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The effect of performance pay incentives on market frictions: evidence from medicare. 绩效薪酬激励对市场摩擦的影响:来自医疗保险的证据。
IF 2.4 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2023-03-01 DOI: 10.1007/s10754-022-09339-4
Atul Gupta, Guy David, Lucy Kim

Medicare has increased the use of performance pay incentives for hospitals, with the goal of increasing care coordination across providers, reducing market frictions, and ultimately to improve quality of care. This paper provides new empirical evidence by using novel operations and claims data from a large, independent home health care firm with the Hospital Readmissions Reduction Program (HRRP) penalty on hospitals providing identifying variation. We find that the penalty incentive to reduce re-hospitalizations passed through from hospitals to the firm for at least some types of patients, since it provided more care inputs for heart disease patients discharged from hospitals at greater penalty risk and that contributed more patients to the firm. This evidence suggests that HRRP helped increase coordination between hospitals and home health firms without formal integration. Greater home health effort does not appear to have led to lower patient readmissions.

医疗保险增加了对医院绩效薪酬激励的使用,其目标是加强提供者之间的护理协调,减少市场摩擦,并最终提高护理质量。本文通过使用来自一家大型独立家庭医疗保健公司的新操作和索赔数据提供了新的经验证据,该公司对医院的再入院减少计划(HRRP)处罚提供了识别变化。我们发现,至少对某些类型的患者来说,减少再住院的惩罚激励从医院传递到企业,因为它为从医院出院的心脏病患者提供了更多的护理投入,这些患者面临更大的惩罚风险,从而为企业贡献了更多的患者。这一证据表明,在没有正式整合的情况下,HRRP有助于提高医院和家庭保健公司之间的协调。更大的家庭卫生努力似乎并没有降低病人再入院率。
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引用次数: 0
Pricing behavior in long term care markets: evidence from provider-level data for home help services. 长期护理市场的定价行为:来自家庭帮佣服务提供者层面数据的证据。
IF 2.4 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2023-03-01 DOI: 10.1007/s10754-022-09334-9
Remco van Eijkel, Mark Kattenberg, Ab van der Torre

Exploiting a rich data set on the Dutch market for home help services, we find that larger providers obtain a higher price than do small providers. However, compared to other studies on market power in care markets this price difference is considered small to moderate. Our identification strategy relies on the exogenous variation in market shares in January'07, the very first month after home help was decentralized to municipalities. Zooming in on our main outcome, we obtain that the small but significant effect of market size on price is merely driven by the pricing behavior of for-profit providers.

利用荷兰市场上丰富的家政服务数据集,我们发现大供应商比小供应商获得更高的价格。然而,与其他关于护理市场市场力量的研究相比,这种价格差异被认为是小到中等的。我们的识别策略依赖于2007年1月市场份额的外生变化,这是家政服务分散到市政当局后的第一个月。放大我们的主要结果,我们得到市场规模对价格的小而显著的影响仅仅是由营利性供应商的定价行为驱动的。
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引用次数: 0
The influence of strong and weak ties in physician peer networks on new drug adoption. 医师同行网络中强弱关系对新药采用的影响。
IF 2.4 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2023-03-01 DOI: 10.1007/s10754-022-09335-8
Yong Cai, Mohamed Abouzahra

Physicians interact and exchange information through various social networks. Understanding peer effects through different networks can help accelerate new medical technology and innovative treatment adoption. In this research, we measure the influence of strong-tie and weak-tie connections on new drug adoption and study the overlap between advice-discussion and patient-sharing network. We construct two physician networks with strong and weak ties from peer nomination surveys and commercial medical claims data. We design a dynamic system to define peer adoption status and build patient-level hierarchical logistic models to measure the peer influence on new product adoption for treating new-to-therapy patients. Our results show that A strong-tie early adoption peer has six times more influence on new drug adoption than a weak-tie peer. Weak tie peers collectively exert as much or higher influence than strong-tie peers because of the larger network size. In the case of inaccessibility to strong-tie data, researchers can still reliably use the influence of the weak tie data only even though they will lose the effect of the omitted strong ties.

医生通过各种社交网络进行互动和信息交换。通过不同的网络了解同伴效应可以帮助加速新的医疗技术和创新治疗的采用。在本研究中,我们测量了强联系和弱联系对新药采用的影响,并研究了建议讨论和患者共享网络之间的重叠。我们从同行提名调查和商业医疗索赔数据中构建了两个强联系和弱联系的医生网络。我们设计了一个动态系统来定义同行采用状态,并建立了患者层次逻辑模型来衡量同行对治疗新治疗患者采用新产品的影响。我们的研究结果表明,强联系的早期采用同伴对新药采用的影响是弱联系同伴的六倍。由于网络规模较大,弱关系节点总体上比强关系节点发挥同样多或更高的影响力。在无法获得强联系数据的情况下,研究者仍然可以可靠地利用弱联系数据的影响,即使他们会失去被忽略的强联系的影响。
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引用次数: 1
Exploring the effectiveness of demand-side retail pharmaceutical expenditure reforms : Cross-country evidence from weighted-average least squares estimation. 探索需求侧零售药品支出改革的有效性:来自加权平均最小二乘估计的跨国证据。
IF 2.4 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2023-03-01 DOI: 10.1007/s10754-022-09337-6
Michael Berger, Markus Pock, Miriam Reiss, Gerald Röhrling, Thomas Czypionka

Increasing expenditures on retail pharmaceuticals bring a critical challenge to the financial stability of healthcare systems worldwide. Policy makers have reacted by introducing a range of measures to control the growth of public pharmaceutical expenditure (PPE). Using panel data on European and non-European OECD member countries from 1990 to 2015, we evaluate the effectiveness of six types of demand-side expenditure control measures including physician-level behaviour measures, system-level price-control measures and substitution measures, alongside a proxy for cost-sharing and add a new dimension to the existing empirical evidence hitherto based on national-level and meta-studies. We use the weighted-average least squares regression framework adapted for estimation with panel-corrected standard errors. Our empirical analysis suggests that direct patient cost-sharing and some-but not all-demand-side measures successfully dampened PPE growth in the past. Cost-sharing schemes stand out as a powerful mechanism to curb PPE growth, but bear a high risk of adverse effects. Other demand-side measures are more limited in effect, though may be more equitable. Due to limitations inherent in the study approach and the data, the results are only explorative.

零售药品支出的增加给全球医疗保健系统的财务稳定性带来了严峻的挑战。决策者的反应是采取一系列措施来控制公共药品支出的增长。利用1990年至2015年欧洲和非欧洲经合组织成员国的面板数据,我们评估了六种需求侧支出控制措施的有效性,包括医生层面的行为措施、系统层面的价格控制措施和替代措施,以及成本分担的代理措施,并为迄今为止基于国家层面和元研究的现有经验证据增加了一个新的维度。我们使用加权平均最小二乘回归框架,适用于面板校正标准误差的估计。我们的实证分析表明,在过去,直接的患者成本分担和一些(但不是全部)需求方措施成功地抑制了个人防护装备的增长。费用分摊计划是遏制个人防护用品增长的有力机制,但也有很高的不利影响风险。其他需求侧措施的效果更为有限,尽管可能更为公平。由于研究方法和数据的局限性,研究结果只是探索性的。
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引用次数: 0
Discontinuation of performance-based financing in primary health care: impact on family planning and maternal and child health. 停止在初级保健方面按业绩供资:对计划生育和妇幼保健的影响。
IF 2.4 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2023-03-01 DOI: 10.1007/s10754-022-09333-w
Amira El-Shal, Patricia Cubi-Molla, Mireia Jofre-Bonet

Performance-based financing (PBF) is advocated as an effective means to improve the quality of care by changing healthcare providers' behavior. However, there is limited evidence on its effectiveness in low- and middle-income countries and on its implementation in primary care settings. Evidence on the effect of discontinuing PBF is even more limited than that of introducing PBF schemes. We estimate the effects of discontinuing PBF in Egypt on family planning, maternal health, and child health outcomes. We use a difference-in-differences (DiD) model with fixed effects, exploiting a unique dataset of six waves of spatially constructed facility-level health outcomes. We find that discontinuing performance-based incentives to providers had a negative effect on the knowledge of contraceptive methods, iron supplementation during pregnancy, the prevalence of childhood acute respiratory infection, and, more importantly, under-five child mortality, all of which were indirectly targeted by the PBF scheme. No significant effects are reported for directly targeted outcomes. Our findings suggest that PBF can induce permanent changes in providers' behavior, but this may come at the expense of non-contracted outcomes.

绩效融资(PBF)被认为是通过改变医疗服务提供者的行为来提高医疗质量的有效手段。然而,关于其在低收入和中等收入国家的有效性以及在初级保健环境中实施的证据有限。关于停止PBF的影响的证据甚至比引入PBF计划的证据更为有限。我们估计了埃及停止PBF对计划生育、孕产妇健康和儿童健康结果的影响。我们使用具有固定效应的差异中差异(DiD)模型,利用由六波空间构建的设施级健康结果组成的独特数据集。我们发现,停止对提供者的基于绩效的激励对避孕方法的知识、怀孕期间的铁补充、儿童急性呼吸道感染的患病率、更重要的是,五岁以下儿童死亡率都有负面影响,所有这些都是PBF计划的间接目标。对直接目标结果没有显著影响的报道。我们的研究结果表明,PBF可以诱导提供者行为的永久性改变,但这可能是以牺牲非合同结果为代价的。
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引用次数: 2
Catastrophic health expenditure and its determinants among Nigerian households. 尼日利亚家庭的灾难性卫生支出及其决定因素。
IF 2.4 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-12-01 Epub Date: 2022-02-14 DOI: 10.1007/s10754-022-09323-y
Ryoko Sato

Health expenditure can be substantial, especially in countries without national health insurance schemes, and it can negatively affect people's welfare. This study uses recent data to evaluate the extent to which Nigerian households suffer from catastrophic health expenditure (CHE) and evaluates its determinants. We used the Living Standards Survey 2018-2019 to estimate the headcount of Nigerian households that experience CHE-the proportion of health expenditures exceeding a certain ratio of such expenditures to non-food expenditures. To evaluate the determinants of CHE, we used ordinary least square regression with state fixed effects. The total sample was 22,110 nationally representative households. Many households, especially poorer ones, do not have any health care expenses; only 60.6% of the poorest households had some health-related expenditure. Even with the limited health-seeking behaviors in this demographic, the percentage of households that suffered from CHE was very high: with a 15% cutoff for CHE thresholds, 34.9 to 44.2% of households experienced CHE. Lower education, higher non-food consumption, and rural residence were correlated with higher amounts of health expenditure and higher odds of CHE. Health-seeking behaviors such as clinic visits for sickness treatment and prevention are limited, especially among the poorer households. Even so, the headcount of households experiencing CHE is very high in Nigeria. Advancing the implementation of national health insurance scheme is important to reduce the burden of health expenditure, especially among the poor, as well as to remove financial barriers to their seeking adequate health services.

卫生支出可能很大,特别是在没有国家健康保险计划的国家,这可能对人民的福利产生负面影响。本研究使用最近的数据来评估尼日利亚家庭遭受灾难性卫生支出的程度,并评估其决定因素。我们使用2018-2019年生活水平调查来估计尼日利亚经历医疗支出的家庭人数-医疗支出超过此类支出与非食品支出的一定比例。为了评估CHE的决定因素,我们使用了具有状态固定效应的普通最小二乘回归。总样本为22110个具有全国代表性的家庭。许多家庭,特别是较贫穷的家庭,没有任何医疗费用;只有60.6%的最贫困家庭有一些与卫生有关的支出。即使这一人口中寻求健康的行为有限,遭受CHE的家庭比例也非常高:以15%的CHE阈值为下限,34.9%至44.2%的家庭经历了CHE。较低的教育水平、较高的非食品消费和农村居住与较高的卫生支出和较高的CHE几率相关。寻求保健的行为,如到诊所治疗和预防疾病,是有限的,特别是在较贫穷的家庭中。即便如此,在尼日利亚,经历CHE的家庭数量还是非常高的。推进国家健康保险计划的实施对于减轻保健支出负担,特别是在穷人中,以及消除他们寻求适当保健服务的经济障碍非常重要。
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引用次数: 0
Impact evaluation of subsidized health insurance programs on utilization of healthcare facilities: evidence from Indonesia. 补贴医疗保险计划对医疗设施利用的影响评估:来自印度尼西亚的证据。
IF 2.4 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-09-01 Epub Date: 2022-01-14 DOI: 10.1007/s10754-021-09321-6
Riska Dwi Astuti, Rindang Nuri Isnaini Nugrohowati

Despite subsidized health insurance has long been proclaimed by many countries including Indonesia, the variety of evaluation results showing that the optimization of benefits obtained by recipients is still questionable. The objective of this study is to analyze the impact of subsidized health insurance programs (ASKESKIN and JAMKESMAS) on the utilization of healthcare facilities in Indonesia. Data from two waves longitudinal data, the Indonesian Family Life Survey (IFLS), were analyzed using the propensity score matching method. This study found that in general, ASKESKIN and JAMKESMAS had very small impacts on the utility of healthcare facilities measured by outpatient and inpatient visits by program's beneficiaries. It implies that being subsidized health insurance holders does not necessarily encourage them to visit formal healthcare facilities. In addition, the comparison of average treatment effect on the treated (ATT) between ASKESKIN and JAMKESMAS also did not show any significant improvement even though the program had tried to be improved. The results of this study provide the basis for advising policy makers that there needs to revisit the effectiveness of subsidized health insurance program implementation.

尽管包括印度尼西亚在内的许多国家长期以来一直宣称有补贴的医疗保险,但各种评估结果表明,受益人获得的福利得到了优化,这一点仍然值得怀疑。本研究的目的是分析补贴医疗保险计划(ASKESKIN和JAMKESMAS)对印度尼西亚医疗设施利用的影响。采用倾向得分匹配法对印度尼西亚家庭生活调查(IFLS)两波纵向数据进行分析。本研究发现,总的来说,ASKESKIN和JAMKESMAS对医疗保健设施的效用的影响非常小,通过门诊和住院就诊的项目受益人来衡量。这意味着,获得医疗保险补贴并不一定会鼓励他们去正规的医疗机构。此外,ASKESKIN和JAMKESMAS对被治疗者的平均治疗效果(ATT)的比较也没有显示出任何显著的改善,即使该计划已经试图改进。本研究的结果为政策制定者提供了建议,建议他们需要重新审视补贴医疗保险计划实施的有效性。
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引用次数: 1
Medical insurance and physician-induced demand in China: the case of hemorrhoid treatments. 中国医疗保险与医生需求:以痔疮治疗为例。
IF 2.4 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-09-01 Epub Date: 2021-11-13 DOI: 10.1007/s10754-021-09318-1
Kebin Deng, Zhong Ding, Jieni Li

In October 2015, the Guangdong government of China enacted a so-called unified medical insurance payment for patients residing in Guangdong province, which fundamentally simplifies reimbursement procedures of medical insurance for the involved cross-city in-patients. Using a unique confidential dataset from 2013 to 2018 on hemorrhoid treatments at a renowned hospital in Guangzhou, the provincial capital of Guangdong, and exploiting difference-in-differences estimations based on the abovementioned policy, we document that the physicians' incentives are a negative externality of the full medical insurance policy for cross-city in-patients and account for a 49% probability increase in improper treatments; and neither increasing the communication between physicians and patients nor enhancing the education level of patients reduces the physician-induced demand for improper treatments. A series of robustness tests indicate our findings are solid. In summary, we highlight the substantial roles of medical insurance as a driver of physician-induced demand in an emerging economy such as China.

2015年10月,中国广东省政府实施了所谓的省内患者医保统一支付,从根本上简化了跨城市住院患者医保报销手续。利用2013年至2018年广东省省会广州某知名医院痔疮治疗的独特保密数据集,基于上述政策,利用异中差估计,我们发现医生的激励是跨城市住院患者全额医保政策的负外部性,导致不正当治疗的概率增加49%;增加医患之间的沟通和提高患者的受教育程度都不能减少医生对不当治疗的需求。一系列稳健性测试表明我们的发现是可靠的。总之,我们强调了医疗保险在中国等新兴经济体推动医生需求方面的重要作用。
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引用次数: 0
Competition and physician-induced demand in a healthcare market with regulated price: evidence from Ghana. 价格管制的医疗保健市场中的竞争和医生诱导的需求:来自加纳的证据。
IF 2.4 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-09-01 DOI: 10.1007/s10754-021-09320-7
Adolf Kwadzo Dzampe, Shingo Takahashi

Using panel data of administrative claims spanning 36 months (2017-2019) and an instrumental variable method, this study examines whether physician-induced demand for hypertension disease care exists in Ghana's healthcare system where price is regulated, and there is no co-payment. We find that an increase in competition-measured as a high doctor-to-population ratio at the district level-leads to an increase in the number of physician visits, suggesting physician-induced demand exists, and that effects are greater for large hospitals and public health providers. This result is further supported by alternative measures and specifications showing that physicians' revenue from medication and gross revenue increase as the physician density increases. These pattern suggest that physicians in high density areas, faced with a decrease in number of patients per physician, make up for the decline in income by inducing more patient visits.

本研究使用跨越36个月(2017-2019)的行政索赔面板数据和工具变量方法,研究了加纳的医疗保健系统中是否存在医生引起的高血压疾病护理需求,该系统的价格受到监管,没有共同支付。我们发现,竞争的加剧——以地区一级较高的医生与人口比率来衡量——导致医生就诊次数的增加,这表明医生引发的需求存在,而且对大型医院和公共卫生机构的影响更大。这一结果进一步得到了替代措施和规范的支持,表明医生的用药收入和总收入随着医生密度的增加而增加。这些模式表明,高密度地区的医生,面对每个医生的病人数量减少,弥补收入的下降,通过吸引更多的病人就诊。
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引用次数: 8
Provider responses to discontinuous tariffs: evidence from Dutch rehabilitation care. 提供者对不连续收费的反应:来自荷兰康复护理的证据。
IF 2.4 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-09-01 Epub Date: 2022-02-01 DOI: 10.1007/s10754-021-09322-5
Katalin Gaspar, Xander Koolman

Abrupt jumps in reimbursement tariffs have been shown to lead to unintended effects in physicians' behavior. A sudden change in tariffs at a pre-defined point in the treatment can incentivize health care providers to prolong treatment to reach the higher tariff, and then to discharge patients once the higher tariff is reached. The Dutch reimbursement schedule in hospital rehabilitation care follows a two-threshold stepwise-function based on treatment duration. We investigated the prevalence of strategic discharges around the first threshold and assessed whether their share varies by provider type. Our findings suggest moderate response to incentives by traditional care providers (general and academic hospitals, rehabilitation centers and multicategorical providers), and strong response by profit-oriented independent treatment centers. When examining the variation in response based on the financial position of the organization, we found a higher probability of manipulation among providers in financial distress. Our findings provide multiple insights and possible indicators to identify provider types that may be more prone to strategic behavior.

报销费用的突然上涨已被证明会对医生的行为产生意想不到的影响。在治疗的预定点上突然改变关税可以激励卫生保健提供者延长治疗以达到更高的关税,然后在达到更高的关税后让病人出院。荷兰医院康复护理的报销计划遵循基于治疗持续时间的双阈值逐步函数。我们调查了第一个阈值附近的战略出院的流行程度,并评估了其份额是否因提供者类型而异。我们的研究结果表明,传统护理提供者(综合医院和学术医院、康复中心和多类别提供者)对激励措施的反应一般,而以利润为导向的独立治疗中心的反应强烈。在检查基于组织财务状况的响应变化时,我们发现在财务困境中的提供者中操纵的可能性更高。我们的研究结果提供了多种见解和可能的指标,以确定可能更倾向于战略行为的供应商类型。
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引用次数: 1
期刊
International Journal of Health Economics and Management
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