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Modeling Product Choices in a Peer Network 对等网络中的产品选择建模
Q3 Economics, Econometrics and Finance Pub Date : 2019-06-01 DOI: 10.1515/fhep-2018-0007
D. Fang, T. Richards, Carola Grebitus
Abstract Consumers are uncertain about their preferences for innovative product attributes until the first trial. They search for information as a means of reducing uncertainty and improving the likelihood that they will be satisfied with their purchase. One way to receive information is through peer networks. As a peer network is often a priori unknown, we conduct an experiment to solicit self-reported peer nominations. We compare two mechanisms through which peer networks operate: Strength of social ties and perceived peer expertise, to draw inferences regarding consumers’ preference reversal after exposure to peer recommendations. Our results indicate that perceived source expertise influences preferences while the closeness of social relationships has no statistically significant impact.
在第一次试验之前,消费者对创新产品属性的偏好是不确定的。他们搜索信息是为了减少不确定性,提高他们对购买感到满意的可能性。接收信息的一种方式是通过对等网络。由于同伴网络通常是先验未知的,我们进行了一个实验来征求自我报告的同伴提名。我们比较了同伴网络运行的两种机制:社会联系强度和感知同伴专业知识,以推断消费者在接触同伴推荐后的偏好逆转。我们的研究结果表明,感知源专业知识影响偏好,而社会关系的密切程度没有统计学意义上的显著影响。
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引用次数: 1
The Impact of New Drug Launches on Hospitalization in 2015 for 67 Medical Conditions in 15 OECD Countries: A Two-Way Fixed-Effects Analysis. 2015年15个经合组织国家67种医疗条件下新药上市对住院率的影响:双向固定效应分析
Q3 Economics, Econometrics and Finance Pub Date : 2019-04-24 DOI: 10.1515/fhep-2018-0009
Frank R Lichtenberg

There are two types of prescription drug cost offsets. The first type of cost offset - from prescription drug use - is primarily about the effect of changes in drug quantity (e.g. due to changes in out-of-pocket drug costs) on other medical costs. Previous studies indicate that the cost offsets from prescription drug use may slightly exceed the cost of the drugs themselves. The second type of cost offset - the cost offset from prescription drug innovation - is primarily about the effect of prescription drug quality on other medical costs. Two previous studies (of a single disease or a single country) found that pharmaceutical innovation reduced hospitalization, and that the reduction in hospital cost from the use of newer drugs was considerably greater than the innovation-induced increase in pharmaceutical expenditure. In this study, we reexamine the impact that pharmaceutical innovation has had on hospitalization, employing a different type of 2-way fixed effects research design. In lieu of analyzing different countries over time for a single disease, or different diseases over time for a single country, we estimate the impact that new drug launches that occurred during the period 1982-2015 had on hospitalization in 2015 for 67 diseases in 15 OECD countries. Our models include both country fixed effects and disease fixed effects, which control for the average propensity of people to be hospitalized in each country and from each disease. The number of hospital discharges and days of care in 2015 is significantly inversely related to the number of drugs launched during 1982-2005, but not significantly related to the number of drugs launched after 2005. (Utilization of drugs during the first few years after they are launched is relatively low, and drugs for chronic conditions may have to be consumed for several years to achieve full effectiveness.) The estimates imply that, if no new drugs had been launched after 1981, total days of care in 2015 would have been 163% higher than it actually was. The estimated reduction in 2015 hospital expenditure that may be attributable to post-1981 drug launches was 5.3 times as large as 2015 expenditure on those drugs.

处方药成本补偿有两种。第一类费用抵消——来自处方药使用——主要是关于药品数量的变化(例如由于自付药品费用的变化)对其他医疗费用的影响。先前的研究表明,处方药使用的成本抵消可能略高于药物本身的成本。第二类成本抵消——处方药创新成本抵消,主要是处方药质量对其他医疗成本的影响。以前的两项研究(针对一种疾病或一个国家)发现,药物创新减少了住院率,使用新药对医院成本的降低远远大于创新导致的药品支出增加。在本研究中,我们采用一种不同类型的双向固定效应研究设计,重新审视药物创新对住院治疗的影响。我们没有分析一种疾病在不同国家的长期情况,也没有分析一个国家不同疾病的长期情况,而是估计了1982年至2015年期间出现的新药上市对15个经合组织国家67种疾病2015年住院治疗的影响。我们的模型包括国家固定效应和疾病固定效应,它们控制了每个国家和每种疾病的住院人数的平均倾向。2015年出院人次和住院天数与1982-2005年期间推出的药品数量呈显著负相关,与2005年后推出的药品数量无显著相关。(药物在上市后的头几年的使用率相对较低,治疗慢性疾病的药物可能需要消耗数年才能达到充分的效果。)这些估计表明,如果1981年后没有新药上市,2015年的总护理天数将比实际高出163%。据估计,由于1981年后药物上市,2015年医院支出的减少可能是2015年这些药物支出的5.3倍。
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引用次数: 1
Short-Run Health Consequences of Retirement and Pension Benefits: Evidence from China. 退休和养老金福利对健康的短期影响:来自中国的证据。
Q3 Economics, Econometrics and Finance Pub Date : 2019-04-09 DOI: 10.1515/fhep-2017-0031
Plamen Nikolov, Alan Adelman

This paper examines the impact of the New Rural Pension Scheme (NRPS) in China. Exploiting the staggered implementation of an NRPS policy expansion that began in 2009, we use a difference-in-difference approach to study the effects of the introduction of pension benefits on the health status, health behaviors, and healthcare utilization of rural Chinese adults age 60 and above. The results point to three main conclusions. First, in addition to improvements in self-reported health, older adults with access to the pension program experienced significant improvements in several important measures of health, including mobility, self-care, usual activities, and vision. Second, regarding the functional domains of mobility and self-care, we found that the females in the study group led in improvements over their male counterparts. Third, in our search for the mechanisms that drive positive retirement program results, we find evidence that changes in individual health behaviors, such as a reduction in drinking and smoking, and improved sleep habits, play an important role. Our findings point to the potential benefits of retirement programs resulting from social spillover effects. In addition, these programs may lessen the morbidity burden among the retired population.

本文考察了新农村养老保险制度在中国的影响。利用2009年开始的新农保政策扩展的交错实施,我们采用差异中的差异方法研究了养老金福利的引入对中国60岁及以上农村成年人健康状况、健康行为和医疗保健利用的影响。研究结果指向三个主要结论。首先,除了自我报告的健康状况有所改善之外,参加养老金计划的老年人在几个重要的健康指标上都有了显著的改善,包括行动能力、自我护理、日常活动和视力。其次,在活动能力和自我护理的功能领域,我们发现,研究小组中的女性比男性同行在改善方面领先。第三,在我们寻找推动积极退休计划结果的机制时,我们发现个人健康行为的改变,如减少饮酒和吸烟,改善睡眠习惯,发挥了重要作用的证据。我们的研究结果指出了社会溢出效应所带来的退休计划的潜在好处。此外,这些计划可以减轻退休人口的发病率负担。
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引用次数: 8
Health insurance coverage and health care utilization: Evidence from the Affordable Care Act's dependent coverage mandate. 健康保险覆盖范围和医疗保健利用:来自《可负担医疗法案》的家属保险授权的证据。
Q3 Economics, Econometrics and Finance Pub Date : 2019-04-03 DOI: 10.1515/fhep-2017-0032
Barış K Yörük

This paper investigates the impact of the Affordable Care Act's (ACA's) dependent coverage mandate on health insurance coverage rates and health care utilization among young adults. Using data from the Medical Panel Expenditure Survey, I exploit the discontinuity in health insurance coverage rates at age 26, the new dependent coverage age cutoff enforced by the ACA. Under alternative regression discontinuity design models, I find that 2.5 to 5.3 percent of young adults lose their health insurance coverage once they turn 26. This effect is mainly driven by those who lose their private health insurance plan coverage and those who lose their health insurance plan coverage, whose main holder resides outside of the household. I also find that the discrete change in health insurance coverage rates at age 26 is associated with up to a 3.6 percentage point decrease in office-based physician and and up to a 2.1 percentage point decrease in dental visits, but does not have a significant impact on the utilization of outpatient or emergency department services. Furthermore, the effects of the ACA's dependent coverage mandate on health care spending and out-of-pocket costs are insignificant. These results are robust under alternative model specifications.

本文调查了平价医疗法案(ACA)的依赖覆盖任务对健康保险覆盖率和年轻人的医疗保健利用的影响。使用来自医疗小组支出调查的数据,我利用了26岁的健康保险覆盖率的不连续性,这是ACA强制执行的新的受抚养人覆盖年龄。在替代性回归不连续设计模型下,我发现2.5%到5.3%的年轻人在26岁之后就失去了医疗保险。造成这种影响的主要原因是那些失去私人健康保险计划的人,以及那些失去健康保险计划的人,其主要持有人居住在家庭之外。我还发现,26岁时健康保险覆盖率的离散变化与办公室医生减少3.6个百分点和牙科就诊减少2.1个百分点有关,但对门诊或急诊服务的利用没有显著影响。此外,《平价医疗法案》规定的依赖保险对医疗保健支出和自付费用的影响微不足道。这些结果在不同的模型规范下是稳健的。
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引用次数: 9
The Impact of Affordable Care Act Medicaid Expansions on Applications to Federal Disability Programs. 《平价医疗法案》对联邦残疾人项目申请的影响。
Q3 Economics, Econometrics and Finance Pub Date : 2019-02-23 DOI: 10.1515/fhep-2018-0001
Priyanka Anand, Jody Schimmel Hyde, Maggie Colby, Paul O'Leary

In this paper, we estimate the impact of Medicaid expansions via the Patient Protection and Affordable Care Act (ACA) on applications to federal disability programs in 14 states that expanded Medicaid in January 2014. We use a difference-in-differences regression model to compare disability application rates in geographic areas within states that expanded Medicaid to rates in areas of non-expansion states that were carefully selected using a matching approach that accounts for state Medicaid policies pre-ACA as well as demographic and socioeconomic characteristics that might influence disability application rates. We find a slower decrease in Supplemental Security Income (SSI) application rates after Medicaid expansions in expansion states relative to non-expansion states, with application rates declining in both state groups from 2014 through 2016. Our analysis of the impact of the Medicaid expansions on Social Security Disability Insurance (SSDI) application rates was inconclusive for reasons we discuss in the paper.

在本文中,我们估计了2014年1月扩大医疗补助的14个州通过《患者保护和平价医疗法案》(ACA)扩大医疗补助对联邦残疾项目申请的影响。我们使用差异中的差异回归模型来比较扩大了医疗补助计划的州内地理区域的残疾申请率与未扩大医疗补助计划的州的残疾申请率,这些州是通过匹配方法精心选择的,该方法考虑了aca之前的州医疗补助政策以及可能影响残疾申请率的人口和社会经济特征。我们发现,在扩大医疗补助计划的州,与未扩大医疗补助计划的州相比,扩大医疗补助计划后,补充安全收入(SSI)申请率的下降速度较慢,2014年至2016年,这两个州的申请率都有所下降。由于本文讨论的原因,我们对医疗补助扩大对社会保障残疾保险(SSDI)申请率的影响的分析是不确定的。
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引用次数: 16
The Option Value of Innovative Treatments for Metastatic Melanoma. 转移性黑色素瘤创新治疗的选择价值。
Q3 Economics, Econometrics and Finance Pub Date : 2018-06-21 DOI: 10.1515/fhep-2016-0014
Julia Thornton Snider, Seth Seabury, Mahlet Gizaw Tebeka, Yanyu Wu, Katharine Batt

Background Treatment options in oncology have increased in recent years due to the quick pace of innovation. In the cancer care landscape, therapies that enable patients to live to the next innovation have additional value, "option value," from the benefit of surviving to the next innovation. In such disease areas, providers and payers should consider this value when gauging the value of new therapies. The purpose of this study is to develop a model to estimate the additional survival patients attain from a therapy that allows them to live to benefit from further advances in care, and to apply the model to immunotherapy for metastatic melanoma. Methods The benefit of a therapy extends beyond immediate tumor control; it can also allow patients to live to benefit from further advances in care. This is a therapy's option value. Using data from the SEER cancer registry and clinical trial publications, we developed a model to estimate option value and applied it to ipilimumab, the first immune checkpoint modulator used to treat metastatic melanoma. Because ipilimumab extends survival, select patients benefited from survival extension to live to benefit from the introduction of PD-1 inhibitors (i.e. pembrolizumab and nivolumab). We calculated the option value of ipilimumab in terms of additional life-months patients gained by living to become potential candidates for PD-1 inhibitors, discounting at 3% per year. Results Patients taking ipilimumab as a second-line therapy for metastatic melanoma gained 10.5 months compared to patients taking the prior standard of care. Patients diagnosed in 2011, 2012, and 2013 gained an additional 1.6, 2.8, and 5.1 months of life expectancy, respectively, by living to see the introduction of PD-1 inhibitors. This equates to an option value of 15%, 27%, and 49%, respectively, of the conventionally calculated survival gain from ipilimumab. Ipilimumab had greater option value for patients diagnosed in later years who were more likely to live to the introduction of PD-1 inhibitors. Conclusions Therapies that enable patients to see further advances in care have option value. Option value is particularly important to patients with disease areas undergoing rapid innovation.

近年来,由于创新的快速步伐,肿瘤学的治疗选择有所增加。在癌症治疗领域,使患者能够活到下一个创新的疗法具有额外的价值,“选择价值”,从生存到下一个创新的好处。在这些疾病领域,提供者和支付者在衡量新疗法的价值时应考虑这一价值。本研究的目的是建立一个模型来估计患者从治疗中获得的额外生存率,使他们能够从进一步的护理中获益,并将该模型应用于转移性黑色素瘤的免疫治疗。方法一种治疗的益处超出了立即控制肿瘤;它还可以让患者从进一步的护理中受益。这是一种治疗的选择值。利用来自SEER癌症登记和临床试验出版物的数据,我们开发了一个模型来估计选择值,并将其应用于ipilimumab,这是第一个用于治疗转移性黑色素瘤的免疫检查点调节剂。由于ipilimumab延长了生存期,选择的患者受益于延长生存期,从而受益于PD-1抑制剂的引入(即派姆单抗和纳武单抗)。我们计算了ipilimumab的选择价值,即通过存活成为PD-1抑制剂的潜在候选者而获得的额外生命月,每年折扣率为3%。结果:与接受先前标准治疗的患者相比,接受ipilimumab作为转移性黑色素瘤二线治疗的患者延长了10.5个月。2011年、2012年和2013年诊断出的患者,通过活到PD-1抑制剂的引入,预期寿命分别增加了1.6个月、2.8个月和5.1个月。这相当于依匹单抗常规计算的生存增益的15%、27%和49%的选择值。Ipilimumab对于晚期诊断的患者具有更大的选择价值,这些患者更有可能活到引入PD-1抑制剂。结论:使患者在治疗中看到进一步进展的治疗方法具有选择价值。对于正在经历快速创新的疾病领域的患者,期权价值尤为重要。
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引用次数: 10
The Price Elasticity of Specialty Drug Use: Evidence from Cancer Patients in Medicare Part D. 特药使用的价格弹性:医疗保险 D 部分癌症患者的证据。
Q3 Economics, Econometrics and Finance Pub Date : 2017-12-01 Epub Date: 2017-05-26 DOI: 10.1515/fhep-2016-0007
Jeah Kyoungrae Jung, Roger Feldman, A Marshall McBean

Specialty drugs can bring substantial benefits to patients with debilitating conditions, such as cancer, but their costs are very high. Insurers/payers have increased patient cost-sharing for specialty drugs to manage specialty drug spending. We utilized Medicare Part D plan formulary data to create the initial price (cost-sharing in the initial coverage phase in Part D), and estimated the total demand (both on- and off-label uses) for specialty cancer drugs among elderly Medicare Part D enrollees with no low-income subsidies (non-LIS) as a function of the initial price. We corrected for potential endogeneity associated with plan choice by instrumenting the initial price of specialty cancer drugs with the initial prices of specialty drugs in unrelated classes. We report three findings. First, we found that elderly non-LIS beneficiaries with cancer were less likely to use a Part D specialty cancer drug when the initial price was high: the overall price elasticity of specialty cancer drug spending ranged between -0.72 and -0.75. Second, the price effect in Part D specialty cancer drug use was not significant among newly diagnosed patients. Finally, we found that use of Part B-covered cancer drugs was not responsive to the Part D specialty cancer drug price. As the demand for costly specialty drugs grows, it will be important to identify clinical circumstances where specialty drugs can be valuable and ensure access to high-value treatments.

专科药物可为癌症等衰弱性疾病患者带来巨大益处,但其成本却非常高昂。保险公司/支付方增加了患者对特药的费用分担,以管理特药支出。我们利用医疗保险 D 部分计划处方集数据创建了初始价格(D 部分初始承保阶段的费用分摊),并估算了没有低收入补贴(非 LIS)的老年医疗保险 D 部分参保者对抗癌特药的总需求(标示内和标示外用途)与初始价格的函数关系。我们用不相关类别的特殊药品的初始价格作为工具,来校正与计划选择相关的潜在内生性。我们报告了三项发现。首先,我们发现,当初始价格较高时,患有癌症的非 LIS 老年受益人使用 D 部分抗癌特药的可能性较低:抗癌特药支出的总体价格弹性在 -0.72 和 -0.75 之间。其次,在新诊断的患者中,使用 D 部分抗癌特药的价格效应并不显著。最后,我们发现使用 B 部分承保的抗癌药物对 D 部分抗癌特药价格的反应并不明显。随着对价格昂贵的特药需求的增长,确定特药在哪些临床情况下具有价值并确保患者获得高价值治疗将变得非常重要。
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引用次数: 0
Disability Measurement in the Health and Retirement Study. 健康与退休研究中的残疾测量。
Q3 Economics, Econometrics and Finance Pub Date : 2017-10-31 DOI: 10.1515/fhep-2017-0029
Emily M Agree, Douglas A Wolf

The Health and Retirement Study (HRS) has provided extensive and detailed national data on disability since it began in 1992, and has been used extensively in studies of disability trends and trajectories. We summarize conceptual frameworks used to characterize disability and review the HRS measures of functioning, work disability, and employer accommodations. HRS survey questions have experienced changes in wording, skip logic, or other design features over the life of the study, and we comment on the analytic challenges posed by those changes. Among our conclusions are (1) work disability and benefit eligibility are important concepts that should be considered for redesign to better reflect current concepts and policy issues; (2) methodological studies of changes in wording or skip logic should be undertaken; and (3) minor additions to survey content in areas such as temporal reference periods or changes in social-participation activities would improve measurement.

健康和退休研究自1992年开始以来提供了关于残疾的广泛和详细的国家数据,并被广泛用于残疾趋势和轨迹的研究。我们总结了用于表征残疾的概念框架,并回顾了HRS对功能、工作残疾和雇主住宿的测量。在研究期间,HRS调查问题在措辞、跳过逻辑或其他设计特征上经历了变化,我们对这些变化带来的分析挑战进行了评论。结论如下:(1)工作残疾和福利资格是重新设计时应考虑的重要概念,以更好地反映当前的概念和政策问题;(2)对措辞或跳过逻辑的变化进行方法学研究;(3)在时间参考期或社会参与活动的变化等方面对调查内容进行少量补充将改善测量。
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引用次数: 4
The Value of the Health and Retirement Study for Health Economics Research. 健康与退休研究对卫生经济学研究的价值。
Q3 Economics, Econometrics and Finance Pub Date : 2017-10-31 DOI: 10.1515/fhep-2017-0028
Courtney C Coile, Nicole Maestas

We assess the value of the Health and Retirement Study (HRS) for research in health economics by conducting a survey of leading health economists. We analyze the survey responses to provide an assessment of the strengths of the HRS for this kind of research, as well as the obstacles that prevent it from being used more widely. We offer some suggestions as to how these obstacles might be overcome through changes to the survey and actions to increase survey awareness and access.

我们通过对主要健康经济学家的调查来评估健康与退休研究(HRS)在健康经济学研究中的价值。我们对调查结果进行了分析,以评估HRS在这类研究中的优势,以及阻碍其更广泛使用的障碍。我们提出了一些建议,说明如何通过改变调查和采取行动来克服这些障碍,以提高调查意识和获取机会。
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引用次数: 1
The Accuracy of Economic Measurement in the Health and Retirement Study 健康与退休研究中经济计量的准确性
Q3 Economics, Econometrics and Finance Pub Date : 2017-10-11 DOI: 10.1515/fhep-2017-0001
Eric French, J. Jones, J. McCauley
Abstract We assess the quality of the HRS’s measures of out-of-pocket medical spending and health insurance premia, both in the “core interviews” and in the “exit interview” data. We provide detailed evidence on the quality of the HRS insurance premia data, and we compare the HRS exit data to exit data in the MCBS. We document how changes in survey questions, including the introduction of “unfolding brackets,” affect the HRS measures. We document what we believe are errors in the HRS imputations and provide some suggestions for improving the accuracy of some imputed variables. Overall, we find the HRS data to be of high quality. However, we believe that many interesting variables in the HRS are under-utilized because users must perform imputations themselves.
摘要本文通过“核心访谈”和“离职访谈”两种数据,对HRS的自付医疗支出和医疗保险费测量方法的质量进行了评估。我们提供了关于HRS保费数据质量的详细证据,并将HRS退出数据与MCBS中的退出数据进行了比较。我们记录了调查问题的变化,包括“展开括号”的引入,是如何影响HRS测量的。我们记录了我们认为在HRS估算中存在的错误,并为提高一些估算变量的准确性提供了一些建议。总体而言,我们发现HRS数据质量较高。然而,我们认为HRS中许多有趣的变量没有得到充分利用,因为用户必须自己执行估算。
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引用次数: 12
期刊
Forum for Health Economics and Policy
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