的担忧。因此,本研究评估了减肥手术与传统治疗的长期成本效益,考虑了葡萄牙医疗保健的健康结果和经济影响。方法:根据临床指南绘制患者旅程,并通过利益相关者访谈适应葡萄牙的背景。使用流行病学数据估计肥胖患病率和相关合并症。研究人员创建了一个马尔可夫模型,以月为周期,模拟10年、20年和一生的肥胖进程。该模型考虑了体重反弹、并发症和不同的健康状态,包括肥胖合并糖尿病、心血管疾病、中风、癌症和死亡。它是在R Studio中使用heemod包实现的。计算了直接医疗成本和健康结果。进行了500次迭代的概率敏感性分析(PSA)来评估不确定性。结果:结果表明,与传统治疗相比,减肥手术可提高预期寿命、质量调整生命年(QALYs),并减少肥胖相关的合并症。在10年的时间里,手术为每位患者带来6个QALYs,成本为9243欧元,而非手术臂为4.9个QALYs,成本为6328欧元。成本-效果分析表明,尽管初始成本较高,但随着时间的推移,减肥手术是具有成本效益的。每个QALY获得的增量成本估计为2756欧元,将减肥手术定位为普遍接受的意愿阈值(WTP)下经济上有利的干预措施。20年后,这一战略成为主导,改善了健康结果,同时降低了总体成本。在生命周期内,手术患者获得了7个额外的质量年,比非手术患者少花费4534欧元。PSA表明,这一战略的成本效益保持不变。结论:分析表明手术是改善预后和控制费用的有效策略。未来的研究应该完善模型,探索即将到来的治疗策略,因为可以获得更多关于其结果的证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Health and economic gains from bariatric surgery in Portugal: an in-depth analysis using a Markov model.

Health and economic gains from bariatric surgery in Portugal: an in-depth analysis using a Markov model.

Health and economic gains from bariatric surgery in Portugal: an in-depth analysis using a Markov model.

Health and economic gains from bariatric surgery in Portugal: an in-depth analysis using a Markov model.

Background: Obesity is a chronic condition with significant health and economic impact worldwide. While conventional treatments, including dietary changes, lifestyle modifications, and non-targeted pharmacotherapy, are widely used, their long-term effectiveness in sustaining weight loss remains limited. Metabolic and bariatric surgery has shown superior clinical benefits, including comorbidity remission and increased life expectancy, but its initial cost raises concerns about its economic viability compared to non-surgical treatments. Therefore, this study assesses the long-term cost-effectiveness of bariatric surgery versus conventional treatment, considering health outcomes and economic impact within the Portuguese healthcare.

Methods: The patient journey was mapped based on clinical guidelines and adapted to the Portuguese context via stakeholder interviews. Obesity prevalence and associated comorbidities were estimated using epidemiological data. A Markov model was created to simulate obesity progression over ten, twenty years, and lifetime horizons, using monthly cycles. The model accounts for weight regain, complications, and different health states, including obesity with diabetes, cardiovascular diseases, stroke, cancer, and death. It was implemented in R Studio using heemod package. Direct healthcare costs and health outcomes were calculated. A probabilistic sensitivity analysis (PSA), with 500 iterations, was conducted to assess uncertainty.

Results: The results demonstrate that bariatric surgery, compared to conventional treatment, enhances life expectancy, quality-adjusted life years (QALYs), and reduces obesity-related comorbidities. Over 10 years, surgery yields 6 QALYs to each patient costing 9243€, compared to 4.9 QALYs and a cost of 6328€ for the non-surgical arm. The cost-effectiveness analysis shows that, despite higher initial costs, bariatric surgery is cost-effective over time. The incremental cost per QALY gained is estimated at 2756€, positioning bariatric surgery as an economically advantageous intervention at commonly accepted willingness-to-pat thresholds (WTP). After 20 years, this strategy emerges as dominant, improving health outcomes while reducing overall costs. On the lifetime horizon, surgical patients gain 7 additional QALYs and cost 4534€ less than non-surgical patients. PSA shows that the cost-effectiveness of this strategy is maintained.

Conclusion: The analysis suggests that surgery is an effective strategy to improve outcomes and managing expenses. Future research should refine the model exploring upcoming treatment strategies as additional evidence on its outcomes becomes available.

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来源期刊
CiteScore
3.90
自引率
4.20%
发文量
59
审稿时长
13 weeks
期刊介绍: Health Economics Review is an international high-quality journal covering all fields of Health Economics. A broad range of theoretical contributions, empirical studies and analyses of health policy with a health economic focus will be considered for publication. Its scope includes macro- and microeconomics of health care financing, health insurance and reimbursement as well as health economic evaluation, health services research and health policy analysis. Further research topics are the individual and institutional aspects of health care management and the growing importance of health care in developing countries.
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