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Cost Effectiveness and Resource Allocation最新文献

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Correction to: Medical expenses and its determinants in female patients with urological disorder : Sewon Park. 更正:泌尿系统疾病女性患者的医疗费用及其决定因素 :Sewon Park.
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-06-19 DOI: 10.1186/s12962-024-00561-0
Sewon Park, Seokmin Ji, Hyunseo Lee, Hangseok Choi, Mankyu Choi, Munjae Lee, Mihajlo Jakovljevic
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引用次数: 0
Return on investment in science: twenty years of European Commission funded research in Alzheimer's dementia, breast cancer and prostate cancer. 科学投资回报:二十年来欧盟委员会资助的阿尔茨海默氏症痴呆症、乳腺癌和前列腺癌研究。
IF 2.3 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-06-16 DOI: 10.1186/s12962-024-00540-5
Mihajlo Jakovljevic, Pierre Deceuninck, Francesca Pistollato, Evangelos Daskalopoulos, Camilla Bernasconi, Florabela Carausu, Matilde Rosa, Artemis Progri, Martina Makarieva, Kristijan Krstic

Alzheimer's disease (AD), breast cancer (BC) and prostate cancer (PC) continue to be high in the research and innovation agenda of the European Commission (EC). This is due to their exceptionally large burden to the national health systems, the profound economic effects of opportunity costs attributable to decreased working ability, premature mortality and the ever-increasing demand for both hospital and home-based medical care. Over the last two decades, the EC has been steadily increasing both the number of proposals being funded and the amounts of financial resources being allocated to these fields of research. This trend has continued throughout four consecutive science funding cycles, namely framework programme (FP)5, FP6, FP7 and Horizon 2020 (H2020). We performed a retrospective assessment of the outputs and outcomes of EC funding in AD, BC and PC research over the 1999-2019 period by means of selected indicators. These indicators were assessed for their ability to screen the past, present and future for an array of causal relationships and long-term trends in clinical, epidemiological and public health sphere, while considering also the broader socioeconomic impact of funded research on the society at large. This analysis shows that public-private partnerships with large industry and university-based consortia have led to some of the most impactful proposals being funded over the analysed time period. New pharmaceuticals, small molecules and monoclonal antibodies alike, along with screening and prevention, have been the most prominent sources of innovation in BC and PC, extending patients' survival and enhancing their quality of life. Unlike oncology, dementia drug development has been way less successful, with only minor improvements related to the quality of supportive medical care for symptoms and more sensitive diagnostics, without any ground-breaking disease-modifying treatment(s). Significant progresses in imaging diagnostics and nanotechnology have been largely driven by the participation of medical device industry multinational companies. Clinical trials funded by the EC were conducted, leading to the development of brand-new drug molecules featuring novel mechanisms of action. Some prominent cases of breakthrough discoveries serve as evidence for the European capability to generate cutting-edge technological innovation in biomedicine. Less productive areas of research may be reconsidered as priorities when shaping the new agenda for forthcoming science funding programmes.

阿尔茨海默病(AD)、乳腺癌(BC)和前列腺癌(PC)仍然是欧盟委员会(EC)研究和创新议程的重点。这是因为这些疾病给国家卫生系统造成了巨大的负担,工作能力下降、过早死亡以及对医院和家庭医疗保健日益增长的需求所带来的机会成本对经济产生了深远的影响。在过去的二十年里,欧盟委员会一直在稳步增加资助这些研究领域的提案数量和财政资源分配数额。这一趋势贯穿了连续四个科学资助周期,即框架计划 (FP)5、FP6、FP7 和地平线 2020 (H2020)。我们通过选定的指标,对 1999-2019 年期间欧盟委员会在反兴奋剂、巴塞尔公约和个人防护研究方面的资助产出和成果进行了回顾性评估。我们评估了这些指标在过去、现在和未来筛选临床、流行病学和公共卫生领域一系列因果关系和长期趋势的能力,同时还考虑了资助研究对整个社会产生的更广泛的社会经济影响。这项分析表明,在所分析的时间段内,与大型企业和以大学为基础的财团建立的公私合作伙伴关系促成了一些最具影响力的提案获得资助。新药、小分子药物和单克隆抗体,以及筛查和预防,一直是 BC 和 PC 领域最突出的创新来源,它们延长了患者的生存期,提高了患者的生活质量。与肿瘤学不同,痴呆症药物开发的成功率较低,仅在改善症状的支持性医疗护理质量和提高诊断灵敏度方面取得了一些微小的进步,却没有任何突破性的疾病改变治疗方法。成像诊断和纳米技术的重大进展在很大程度上是由医疗器械行业跨国公司的参与推动的。由欧盟委员会资助的临床试验导致了具有新作用机制的全新药物分子的开发。一些突出的突破性发现证明,欧洲有能力在生物医药领域进行前沿技术创新。在为即将实施的科学资助计划制定新议程时,可将成果较少的研究领域作为优先事项加以重新考虑。
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引用次数: 0
Efficiency of hospitals in COVID-19 era: a case study of an affected country. COVID-19 时代的医院效率:一个受影响国家的案例研究。
IF 2.3 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-06-11 DOI: 10.1186/s12962-024-00549-w
Anita Hamdollahzadeh, Bahram Nabilou, Hasan Yusefzadeh

Background: The COVID-19 pandemic has affected all aspects of human life and society and has damaged the global economy. Health systems and hospitals were not exempted from this situation. The performance of hospitals during the COVID-19 pandemic was affected by policies related to the pandemic and other factors. This study aimed to investigate hospital performance indicators such as admissions and revenue.

Methods: The medical records of patients with selected orthopedic and general surgical diseases were studied in two government hospitals in the capital city of Urmia in the second quarter of 2019, with the same period in 2020. Data were extracted based on the number of medical records, including length of stay, hospitalization type, sex, age, insurance, number of deaths, and readmissions from the medical records department. Payment amounts were collected from the revenue department and Hospital Information System. Two performance indicators, two result indicators, and two control indicators were used. Mean disease-specific revenue, total revenue, length of stay, and bed occupancy rate were calculated for both periods. Data were analyzed using SPSS (version 16) and the Mann-Whitney statistical test.

Results: 2140 cases were studied in the two disease groups. An increase was observed in the number of hospitalizations and average length of stay during the pandemic. The mean disease-specific revenue in the quarter of 2020 was higher than in 2019. However, total revenue decreased, and the difference in the mean of total revenue was significant for the two years (P = 0.00) in teaching center. The number of readmissions remained unchanged throughout in the pandemic. The number of deaths due to general surgery diseases in 2020 compared to the same period in 2019 was associated with a relative increase.

Conclusions: The COVID-19 pandemic increased the slope of health care costs. The analysis of the studied variables as performance, result, and control indicators showed that hospitalization rate, bed occupancy rate, and total revenue followed a similar and decreasing pattern in the selected hospitals during the COVID-19 pandemic. Hospitals should adopt appropriate strategies so that, in conditions identical to the COVID-19 pandemic, their performance is accompanied by proper management of resources, efficiency, and minimal reduction in revenue.

背景:COVID-19 大流行影响了人类生活和社会的方方面面,并破坏了全球经济。卫生系统和医院也未能幸免。在 COVID-19 大流行期间,医院的绩效受到与大流行相关的政策和其他因素的影响。本研究旨在调查医院的绩效指标,如入院人数和收入:研究了乌尔米耶市首府两家政府医院 2019 年第二季度和 2020 年同期部分骨科和普通外科疾病患者的病历。根据病历数量提取数据,包括住院时间、住院类型、性别、年龄、保险、死亡人数以及病历部门的再入院情况。支付金额来自收入部门和医院信息系统。使用了两个绩效指标、两个结果指标和两个控制指标。计算了两个时期的特定疾病平均收入、总收入、住院时间和病床占用率。数据采用 SPSS(16 版)和 Mann-Whitney 统计检验法进行分析。在大流行期间,住院人数和平均住院时间都有所增加。2020 年季度的特定疾病平均收入高于 2019 年。然而,总收入却有所下降,在教学中心,两年的总收入平均值差异显著(P = 0.00)。大流行期间,再入院人数始终保持不变。与2019年同期相比,2020年普外科疾病导致的死亡人数相对增加:COVID-19大流行增加了医疗成本的斜率。对作为绩效、结果和控制指标的研究变量进行的分析表明,在 COVID-19 大流行期间,所选医院的住院率、病床使用率和总收入遵循类似的下降模式。医院应采取适当的策略,以便在与 COVID-19 大流行相同的情况下,通过妥善管理资源、提高效率和尽量减少收入来提高绩效。
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引用次数: 0
Long-term cost-utility analysis of family therapy vs. treatment as usual for young people seen after self-harm. 对自残后就诊的青少年进行家庭治疗与常规治疗的长期成本效用分析。
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-05-29 DOI: 10.1186/s12962-024-00546-z
Chris Bojke, David Cottrell, Alex Wright-Hughes, Amanda Farrin, Sandy Tubeuf

Background: The joint evidence of the cost and the effectiveness of family-based therapies is modest.

Objective: To study the cost-effectiveness of family therapy (FT) versus treatment-as-usual (TAU) for young people seen after self-harm combining data from an 18-month trial and hospital records up to 60-month from randomisation.

Methods: We estimate the cost-effectiveness of FT compared to TAU over 5 years using a quasi-Markov state model based on self-harm hospitalisations where probabilities of belonging in a state are directly estimated from hospital data. The primary outcome is quality-adjusted life years (QALY). Cost perspective is NHS and PSS and includes treatment costs, health care use, and hospital attendances whether it is for self-harm or not. Incremental cost-effectiveness ratios are calculated and deterministic and probabilistic sensitivity analyses are conducted.

Results: Both trial arms show a significant decrease in hospitalisations over the 60-month follow-up. In the base case scenario, FT participants incur higher costs (mean +£1,693) and negative incremental QALYs (-0.01) than TAU patients. The associated ICER at 5 years is dominated and the incremental health benefit at the £30,000 per QALY threshold is -0.067. Probabilistic Sensitivity Analysis finds the probability that FT is cost-effective is around 3 - 2% up to a maximum willingness to pay of £50,000 per QALY. This suggest that the extension of the data to 60 months show no difference in effectiveness between treatments.

Conclusion: Whilst extended trial follow-up from routinely collected statistics is useful to improve the modelling of longer-term cost-effectiveness, FT is not cost-effective relative to TAU and dominated in a cost-utility analysis.

背景:以家庭为基础的疗法的成本和有效性的联合证据并不多:结合一项为期18个月的试验数据和自随机分配起60个月内的医院记录,研究家庭治疗(FT)与常规治疗(TAU)对自残后就诊青少年的成本效益:我们使用基于自残住院治疗的准马尔可夫状态模型,估算了5年内FT与TAU相比的成本效益。主要结果是质量调整生命年(QALY)。成本视角为 NHS 和 PSS,包括治疗成本、医疗保健使用和住院人次(无论是否因为自残)。计算了增量成本效益比,并进行了确定性和概率敏感性分析:结果:在 60 个月的随访中,两个试验组的住院率都有显著下降。在基础方案中,FT 参与者的成本(平均+1,693 英镑)和增量 QALYs(-0.01)均高于 TAU 患者。5 年的相关 ICER 占主导地位,每 QALY 临界值为 30,000 英镑时的增量健康效益为-0.067。概率敏感性分析发现,在每 QALY 最高支付意愿为 50,000 英镑时,FT 具有成本效益的概率约为 3 - 2%。这表明,将数据延长至 60 个月后,治疗效果并无差异:尽管根据常规收集的统计数据延长试验随访时间有助于改善长期成本效益的建模,但在成本效用分析中,FT 相对于 TAU 并不具有成本效益,且占主导地位。
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引用次数: 0
Medical insurance, livelihood capital and public health in China. 中国的医疗保险、民生资本和公共卫生。
IF 2.3 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-05-28 DOI: 10.1186/s12962-024-00554-z
Wang Sheng, Liao Fuchong

Background: Medical insurance stands as a pivotal component within the overarching framework of public service systems. The intricate interplay between the extent of healthcare coverage and the overall well-being of the populace remains a pivotal research question within the academic sphere.

Methods: Drawing from the comprehensive dataset of the Chinese Household Livelihood Survey, this article employs a rigorous data model to delve into the profound implications of medical coverage on population health.

Results: The descriptive analysis revealed that areas with broader medical coverage tend to exhibit higher levels of overall population health. This initial observation provided a foundation for further quantitative exploration using multiple regression analysis. The regression analysis demonstrated a statistically significant positive relationship between medical coverage and population health. This finding is particularly noteworthy as it suggests that expanding access to healthcare services has tangible benefits for improving the overall health of a population.

Conclusion: From the lens of familial sustenance, this article delves into the intricate health implications of medical coverage, thereby introducing a novel theoretical lens to the evolving discourse surrounding medical insurance healthcare systems and their impact on public health. This approach aims to enrich the current understanding of this complex relationship and contribute to the scholarly dialogue.

背景:医疗保险是公共服务体系总体框架中的重要组成部分。医疗保障范围与民众整体福祉之间错综复杂的相互作用,仍然是学术界的一个重要研究课题:本文利用中国家庭生计调查的综合数据集,采用严谨的数据模型,深入探讨医疗保障对居民健康的深远影响:结果:描述性分析表明,医疗覆盖面较广的地区往往表现出较高的整体人口健康水平。这一初步观察结果为使用多元回归分析法进行进一步定量探索奠定了基础。回归分析表明,医疗覆盖率与人口健康之间存在统计学意义上的显著正相关关系。这一发现尤其值得注意,因为它表明扩大医疗保健服务的覆盖面对改善人口的整体健康有切实的好处:本文从 "家庭寄托 "的视角,深入探讨了医疗保险对健康的复杂影响,从而为围绕医疗保险保健制度及其对公众健康影响的不断演变的讨论引入了一个新的理论视角。这一方法旨在丰富当前对这一复杂关系的理解,并为学术对话做出贡献。
{"title":"Medical insurance, livelihood capital and public health in China.","authors":"Wang Sheng, Liao Fuchong","doi":"10.1186/s12962-024-00554-z","DOIUrl":"10.1186/s12962-024-00554-z","url":null,"abstract":"<p><strong>Background: </strong>Medical insurance stands as a pivotal component within the overarching framework of public service systems. The intricate interplay between the extent of healthcare coverage and the overall well-being of the populace remains a pivotal research question within the academic sphere.</p><p><strong>Methods: </strong>Drawing from the comprehensive dataset of the Chinese Household Livelihood Survey, this article employs a rigorous data model to delve into the profound implications of medical coverage on population health.</p><p><strong>Results: </strong>The descriptive analysis revealed that areas with broader medical coverage tend to exhibit higher levels of overall population health. This initial observation provided a foundation for further quantitative exploration using multiple regression analysis. The regression analysis demonstrated a statistically significant positive relationship between medical coverage and population health. This finding is particularly noteworthy as it suggests that expanding access to healthcare services has tangible benefits for improving the overall health of a population.</p><p><strong>Conclusion: </strong>From the lens of familial sustenance, this article delves into the intricate health implications of medical coverage, thereby introducing a novel theoretical lens to the evolving discourse surrounding medical insurance healthcare systems and their impact on public health. This approach aims to enrich the current understanding of this complex relationship and contribute to the scholarly dialogue.</p>","PeriodicalId":47054,"journal":{"name":"Cost Effectiveness and Resource Allocation","volume":"22 1","pages":"48"},"PeriodicalIF":2.3,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11131294/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141162900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The development of day surgery in China and the effectiveness and reflection of day surgery in ophthalmology-specialized hospitals. 中国日间手术的发展及眼科专科医院日间手术的效果与反思。
IF 2.3 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-05-27 DOI: 10.1186/s12962-024-00558-9
Dong Haihan, Zheng Changfei, Lian Hengli, Tang Ning, Zhuo Lezhen, Lin Hui

This survey investigates the development of day surgery in China, and analyzes the national policy support, medical service management model, disease types of day surgery, medical insurance payment methods, and the medical service capacity, efficiency, quality and safety, health economics indicators, and patient satisfaction after the implementation of day surgery in a tertiary eye hospital. After more than 20 years of development, China's day surgery has shown a good development trend. The implementation of day surgery in eye hospitals accounts for more than 70% of elective surgery, and patients, medical institutions, and medical insurance institutions have all achieved good social benefits.

本调查研究了日间手术在中国的发展情况,分析了国家政策支持、医疗服务管理模式、日间手术病种、医保支付方式,以及某三级眼科医院实施日间手术后的医疗服务能力、效率、质量与安全、卫生经济学指标、患者满意度等。经过 20 多年的发展,我国日间手术呈现出良好的发展态势。眼科医院开展日间手术占择期手术的70%以上,患者、医疗机构、医保机构均取得了良好的社会效益。
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引用次数: 0
Cost-effectiveness of differentiated care models that incorporate economic strengthening for HIV antiretroviral therapy adherence: a systematic review. 结合经济学强化艾滋病抗逆转录病毒治疗依从性的差异化护理模式的成本效益:系统性综述。
IF 2.3 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-05-24 DOI: 10.1186/s12962-024-00557-w
Annie Liang, Marta Wilson-Barthes, Omar Galárraga

Background: There is some evidence that differentiated service delivery (DSD) models, which use a client-centered approach to simplify and increase access to care, improve clinical outcomes among people living with HIV (PLHIV) in high HIV prevalence countries. Integrating economic strengthening tools (e.g., microcredit, cash transfers, food assistance) within DSD models can help address the poverty-related barriers to HIV antiretroviral therapy (ART). Yet there is minimal evidence of the cost-effectiveness of these types of multilevel care delivery models, which potentially prohibits their wider implementation.

Methods: Using a qualitative systematic review, this article synthesizes the literature surrounding the cost-effectiveness of differentiated service delivery models that employ economic strengthening initiatives to improve HIV treatment adherence in low- and middle-income countries. We searched three academic databases for randomized controlled trials and observational studies published from January 2000 through March 2024 in Sub-Saharan Africa. The quality of each study was scored using a validated appraisal system.

Results: Eighty-nine full texts were reviewed and 3 met all eligibility criteria. Two of the three included articles were specific to adolescents living with HIV. Economic strengthening opportunities varied by care model, and included developmental savings accounts, microenterprise workshops, and cash and non-cash conditional incentives. The main drivers of programmatic and per-patient costs were ART medications, CD4 cell count testing, and economic strengthening activities.

Conclusion: All economic evaluations in this review found that including economic strengthening as part of comprehensive differentiated service delivery was cost-effective at a willingness to pay threshold of at least 2 times the national per capita gross domestic product. Two of the three studies in this review focused on adolescents, suggesting that these types of care models may be especially cost-effective for youth entering adulthood. All studies were from the provider perspective, indicating that additional evidence is needed to inform the potential cost-savings of DSD and economic strengthening interventions to patients and society. Randomized trials testing the effectiveness of DSD models that integrate economic strengthening should place greater emphasis on costing these types of programs to inform the potential for bringing these types of multilevel interventions to scale.

背景:有证据表明,在艾滋病病毒感染率较高的国家,采用以客户为中心的方法简化和增加护理服务的差异化服务提供(DSD)模式可以改善艾滋病病毒感染者(PLHIV)的临床治疗效果。在 DSD 模式中整合经济强化工具(如小额信贷、现金转移、粮食援助),有助于解决与贫困相关的艾滋病抗逆转录病毒疗法(ART)障碍。然而,关于这些类型的多层次护理提供模式的成本效益的证据却少之又少,这可能会阻碍它们的广泛实施:本文采用定性系统综述的方法,对中低收入国家采用经济强化措施改善艾滋病治疗依从性的差异化服务提供模式的成本效益进行了文献综述。我们在三个学术数据库中检索了 2000 年 1 月至 2024 年 3 月期间在撒哈拉以南非洲地区发表的随机对照试验和观察性研究。每项研究的质量均采用经过验证的评估系统进行评分:结果:共审查了 89 篇全文,其中 3 篇符合所有资格标准。在收录的三篇文章中,有两篇专门针对感染艾滋病毒的青少年。加强经济能力的机会因护理模式而异,包括发展储蓄账户、微型企业讲习班以及现金和非现金有条件激励。抗逆转录病毒疗法药物、CD4 细胞计数检测和经济强化活动是项目成本和患者人均成本的主要驱动因素:本综述中的所有经济评估都发现,将经济强化作为全面差异化服务的一部分,在支付意愿至少为全国人均国内生产总值的 2 倍时具有成本效益。在本综述的三项研究中,有两项研究的重点是青少年,这表明这些类型的护理模式对于即将步入成年的青少年来说可能尤其具有成本效益。所有研究均从医疗服务提供者的角度出发,表明还需要更多的证据来说明 DSD 和经济强化干预措施对患者和社会可能带来的成本节约。测试整合了经济强化的儿童疾病防治模式有效性的随机试验应更加重视这些类型项目的成本核算,以便了解将这些类型的多层次干预措施推广到更大范围的可能性。
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引用次数: 0
Medical expenses and its determinants in female patients with urological disorder. 泌尿系统疾病女性患者的医疗费用及其决定因素。
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-05-24 DOI: 10.1186/s12962-024-00556-x
Sewon Park, Seokmin Ji, Hyunseo Lee, Hangseok Choi, Mankyu Choi, Munjae Lee, Mihajlo Jakovljevic

Background: The rising older adult population has led to an increase in the prevalence of chronic diseases and medical expenses. Women tend to have a longer healthy life expectancy than men and are more likely to be exposed to urological disorders around the age of 50, resulting in substantial healthcare expenses throughout their lifetime. Urological disorders often require continuous treatment owing to their high risk of recurrence, contributing to an increased financial burden from medical costs. This study aimed to identify factors influencing medical expense in female patients with urological disorders and propose strategies to alleviate the associated financial burden.

Methods: We used data from the Korea Health Panel Survey conducted from 2011 to 2016. The final sample comprised 2,932 patients who visited hospitals for urological disorders. To identify the factors influencing medical expense among female patients with urological disorders, we employed a generalized estimating equation model.

Results: The results indicated that younger people and patients with middle-income levels tended to incur higher medical expenses. Furthermore, patients receiving treatment at tertiary hospitals and those enrolled in National Health Insurance also incurred higher health expenses.

Conclusions: This study suggests that effective management of medical expenses related to urological disorders in women requires improvements in healthcare accessibility to facilitate early detection and continuous disease management. In addition, the findings highlight the potential benefits of digital health and non-face-to-face treatments in addressing these needs.

背景:随着老年人口的增加,慢性病的发病率和医疗费用也随之增加。女性的健康预期寿命往往长于男性,而且更有可能在 50 岁左右患上泌尿系统疾病,从而在一生中产生大量医疗费用。泌尿系统疾病由于复发风险高,通常需要持续治疗,从而加重了医疗费用带来的经济负担。本研究旨在找出影响女性泌尿系统疾病患者医疗费用的因素,并提出减轻相关经济负担的策略:我们使用了 2011 年至 2016 年进行的韩国健康面板调查的数据。最终样本包括2932名因泌尿系统疾病到医院就诊的患者。为了确定影响女性泌尿系统疾病患者医疗费用的因素,我们采用了广义估计方程模型:结果表明,年轻人和中等收入水平的患者往往需要花费更多的医疗费用。此外,在三级医院接受治疗的患者和参加国民健康保险的患者的医疗费用也较高:这项研究表明,要有效控制与女性泌尿系统疾病相关的医疗费用,就必须改善医疗服务的可及性,以促进早期发现和持续的疾病管理。此外,研究结果还强调了数字医疗和非面对面治疗在满足这些需求方面的潜在优势。
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引用次数: 0
Cost-utility analysis of prenatal diagnosis of congenital cardiac diseases using deep learning. 利用深度学习进行先天性心脏病产前诊断的成本效益分析。
IF 2.3 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-05-22 DOI: 10.1186/s12962-024-00550-3
Gary M Ginsberg, Lior Drukker, Uri Pollak, Mayer Brezis

Background: Deep learning (DL) is a new technology that can assist prenatal ultrasound (US) in the detection of congenital heart disease (CHD) at the prenatal stage. Hence, an economic-epidemiologic evaluation (aka Cost-Utility Analysis) is required to assist policymakers in deciding whether to adopt the new technology.

Methods: The incremental cost-utility ratios (CUR), of adding DL assisted ultrasound (DL-US) to the current provision of US plus pulse oximetry (POX), was calculated by building a spreadsheet model that integrated demographic, economic epidemiological, health service utilization, screening performance, survival and lifetime quality of life data based on the standard formula: CUR = Increase in Intervention Costs - Decrease in Treatment costs Averted QALY losses of adding DL to US & POX US screening data were based on real-world operational routine reports (as opposed to research studies). The DL screening cost of 145 USD was based on Israeli US costs plus 20.54 USD for reading and recording screens.

Results: The addition of DL assisted US, which is associated with increased sensitivity (95% vs 58.1%), resulted in far fewer undiagnosed infants (16 vs 102 [or 2.9% vs 15.4%] of the 560 and 659 births, respectively). Adoption of DL-US will add 1,204 QALYs. with increased screening costs 22.5 million USD largely offset by decreased treatment costs (20.4 million USD). Therefore, the new DL-US technology is considered "very cost-effective", costing only 1,720 USD per QALY. For most performance combinations (sensitivity > 80%, specificity > 90%), the adoption of DL-US is either cost effective or very cost effective. For specificities greater than 98% (with sensitivities above 94%), DL-US (& POX) is said to "dominate" US (& POX) by providing more QALYs at a lower cost.

Conclusion: Our exploratory CUA calculations indicate the feasibility of DL-US as being at least cost-effective.

背景:深度学习(DL)是一项新技术,可协助产前超声(US)检测产前先天性心脏病(CHD)。因此,需要进行经济流行病学评估(又称成本效用分析),以帮助决策者决定是否采用这项新技术:方法:在目前提供 US 加脉搏血氧仪(POX)的基础上增加 DL 辅助超声(DL-US)的增量成本效用比(CUR),是通过建立一个电子表格模型计算得出的,该模型综合了人口统计学、经济流行病学、医疗服务利用率、筛查效果、存活率和终生生活质量等数据,并基于标准公式:CUR = 增加的干预成本 - 减少的治疗成本 在 US 和 POX 的基础上增加 DL 所避免的 QALY 损失 US 筛查数据基于真实世界的常规操作报告(而非研究)。DL 筛查成本 145 美元是基于以色列 US 成本加上 20.54 美元的屏幕阅读和记录费用:结果:添加 DL 辅助 US 后,灵敏度提高(95% 对 58.1%),未确诊婴儿的数量也大大减少(560 名和 659 名新生儿中,未确诊婴儿分别为 16 名和 102 名[或 2.9% 对 15.4%])。采用 DL-US 技术将增加 1,204 QALYs,增加的筛查成本为 2,250 万美元,大部分被减少的治疗成本(2,040 万美元)所抵消。因此,新的 DL-US 技术被认为 "非常具有成本效益",每 QALY 的成本仅为 1,720 美元。对于大多数性能组合(灵敏度 > 80%,特异性 > 90%),采用 DL-US 要么具有成本效益,要么非常具有成本效益。对于特异性大于 98%(灵敏度大于 94%)的情况,DL-US(& POX)以较低的成本提供了更多的 QALYs,可以说 "主导 "了 US(& POX):我们的探索性 CUA 计算表明,DL-US 至少具有成本效益。
{"title":"Cost-utility analysis of prenatal diagnosis of congenital cardiac diseases using deep learning.","authors":"Gary M Ginsberg, Lior Drukker, Uri Pollak, Mayer Brezis","doi":"10.1186/s12962-024-00550-3","DOIUrl":"10.1186/s12962-024-00550-3","url":null,"abstract":"<p><strong>Background: </strong>Deep learning (DL) is a new technology that can assist prenatal ultrasound (US) in the detection of congenital heart disease (CHD) at the prenatal stage. Hence, an economic-epidemiologic evaluation (aka Cost-Utility Analysis) is required to assist policymakers in deciding whether to adopt the new technology.</p><p><strong>Methods: </strong>The incremental cost-utility ratios (CUR), of adding DL assisted ultrasound (DL-US) to the current provision of US plus pulse oximetry (POX), was calculated by building a spreadsheet model that integrated demographic, economic epidemiological, health service utilization, screening performance, survival and lifetime quality of life data based on the standard formula: <math><mrow><mi>CUR</mi> <mo>=</mo> <mfrac> <mrow><mrow><mtext>Increase in Intervention Costs</mtext></mrow> <mo>-</mo> <mrow><mtext>Decrease in Treatment costs</mtext></mrow> </mrow> <mrow><mrow><mtext>Averted QALY losses of adding DL to US</mtext></mrow> <mspace></mspace> <mo>&</mo> <mspace></mspace> <mi>POX</mi></mrow> </mfrac> </mrow> </math> US screening data were based on real-world operational routine reports (as opposed to research studies). The DL screening cost of 145 USD was based on Israeli US costs plus 20.54 USD for reading and recording screens.</p><p><strong>Results: </strong>The addition of DL assisted US, which is associated with increased sensitivity (95% vs 58.1%), resulted in far fewer undiagnosed infants (16 vs 102 [or 2.9% vs 15.4%] of the 560 and 659 births, respectively). Adoption of DL-US will add 1,204 QALYs. with increased screening costs 22.5 million USD largely offset by decreased treatment costs (20.4 million USD). Therefore, the new DL-US technology is considered \"very cost-effective\", costing only 1,720 USD per QALY. For most performance combinations (sensitivity > 80%, specificity > 90%), the adoption of DL-US is either cost effective or very cost effective. For specificities greater than 98% (with sensitivities above 94%), DL-US (& POX) is said to \"dominate\" US (& POX) by providing more QALYs at a lower cost.</p><p><strong>Conclusion: </strong>Our exploratory CUA calculations indicate the feasibility of DL-US as being at least cost-effective.</p>","PeriodicalId":47054,"journal":{"name":"Cost Effectiveness and Resource Allocation","volume":"22 1","pages":"44"},"PeriodicalIF":2.3,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11110271/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141076940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cost-effectiveness of TB diagnostic technologies in Ethiopia: a modelling study. 埃塞俄比亚结核病诊断技术的成本效益:模型研究。
IF 2.3 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2024-05-21 DOI: 10.1186/s12962-024-00544-1
Lelisa Fekadu Assebe, Andargachew Kumsa Erena, Lemmessa Fikadu, Bizuneh Alemu, Yirgalem Shibiru Baruda, Boshen Jiao

Background: Tuberculosis (TB) is a major threat to public health, particularly in countries where the disease is highly prevalent, such as Ethiopia. Early diagnosis and treatment are the main components of TB prevention and control. Although the national TB guideline recommends the primary use of rapid TB diagnostics whenever feasible, there is limited evidence available that assess the efficiency of deploying various diagnostic tools in the country. Hence, this study aims to evaluate the cost-effectiveness of rapid TB/MDR-TB diagnostic tools in Ethiopia.

Methods: A hybrid Markov model for a hypothetical adult cohort of presumptive TB cases was constructed. The following TB diagnostic tools were evaluated: X-pert MTB/RIF, Truenat, chest X-ray screening followed by an X-pert MTB/RIF, TB-LAMP, and smear microscopy. Cost-effectiveness was determined based on incremental costs ($) per Disability-adjusted Life Years (DALY) averted, using a threshold of one times Gross Domestic Product (GDP) per capita ($856). Data on starting and transition probabilities, costs, and health state utilities were derived from secondary sources. The analysis is conducted from the health system perspective, and a probabilistic sensitivity analysis is performed.

Result: The incremental cost-effectiveness ratio for X-pert MTB/RIF, compared to the next best alternative, is $276 per DALY averted, making it a highly cost-effective diagnostic tool. Additionally, chest X-ray screening followed an X-pert MTB/RIF test is less cost-effective, with an ICER of $1666 per DALY averted. Introducing X-pert MTB/RIF testing would enhance TB detection and prevent 9600 DALYs in a cohort of 10,000 TB patients, with a total cost of $3,816,000.

Conclusion: The X-pert MTB/RIF test is the most cost-effective diagnostic tool compared to other alternatives. The use of this diagnostic tool improves the early detection and treatment of TB cases. Increased funding for this diagnostic tool will enhance access, reduce the TB detection gaps, and improve treatment outcomes.

背景:结核病(TB)是公共卫生的一大威胁,尤其是在埃塞俄比亚等结核病高发国家。早期诊断和治疗是结核病预防和控制的主要组成部分。虽然国家肺结核指南建议在可行的情况下首先使用快速肺结核诊断方法,但目前评估该国部署各种诊断工具效率的证据有限。因此,本研究旨在评估埃塞俄比亚结核病/MDR-TB 快速诊断工具的成本效益:方法:为假定的成人肺结核病例群构建了一个混合马尔可夫模型。对以下结核病诊断工具进行了评估:X-pert MTB/RIF、Truenat、胸部 X 光筛查后的 X-pert MTB/RIF、TB-LAMP 和涂片显微镜检查。成本效益是根据每避免 1 个残疾调整生命年(DALY)的增量成本(美元)来确定的,阈值为人均国内生产总值(GDP)的 1 倍(856 美元)。有关起始和过渡概率、成本和健康状态效用的数据均来自二手资料。分析从卫生系统的角度进行,并进行了概率敏感性分析:结果:与次佳替代方案相比,X-pert MTB/RIF 的增量成本效益比为每避免 DALY 276 美元,是一种极具成本效益的诊断工具。此外,在进行 X-pert MTB/RIF 检测后再进行胸部 X 光筛查的成本效益较低,每避免 1 DALY 的 ICER 为 1666 美元。引入 X-pert MTB/RIF 检测将提高结核病的检测率,并在 10,000 名结核病患者中避免 9600 DALY,总成本为 3,816,000 美元:结论:与其他诊断工具相比,X-pert MTB/RIF 检测是最具成本效益的诊断工具。结论:与其他诊断工具相比,X-pert MTB/RIF 检测是最具成本效益的诊断工具。增加对这一诊断工具的资金投入将提高普及率,缩小结核病检测差距,并改善治疗效果。
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引用次数: 0
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Cost Effectiveness and Resource Allocation
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