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Does targeted information impact consumers' preferences for value-based health insurance? Evidence from a survey experiment. 有针对性的信息会影响消费者对基于价值的医疗保险的偏好吗?来自调查实验的证据。
IF 2.7 3区 经济学 Q1 ECONOMICS Pub Date : 2024-11-18 DOI: 10.1186/s13561-024-00573-9
Tess L C Bardy, Stefan Boes

Objectives: Value-based insurance design (VBID) aims to direct consumers' preferences by incentivizing the use of high-value care and discouraging the use of low-value care. However, consumers often have limited knowledge of health insurance and the health insurance system, possibly distorting their preferences. In this study, we aim to investigate the impact of specific information treatments on consumers' preferences for VBID.

Methods: We implemented an information experiment as part of a representative survey on health insurance literacy and preferences for VBID within Switzerland's choice-based health insurance system. Preferences for VBID were measured through a discrete choice experiment. Cross-sectional data on 6,033 respondents aged 26-75 were analyzed using descriptive statistics and mixed logit regressions.

Results: Respondents showed strong preferences for their current health insurance instead of VBID alternatives. A general description of current regulations on cost-sharing, drug disbursement, and monthly premiums significantly increased preferences for VBID (p < 0.01). Pointing respondents specifically to VBID further reduced the opposition against VBID plans. At the same time, there is evidence for anchoring effects in copayments after receiving the information treatments, irrespective of the value of the care.

Conclusions: The results of this study highlight that individuals are susceptible to provided information about health insurance when building their preferences for VBID. One potential explanation is limited health insurance literacy, implying that tailored communication strategies may be needed to improve insurance decision-making.

Jel classification: I11, I13.

目标:基于价值的保险设计(VBID)旨在通过鼓励使用高价值的医疗服务和阻止使用低价值的医疗服务来引导消费者的偏好。然而,消费者对医疗保险和医疗保险系统的了解往往有限,这可能会扭曲他们的偏好。在本研究中,我们旨在调查特定信息处理对消费者 VBID 偏好的影响:方法:我们进行了一项信息实验,作为瑞士基于选择的医疗保险体系中医疗保险知识和 VBID 偏好代表性调查的一部分。对 VBID 的偏好通过离散选择实验进行测量。采用描述性统计和混合对数回归法分析了 6,033 名 26-75 岁受访者的横截面数据:结果:受访者强烈倾向于目前的医疗保险,而不是 VBID 替代方案。对当前费用分摊、药物支付和月保费规定的一般描述显著增加了对 VBID 的偏好(p 结论):本研究的结果突出表明,个人在建立对 VBID 的偏好时,很容易受到所提供的医疗保险信息的影响。一种可能的解释是医疗保险知识有限,这意味着可能需要有针对性的沟通策略来改善保险决策:I11, I13.
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引用次数: 0
Determinants of households' willingness to pay for health insurance in Burkina Faso. 布基纳法索家庭支付医疗保险意愿的决定因素。
IF 2.7 3区 经济学 Q1 ECONOMICS Pub Date : 2024-11-15 DOI: 10.1186/s13561-024-00576-6
Guiro Jeudi Topan, Noël Thiombiano, Issa Sarambe

Background: The operationalization of universal health insurance in Burkina Faso represents a significant challenge for health coverage. The willingness of households to pay is a crucial aspect of the process. This highlights the necessity of examining the factors that may explain their willingness to pay. The objective of this study is to analyze the determinants of households' willingness to pay for health insurance in Burkina Faso.

Methods: The data used in this study were collected between March and September 2017 in the territory of Burkina Faso, covering six administrative regions. A total of 211 households were surveyed, 71 in urban areas and 140 in rural areas. The Tobit model was employed to analyze the determinants of willingness to pay, with the contingent valuation method used to obtain willingness to pay.

Results: The results of the descriptive analysis indicate that households are willing to pay approximately 7,600 F CFA on average for health insurance. The estimation results demonstrate that income has a positive effect on households' willingness to pay. Additionally, the occupation of the head of household and the insurance reimbursement rate are identified as determinants of willingness to pay.

Conclusion: The findings of this study indicate that income, the rate of repayment and the occupation of the head of household are the primary determinants of willingness to pay. In terms of implications, it is essential to ensure that the rate of protection is high, which could encourage households to pay the premium. Furthermore, the results of the evaluation suggest that interventions to increase household income may be beneficial.

背景:在布基纳法索实施全民医疗保险是医疗保险的一项重大挑战。家庭的支付意愿是这一过程的关键因素。这就凸显了研究解释家庭支付意愿的因素的必要性。本研究旨在分析布基纳法索家庭医疗保险支付意愿的决定因素:本研究使用的数据于 2017 年 3 月至 9 月期间在布基纳法索境内收集,涵盖六个行政区。共调查了 211 个家庭,其中 71 个在城市地区,140 个在农村地区。采用 Tobit 模型分析支付意愿的决定因素,并使用或然估价法获得支付意愿:描述性分析结果表明,家庭平均愿意为医疗保险支付约 7 600 非洲金融共同体法郎。估算结果表明,收入对家庭的支付意愿有积极影响。此外,户主的职业和保险报销比例也是支付意愿的决定因素:本研究的结果表明,收入、偿还率和户主的职业是决定支付意愿的主要因素。就影响而言,必须确保高保障率,这可以鼓励家庭支付保费。此外,评估结果表明,增加家庭收入的干预措施可能是有益的。
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引用次数: 0
Regulation of mark-up on medicine prices in Zimbabwe: a pilot survey from 92 community pharmacies in the metropolitan area of Harare. 津巴布韦对药品加价的监管:对哈拉雷市区 92 家社区药店的试点调查。
IF 2.7 3区 经济学 Q1 ECONOMICS Pub Date : 2024-11-15 DOI: 10.1186/s13561-024-00574-8
Hilma N Nakambale, Penelope Tambama, Varsha Bangalee

Background: Medicine pricing in the community pharmacy sector in Zimbabwe significantly influences accessibility to health care. In this pilot survey, we investigated how community pharmacies in Zimbabwe apply various mark-up strategies to essential and non-essential medicines, and gathered community pharmacists' perspectives on mark-up regulation.

Methods: Using an adapted methodology endorsed by the World Health Organization and Health Action International for studying medicine prices and availability, we conducted a quantitative cross-sectional pilot survey for 46 medicines (31 essential and 15 non-essential) identified using the Zimbabwe Essential Medicines List and classified according to the Vital, Essential, and Non-essential (VEN) tool. We conducted the pilot survey in 92 community pharmacies in the metropolitan area of Harare, Zimbabwe.

Results: We gathered a total of 92 responses from 167 distributed questionnaires. The most prevalent mark-up strategy was the cost-plus fixed percentage.The median mark-up for all medicines in the community pharmacies was 60% (interquartile range 50- 82%). We found a statistically significant difference in the median mark-up by essentiality of medicines (p < 0.001), essential medicines had a median mark-up price of 62% while non-essential medicines had a mark-up of 56%. Antipsychotics had the highest mark-up at 82%, while anti-neoplastic medicine had the lowest at 36%. Overall, 55% of the community pharmacists did not support mark-up regulation.

Conclusion: Mark-up strategies varied across community pharmacies in the metropolitan area of Harare. Without mark-up regulation, essential medicines remain significantly expensive in Zimbabwe. We recommend mark-up regulation in Zimbabwe's community pharmacy sector and emphasize the effective use of multiple pricing strategies to reduce medicine prices.       .

背景:津巴布韦社区药房部门的药品定价极大地影响了医疗保健的可及性。在这项试点调查中,我们研究了津巴布韦社区药房如何对基本药物和非基本药物采取不同的加价策略,并收集了社区药剂师对加价监管的看法:我们采用世界卫生组织和国际健康行动组织认可的、用于研究药品价格和供应情况的改良方法,对使用津巴布韦基本药品清单确定的 46 种药品(31 种基本药品和 15 种非基本药品)进行了横断面定量试点调查,并根据重要、基本和非基本(VEN)工具进行了分类。我们在津巴布韦哈拉雷市区的 92 家社区药房进行了试点调查:从发放的 167 份问卷中,我们共收集到 92 份回复。社区药房所有药品的加价率中位数为 60%(四分位距为 50-82%)。我们发现,按药品的重要程度划分,中位加价率存在显著的统计学差异(p 结论:社区药房的加价策略各不相同:哈拉雷市区各社区药房的加价策略各不相同。在没有加价规定的情况下,津巴布韦的基本药物仍然非常昂贵。我们建议对津巴布韦的社区药房行业进行加价监管,并强调有效利用多种定价策略来降低药品价格。 .
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引用次数: 0
Malaria in the Republic of Guinea 2022-2023: costs associated with the care pathway from the patient's perspective. 2022-2023 年几内亚共和国的疟疾:从患者角度看与护理路径相关的成本。
IF 2.7 3区 经济学 Q1 ECONOMICS Pub Date : 2024-11-14 DOI: 10.1186/s13561-024-00570-y
Elhadj Marouf Diallo, Fatoumata Bintou Traore, Alice Langlet, Letitia A Onyango, Marie Blanquet, Bienvenu Salim Camara, Sidikiba Sidibe, Alioune Camara, Laurent Gerbaud

Background: Access to safe, financial affordable health care is a key factor in reducing health disparities. The malaria is a major public health issue, with significant economic implications in Guinea where the free malaria care services were introduced in 2010. This paper analyzes the costs associated with the care pathway for malaria patients in the Republic of Guinea.

Methods: An analysis of the costs associated with malaria disease was conducted using data from a cross-sectional survey on the determinants of malaria care pathway between December 2022 and March 2023. The data were collected in health facilities and at community health workers. According to the patient's perspective, Time-Driven Activity-Based Costing (TDABC) and micro-costing approaches were used to assess the costs associated with care-seeking, cases management, and income loss.

Results: A total of 3300 patients were recruited in 60 health facilities. The majority were in urban areas (64.8%). One third of the patients were children under five years old. Over half of the patients or caregivers were without formal education, and most households were headed by husbands (78.5%). The median monthly income of the head of households was $116.0. Furthermore, after diagnosis, 25.5% of cases were uncomplicated malaria, 19.2% were complicated, and 52.2% were malaria associated with other diseases. Globally 41% of cases were on their first care pathway. The costs of care-seeking varied according to type of malaria, from $3.5 and $13.5 respectively for uncomplicated and complicated cases. The median direct costs of case management at health facilities were $7.3 (IQR: $4.1,13.3) for uncomplicated and $30.5 (IQR: 15.7, 51.4) for complicated cases. The total costs associated with the global care pathway differed across types of malaria and age groups, with median costs estimated at $17.4 (IQR: 6.7, 34.8) for uncomplicated cases and $43.5 (IQR: $ 19.7, 74.0) for complicated malaria. A delay in appropriate care-seeking accounted for 19% of the costs incurred by malaria patients in Guinea (p < 0.001).

Conclusion: Despite the introduction of free malaria prevention services, malaria patients or their caregivers continue to incur costs and loss of income. An approach to selective, free and affordable flat-rate costs could ensure the financial viability of health facilities and reduce out-of-pocket expenses. The next research will focus on the impact of free selective and flat-rate pricing on out-of-pocket expenses, and the analysis of the perception of the malaria care services by care providers and users.

背景:获得安全、经济实惠的医疗保健服务是缩小健康差距的关键因素。疟疾是一个重大的公共卫生问题,对几内亚的经济产生了重大影响,该国于 2010 年开始提供免费疟疾治疗服务。本文分析了几内亚共和国疟疾患者治疗路径的相关成本:利用 2022 年 12 月至 2023 年 3 月期间对疟疾护理路径决定因素的横断面调查数据,对疟疾疾病的相关成本进行了分析。数据在医疗机构和社区医疗工作者处收集。根据患者的观点,采用时间驱动活动成本法(TDABC)和微观成本法来评估与寻求护理、病例管理和收入损失相关的成本:60 家医疗机构共招募了 3300 名患者。大多数患者位于城市地区(64.8%)。三分之一的患者为五岁以下儿童。一半以上的患者或护理人员未受过正规教育,大多数家庭的户主是丈夫(78.5%)。户主的月收入中位数为 116.0 美元。此外,确诊后,25.5%的病例为无并发症疟疾,19.2%为并发症疟疾,52.2%为与其他疾病相关的疟疾。在全球范围内,41%的病例处于首次治疗阶段。疟疾类型不同,寻求治疗的成本也不同,无并发症和并发症病例的成本分别为 3.5 美元和 13.5 美元。医疗机构管理病例的直接成本中位数为:无并发症病例 7.3 美元(IQR:4.1-13.3 美元),并发症病例 30.5 美元(IQR:15.7-51.4 美元)。与全球护理路径相关的总成本因疟疾类型和年龄组而异,无并发症病例的成本中位数估计为 17.4 美元(IQR:6.7,34.8),并发症病例的成本中位数估计为 43.5 美元(IQR:19.7,74.0)。几内亚疟疾患者因延误就医而产生的费用占总费用的 19%(P尽管引入了免费的疟疾预防服务,但疟疾患者或其护理人员仍需承担费用和收入损失。有选择性的、免费的和负担得起的定额费用方法可以确保医疗机构的财务可行性,并减少自付费用。下一步研究的重点将是选择性免费和统一定价对自付费用的影响,以及对护理提供者和使用者对疟疾护理服务看法的分析。
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引用次数: 0
Considerations when applying equity weights within economic evaluation when making drug reimbursement decisions. 在做出药品报销决定时,在经济评估中应用公平权重的考虑因素。
IF 2.7 3区 经济学 Q1 ECONOMICS Pub Date : 2024-11-13 DOI: 10.1186/s13561-024-00556-w
Doug Coyle

When decision-makers use economic evaluation to facilitate making decisions about reimbursing whether to reimburse pharmaceuticals within a publicly funded health care system, they may consider whether to prioritise specific patient populations or diseases: e.g., cancer or rare disease. This can be achieved through applying equity weights to outcomes such as QALYs. Decision makers, however, must choose whether equity weights are applied to solely the treatment of a specific disease or to treatments of the patient with the specific disease. Without such clarification, confusion may arise which can hinder the work of those who must make reimbursement recommendations and decisions. This study examines the repercussions of implementation of equity weights. For illustration, two hypothetical case studies relating to a rare disease are considered. The first case study demonstrates that applying equity weights only to the treatment of the rare disease of interest can lead to a patient with that rare disease accruing less benefits at a higher cost to the payer. The second case study demonstrates that if equity weights are applied to the patients who have a specific rare disease, then funding of a treatment for a common disease may be restricted only to those patients for whom treatment is more costly and less effective. As discussions continue with respect to applying equity weights within economic evaluation, it is important that the repercussions outlined are recognised.

当决策者利用经济评估来帮助做出是否在公共医疗系统内报销药品的决定时,他们可能会考虑是否优先考虑特定的患者群体或疾病:如癌症或罕见病。这可以通过对 QALYs 等结果应用公平权重来实现。然而,决策者必须选择公平权重是仅适用于特定疾病的治疗,还是适用于特定疾病患者的治疗。如果不加以说明,就可能会产生混淆,从而妨碍那些必须提出报销建议和作出报销决定的人的工作。本研究探讨了实施公平权重的影响。为了说明问题,我们考虑了两个与罕见病有关的假设案例研究。第一个案例研究表明,仅对相关罕见病的治疗应用公平权重会导致罕见病患者获得较少的收益,而支付方却要付出更高的成本。第二个案例研究表明,如果将公平权重应用于特定罕见病患者,那么对常见疾病治疗的资助可能只限于那些治疗成本更高、效果更差的患者。在继续讨论在经济评估中应用公平权重时,必须认识到上述反响。
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引用次数: 0
Trastuzumab plus chemotherapy versus chemotherapy alone in HER2-positive gastric cancer treatment in Iran: a cost-effectiveness analysis. 伊朗 HER2 阳性胃癌治疗中曲妥珠单抗加化疗与单纯化疗的成本效益分析。
IF 2.7 3区 经济学 Q1 ECONOMICS Pub Date : 2024-11-09 DOI: 10.1186/s13561-024-00571-x
Sara Kaveh, Nashmil Ghadimi, Amirhossein Zarei Alvar, Kamran Roudini, Rajabali Daroudi

Background: Combining Trastuzumab with chemotherapy for HER2-positive gastric cancer shows treatment promise but may raise costs. We aimed to evaluate the cost-effectiveness of combining Trastuzumab with chemotherapy for HER2-positive gastric cancer treatment in Iran.

Methods: We employed a partitioned survival model (PSM) to evaluate the cost-effectiveness of trastuzumab plus chemotherapy versus chemotherapy alone. The PSM framework included three distinct health states: progression-free, post-progression, and death. Clinical data, including overall survival and progression-free survival rates, were derived from the ToGA trial, a randomized controlled study. A bottom-up approach was used to calculate costs by considering drug costs, adverse event management costs and other disease management costs separately for the progression-free and post-progression states. The analysis was conducted from the Iranian healthcare system's perspective, considering direct medical costs. We performed a cost-effectiveness analysis to determine the optimal strategy by comparing the incremental cost-effectiveness ratio (ICER) to Iran's cost-effectiveness threshold, set at one to three times the GDP per capita. Additionally, we conducted sensitivity analyses to assess the robustness of our findings.

Results: Both FOLFOX-based regimens were strongly dominated. In comparison, the CAPOX regimen cost $2,811.11 for 0.75 QALYs. Adding Trastuzumab to CAPOX increased the cost to $6,128 and improved effectiveness to 0.92 QALYs, resulting in an ICER of $19,089.94 per QALY, which is between 2 and 3 times the GDP per capita in 2022.

Conclusion: The addition of trastuzumab to chemotherapy regimens improved clinical outcomes in HER2-positive gastric cancer patients. From an economic perspective, the CAPOX regimen is the most cost-effective option when considering a cost-effectiveness threshold of up to two times Iran's GDP per capita. However, when the threshold increases to three times the GDP per capita, the CAPOX + Trastuzumab regimen becomes the preferred choice. These findings provide valuable insights for healthcare policymakers in Iran.

背景:曲妥珠单抗与化疗联合治疗 HER2 阳性胃癌显示出治疗前景,但可能会增加成本。我们旨在评估伊朗 HER2 阳性胃癌治疗中曲妥珠单抗与化疗联合应用的成本效益:我们采用了分区生存模型(PSM)来评估曲妥珠单抗联合化疗与单独化疗的成本效益。分区生存模型框架包括三种不同的健康状态:无进展、进展后和死亡。临床数据(包括总生存率和无进展生存率)来自随机对照研究 ToGA 试验。在计算成本时采用了自下而上的方法,分别考虑了无进展状态和进展后状态的药物成本、不良事件管理成本和其他疾病管理成本。分析从伊朗医疗保健系统的角度出发,考虑了直接医疗成本。我们进行了成本效益分析,通过比较增量成本效益比 (ICER) 和伊朗的成本效益阈值(设定为人均 GDP 的 1 到 3 倍)来确定最佳策略。此外,我们还进行了敏感性分析,以评估研究结果的稳健性:结果:以 FOLFOX 为基础的两种方案均占据绝对优势。相比之下,CAPOX 方案的成本为 2,811.11 美元,QALY 为 0.75。在CAPOX方案中加入曲妥珠单抗后,成本增加到6128美元,疗效提高到0.92 QALYs,每QALY的ICER为19089.94美元,是2022年人均GDP的2至3倍:结论:在化疗方案中加入曲妥珠单抗可改善HER2阳性胃癌患者的临床疗效。从经济角度看,当成本效益阈值为伊朗人均 GDP 的 2 倍时,CAPOX 方案是最具成本效益的方案。然而,当阈值增加到人均 GDP 的三倍时,CAPOX + 曲妥珠单抗方案成为首选。这些发现为伊朗的医疗决策者提供了宝贵的见解。
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引用次数: 0
Cost-utility analysis of Palbociclib + letrozole and ribociclib + letrozole versus Letrozole monotherapy in the first-line treatment of metastatic breast cancer in Iran using partitioned survival model. Palbociclib的成本效用分析 + 来曲唑与环核糖 + 来曲唑与来曲唑单药治疗伊朗转移性乳腺癌症的一线治疗,使用分割生存模型。
IF 2.4 3区 经济学 Q1 ECONOMICS Pub Date : 2023-11-09 DOI: 10.1186/s13561-023-00463-6
Ali Darvishi, Rajabali Daroudi, Ali Akbar Fazaeli

Background: Palbociclib and Ribociclib are cyclin-dependent kinase 4/6 oral molecular inhibitors that have the potential to improve overall survival (OS), progression-free survival (PFS), and quality of life in patients with metastatic breast cancer (MBC). The objective of this study was to analyze the cost-utility of Palbociclib and Ribociclib in comparison with Letrozole monotherapy as the first-line treatment for hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2-) MBC patients in Iran.

Methods: A Cost-Utility Analysis (CUA) was conducted using a partitioned survival model (PSM) from the perspective of the Iranian healthcare system. The comparative strategies considered were Palbociclib + Letrozole, Ribociclib + Letrozole, and Letrozole monotherapy. The model was structured with a 1-month cycle length and a 15-year time horizon. Clinical safety, efficacy, and survival data in terms of PFS and OS for Palbociclib + Letrozole and Ribociclib + Letrozole were obtained from the latest updates of the PALOMA-1, 2, and MONALEESA-2 studies, respectively. Direct medical costs, including drug costs, visits, hospitalization, CT scans, bone x-rays, monitoring and laboratory testing, as well as medication side effects, were considered. Uncertainty evaluations were performed through deterministic sensitivity analysis and probabilistic sensitivity analysis. Excel 2016 and TreeAge 2020 were used for all stages of the evaluation.

Results: The base case results indicated that, despite its lower effectiveness, Letrozole monotherapy was the most cost-effective strategy, while Palbociclib + Letrozole and Ribociclib + Letrozole were not cost-effective. The incremental cost-effectiveness ratios (ICERs) for Palbociclib + Letrozole and Ribociclib + Letrozole compared to Letrozole monotherapy were estimated at $137,302 and $120,478 per quality-adjusted life-year (QALY), respectively, which exceeded the target threshold of $4565. Deterministic sensitivity analysis demonstrated that the CUA results were not sensitive to changes in the values of uncertain variables. Probabilistic sensitivity analysis also indicated that Palbociclib + Letrozole and Ribociclib + Letrozole had no chance of being cost-effective based on changes in various parameters and simulations.

Conclusions: Palbociclib and Ribociclib showed significant efficacy in combination with Letrozole, as evidenced by improvements in PFS. However, in the first-line treatment of MBC in Iran, these strategies were not cost-effective compared to Letrozole monotherapy.

背景:帕博昔单抗和利博昔单抗是细胞周期依赖性激酶4/6口服分子抑制剂,有可能改善转移性癌症(MBC)患者的总生存率(OS)、无进展生存率(PFS)和生活质量。本研究的目的是分析Palbociciclib和Ribociclib与来曲唑单药治疗伊朗激素受体阳性(HR+)/人表皮生长因子受体2阴性(HER2-)MBC患者的成本效用伊朗医疗系统。所考虑的比较策略是Palbociclib + 来曲唑、瑞博昔单抗 + 来曲唑和来曲唑单药治疗。该模型的结构为1个月的周期长度和15年的时间范围。Palbociclib PFS和OS方面的临床安全性、疗效和生存数据 + 来曲唑和瑞博昔单抗 + 来曲唑分别来自PALOMA-1、2和MONALEESA-2研究的最新更新。考虑了直接医疗费用,包括药品费用、就诊、住院、CT扫描、骨x光检查、监测和实验室检测,以及药物副作用。通过确定性敏感性分析和概率敏感性分析进行不确定性评估。Excel 2016和TreeAge 2020用于评估的所有阶段。结果:基本病例结果表明,尽管疗效较低,但来曲唑单药治疗是最具成本效益的策略,而帕博西立布 + 来曲唑和瑞博昔单抗 + 来曲唑不具有成本效益。Palbociclib的增量成本效益比(ICERs) + 来曲唑和瑞博昔单抗 + 来曲唑与来曲唑单药治疗相比,估计每个质量调整生命年(QALY)分别为137302美元和120478美元,超过了4565美元的目标阈值。确定性敏感性分析表明,CUA结果对不确定变量值的变化不敏感。概率敏感性分析也表明Palbociclib + 来曲唑和瑞博昔单抗 + 根据各种参数和模拟的变化,来曲唑不可能具有成本效益。结论:Palbociciclib和Ribociclib联合来曲唑显示出显著的疗效,PFS的改善证明了这一点。然而,在伊朗MBC的一线治疗中,与来曲唑单药治疗相比,这些策略并不具有成本效益。
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引用次数: 0
Supply-side factors influencing demand for facility-based delivery in Tanzania: a multilevel analysis. 影响坦桑尼亚设施交付需求的供应方因素:多层次分析。
IF 2.4 3区 经济学 Q1 ECONOMICS Pub Date : 2023-11-06 DOI: 10.1186/s13561-023-00468-1
Peter Binyaruka, Anna Foss, Abdullah Alibrahim, Nicholaus Mziray, Rachel Cassidy, Josephine Borghi

Background: Improving access to facility-based delivery care has the potential to reduce maternal and newborn deaths across settings. Yet, the access to a health facility for childbirth remains low especially in low-income settings. To inform evidence-based interventions, more evidence is needed especially accounting for demand- and supply-side factors influencing access to facility-based delivery care. We aimed to fill this knowledge gap using data from Tanzania.

Methods: We used data from a cross-sectional survey (conducted in January 2012) of 150 health facilities, 1494 patients and 2846 households with women who had given births in the last 12 months before the survey across 11 districts in three regions in Tanzania. The main outcome was the place of delivery (giving birth in a health facility or otherwise), while explanatory variables were measured at the individual woman and facility level. Given the hierarchical structure of the data and variance in demand across facilities, we used a multilevel mixed-effect logistic regression to explore the determinants of facility-based delivery care.

Results: Eighty-six percent of 2846 women gave birth in a health facility. Demand for facility-based delivery care was influenced more by demand-side factors (76%) than supply-side factors (24%). On demand-side factors, facility births were more common among women who were educated, Muslim, wealthier, with their first childbirth, and those who had at least four antenatal care visits. On supply-side factors, facility births were more common in facilities offering outreach services, longer consultation times and higher interpersonal quality. In contrast, facilities with longer average waiting times, longer travel times and higher chances of charging delivery fees had few facility births.

Conclusions: Policy responses should aim for strategies to improve demand like health education to raise awareness towards care seeking among less educated groups and those with higher parity, reduce financial barriers to access (including time costs to reach and access care), and policy interventions to enhance interpersonal quality in service provision.

背景:改善获得设施分娩护理的机会有可能减少各种环境中的孕产妇和新生儿死亡。然而,获得分娩保健设施的机会仍然很低,尤其是在低收入环境中。为了为循证干预提供信息,需要更多的证据,特别是考虑到影响获得基于设施的交付护理的需求和供应方面的因素。我们的目标是利用坦桑尼亚的数据来填补这一知识空白。方法:我们使用了一项横断面调查(于2012年1月进行)的数据,该调查涉及坦桑尼亚三个地区的11个区,共有150家卫生机构、1494名患者和2846户在调查前12个月内分娩的妇女家庭。主要结果是分娩地点(在卫生机构或其他地方分娩),而解释变量是在女性个体和机构层面测量的。考虑到数据的层次结构和不同设施的需求差异,我们使用多水平混合效应逻辑回归来探索基于设施的分娩护理的决定因素。结果:2846名妇女中,86%在卫生机构分娩。对基于设施的分娩护理的需求更多地受到需求方因素(76%)的影响,而不是供应方因素(24%)的影响。在需求方面的因素中,设施分娩在受过教育、穆斯林、富裕、第一次分娩的女性以及至少进行过四次产前护理的女性中更为常见。在供应方面,设施分娩在提供外展服务、咨询时间更长和人际关系质量更高的设施中更为常见。相比之下,平均等待时间更长、旅行时间更长、收取分娩费的机会更高的设施几乎没有分娩。结论:政策应对措施应着眼于改善需求的战略,如健康教育,以提高受教育程度较低群体和平等程度较高群体对寻求护理的认识,减少获得护理的经济障碍(包括获得和获得护理的时间成本),以及政策干预,以提高服务提供中的人际素质。
{"title":"Supply-side factors influencing demand for facility-based delivery in Tanzania: a multilevel analysis.","authors":"Peter Binyaruka, Anna Foss, Abdullah Alibrahim, Nicholaus Mziray, Rachel Cassidy, Josephine Borghi","doi":"10.1186/s13561-023-00468-1","DOIUrl":"10.1186/s13561-023-00468-1","url":null,"abstract":"<p><strong>Background: </strong>Improving access to facility-based delivery care has the potential to reduce maternal and newborn deaths across settings. Yet, the access to a health facility for childbirth remains low especially in low-income settings. To inform evidence-based interventions, more evidence is needed especially accounting for demand- and supply-side factors influencing access to facility-based delivery care. We aimed to fill this knowledge gap using data from Tanzania.</p><p><strong>Methods: </strong>We used data from a cross-sectional survey (conducted in January 2012) of 150 health facilities, 1494 patients and 2846 households with women who had given births in the last 12 months before the survey across 11 districts in three regions in Tanzania. The main outcome was the place of delivery (giving birth in a health facility or otherwise), while explanatory variables were measured at the individual woman and facility level. Given the hierarchical structure of the data and variance in demand across facilities, we used a multilevel mixed-effect logistic regression to explore the determinants of facility-based delivery care.</p><p><strong>Results: </strong>Eighty-six percent of 2846 women gave birth in a health facility. Demand for facility-based delivery care was influenced more by demand-side factors (76%) than supply-side factors (24%). On demand-side factors, facility births were more common among women who were educated, Muslim, wealthier, with their first childbirth, and those who had at least four antenatal care visits. On supply-side factors, facility births were more common in facilities offering outreach services, longer consultation times and higher interpersonal quality. In contrast, facilities with longer average waiting times, longer travel times and higher chances of charging delivery fees had few facility births.</p><p><strong>Conclusions: </strong>Policy responses should aim for strategies to improve demand like health education to raise awareness towards care seeking among less educated groups and those with higher parity, reduce financial barriers to access (including time costs to reach and access care), and policy interventions to enhance interpersonal quality in service provision.</p>","PeriodicalId":46936,"journal":{"name":"Health Economics Review","volume":"13 1","pages":"52"},"PeriodicalIF":2.4,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10629065/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71487314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Forecasting emergency department arrivals using INGARCH models. 使用INGARCH模型预测急诊科到达人数。
IF 2.4 3区 经济学 Q1 ECONOMICS Pub Date : 2023-10-28 DOI: 10.1186/s13561-023-00456-5
Juan C Reboredo, Jose Ramon Barba-Queiruga, Javier Ojea-Ferreiro, Francisco Reyes-Santias

Background: Forecasting patient arrivals to hospital emergency departments is critical to dealing with surges and to efficient planning, management and functioning of hospital emerency departments.

Objective: We explore whether past mean values and past observations are useful to forecast daily patient arrivals in an Emergency Department.

Material and methods: We examine whether an integer-valued generalized autoregressive conditional heteroscedastic (INGARCH) model can yield a better conditional distribution fit and forecast of patient arrivals by using past arrival information and taking into account the dynamics of the volatility of arrivals.

Results: We document that INGARCH models improve both in-sample and out-of-sample forecasts, particularly in the lower and upper quantiles of the distribution of arrivals.

Conclusion: Our results suggest that INGARCH modelling is a useful model for short-term and tactical emergency department planning, e.g., to assign rotas or locate staff for unexpected surges in patient arrivals.

背景:预测患者到达医院急诊部门对于应对激增以及医院急诊部门的有效规划、管理和运作至关重要。目的:我们探讨过去的平均值和过去的观测值是否有助于预测急诊科的每日患者到达情况。材料和方法:我们通过使用过去的到达信息和考虑到到货波动的动态。结果:我们记录了INGARCH模型改进了样本内和样本外预测,特别是在到达分布的上分位数和下分位数方面。结论:我们的研究结果表明,INGARCH模型是一个有用的短期和战术急诊科规划模型,例如,为患者到达的意外激增分配轮值表或定位工作人员。
{"title":"Forecasting emergency department arrivals using INGARCH models.","authors":"Juan C Reboredo, Jose Ramon Barba-Queiruga, Javier Ojea-Ferreiro, Francisco Reyes-Santias","doi":"10.1186/s13561-023-00456-5","DOIUrl":"10.1186/s13561-023-00456-5","url":null,"abstract":"<p><strong>Background: </strong>Forecasting patient arrivals to hospital emergency departments is critical to dealing with surges and to efficient planning, management and functioning of hospital emerency departments.</p><p><strong>Objective: </strong>We explore whether past mean values and past observations are useful to forecast daily patient arrivals in an Emergency Department.</p><p><strong>Material and methods: </strong>We examine whether an integer-valued generalized autoregressive conditional heteroscedastic (INGARCH) model can yield a better conditional distribution fit and forecast of patient arrivals by using past arrival information and taking into account the dynamics of the volatility of arrivals.</p><p><strong>Results: </strong>We document that INGARCH models improve both in-sample and out-of-sample forecasts, particularly in the lower and upper quantiles of the distribution of arrivals.</p><p><strong>Conclusion: </strong>Our results suggest that INGARCH modelling is a useful model for short-term and tactical emergency department planning, e.g., to assign rotas or locate staff for unexpected surges in patient arrivals.</p>","PeriodicalId":46936,"journal":{"name":"Health Economics Review","volume":"13 1","pages":"51"},"PeriodicalIF":2.4,"publicationDate":"2023-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10612291/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66784467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative effectiveness and cost-effectiveness of cardioprotective glucose-lowering therapies for type 2 diabetes in Brazil: a Bayesian network model. 巴西2型糖尿病的心脏保护降糖治疗的比较有效性和成本效益:贝叶斯网络模型
IF 2.4 3区 经济学 Q1 ECONOMICS Pub Date : 2023-10-25 DOI: 10.1186/s13561-023-00466-3
Ana Claudia Cavalcante Nogueira, Joaquim Barreto, Filipe A Moura, Beatriz Luchiari, Abrão Abuhab, Isabella Bonilha, Wilson Nadruz, J Michael Gaziano, Thomas Gaziano, Luiz Sergio F de Carvalho, Andrei C Sposito

Background: The escalating prevalence of type 2 diabetes (T2DM) poses an unparalleled economic catastrophe to developing countries. Cardiovascular diseases remain the primary source of costs among individuals with T2DM, incurring expenses for medications, hospitalizations, and surgical interventions. Compelling evidence suggests that the risk of cardiovascular outcomes can be reduced by three classes of glucose-lowering therapies (GLT), including SGLT2i, GLP-1A, and pioglitazone. However, an evidence-based and cost-effective protocol is still unavailable for many countries. The objective of the current study is to compare the effectiveness and cost-effectiveness of GLT in individuals with T2DM in Brazil.

Methods: We employed Bayesian Networks to calculate the incremental cost-effectiveness ratios (ICER), expressed in international dollars (Int$) per disease-adjusted life years [DALYs] averted. To determine the effectiveness of GLT, we conducted a systematic review with network meta-analysis (NMA) to provide insights for our model. Additionally, we obtained cardiovascular outcome incidence data from two real-world cohorts comprising 851 and 1337 patients in primary and secondary prevention, respectively. Our cost analysis took into account the perspective of the Brazilian public health system, and all values were converted to Int$.

Results: In the NMA, SGLT2i [HR: 0.81 (95% CI 0.69-0.96)], GLP-1A [HR: 0.79 (95% CI 0.67-0.94)], and pioglitazone [HR: 0.73 (95% CI 0.59-0.91)] demonstrated reduced relative risks of non-fatal cardiovascular events. In the context of primary prevention, pioglitazone yielded 0.2339 DALYs averted, with an ICER of Int$7,082 (95% CI 4,521-10,770) per DALY averted when compared to standard care. SGLT2i and GLP-1A also increased effectiveness, resulting in 0.261 and 0.259 DALYs averted, respectively, but with higher ICERs of Int$12,061 (95% CI: 7,227-18,121) and Int$29,119 (95% CI: 23,811-35,367) per DALY averted. In the secondary prevention scenario, all three classes of treatments were deemed cost-effective at a maximum willingness-to-pay threshold of Int$26,700. Notably, pioglitazone consistently exhibited the highest probability of being cost-effective in both scenarios.

Conclusions: In Brazil, pioglitazone presented a higher probability of being cost-effective both in primary and secondary prevention, followed by SGLT2i and GLP-1A. Our findings support the use of cost-effectiveness models to build optimized and hierarchical therapeutic strategy in the management of T2DM.

Trial registration: CRD42020194415.

背景:2型糖尿病(T2DM)患病率的不断上升给发展中国家带来了前所未有的经济灾难。心血管疾病仍然是T2DM患者的主要费用来源,包括药物、住院和手术干预费用。令人信服的证据表明,三类降血糖疗法(GLT)可以降低心血管后果的风险,包括SGLT2i、GLP-1A和吡格列酮。然而,许多国家仍然无法制定一项循证且具有成本效益的议定书。本研究的目的是比较GLT在巴西T2DM患者中的有效性和成本效益。方法:我们使用贝叶斯网络计算增量成本效益比(ICER),以国际美元(Int$)表示的每避免疾病调整生命年[DALYs]。为了确定GLT的有效性,我们使用网络荟萃分析(NMA)进行了系统综述,为我们的模型提供了见解。此外,我们从两个真实世界的队列中获得了心血管结果发病率数据,这两个队列分别包括851名和1337名一级和二级预防患者。我们的成本分析考虑了巴西公共卫生系统的观点,并将所有值转换为Int$。结果:在NMA中,SGLT2i[HR:0.81(95%CI 0.69-0.96)]、GLP-1A[HR:0.79(95%CI 0.65-0.94)]和吡格列酮[HR:0.73(95%CI 0.59-0.91)]显示非致命心血管事件的相对风险降低。在初级预防的背景下,吡格列酮避免了0.2339个DALY,与标准护理相比,每个DALY的ICER为7082 Int(95%CI 4521-10770)。SGLT2i和GLP-1A也提高了有效性,分别避免了0.261和0.259个DALY,但每个DALY的ICER更高,分别为12061 Int(95%CI:7227-18121)和29119 Int(95%CI:23811-35367)。在二级预防方案中,所有三类治疗都被认为具有成本效益,最高支付意愿阈值为26700 Int。值得注意的是,吡格列酮在这两种情况下始终表现出最高的成本效益概率。结论:在巴西,吡格列酮在一级和二级预防中具有较高的成本效益,其次是SGLT2i和GLP-1A。我们的研究结果支持使用成本效益模型来建立T2DM管理中的优化和分级治疗策略。试验注册号:CRD42020194415。
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引用次数: 0
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