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Prescribing power and equitable access to care: Evidence from pharmacists in Ontario, Canada 处方权力和公平获得护理:来自加拿大安大略省药剂师的证据
IF 3.6 2区 经济学 Q1 ECONOMICS Pub Date : 2025-08-09 DOI: 10.1016/j.jhealeco.2025.103051
Alex Hoagland, Guan Wang
Allowing pharmacists to directly treat patients may increase equitable access to healthcare and improve patient outcomes, but raises concerns about supply-side moral hazard or patient substitution away from regular physician-based care. We study the effects of a 2023 policy allowing pharmacists to prescribe for minor ailments in Ontario, Canada. We use Advan foot traffic data to measure how this policy affected visits to pharmacies and generated spillover effects on visits to non-pharmacy medical facilities (Research, 2022). Allowing pharmacists to prescribe led to a 16% increase in total visits to pharmacies and a 3% increase in visits to other providers. These increases were concentrated in materially deprived neighborhoods and benefited non-minority, non-immigrant populations the most. We use the policy as exogenous variation to identify substitution elasticities between pharmacy visits and traffic to other medical facilities. Overall, 20% of the increase in traffic to pharmacies spills over into increased use of outpatient-based care. Pharmacy traffic is a substitute for visits to hospitals and emergency departments, potentially as patients rely on pharmacists for triaging rather than emergency care.
允许药剂师直接治疗患者可能会增加获得医疗保健的公平机会并改善患者的治疗效果,但会引起对供应方道德风险或患者替代常规医生护理的担忧。我们研究了2023年加拿大安大略省允许药剂师为小病开处方的政策的影响。我们使用Advan人流量数据来衡量这一政策如何影响药房的访问量,并对非药房医疗设施的访问量产生溢出效应(Research, 2022)。允许药剂师开处方导致到药店的总访问量增加了16%,到其他提供者的访问量增加了3%。这些增长集中在物质匮乏的社区,非少数民族和非移民人口受益最多。我们使用政策作为外生变量来识别药房访问和交通到其他医疗设施之间的替代弹性。总体而言,药店客流量增加的20%会导致门诊护理的使用增加。药房流量是去医院和急诊科的替代品,因为病人可能依赖药剂师进行分诊,而不是紧急护理。
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引用次数: 0
Impacts of health checkup programs standardization on working-age self-employed and unemployed: Insights from Japan’s local government response to national policy 健康检查项目标准化对工作年龄个体经营者和失业者的影响:来自日本地方政府对国家政策回应的见解
IF 3.6 2区 经济学 Q1 ECONOMICS Pub Date : 2025-08-08 DOI: 10.1016/j.jhealeco.2025.103046
Masato Oikawa , Takamasa Otake , Toshihide Awatani , Haruko Noguchi , Akira Kawamura
This study analyzes the effects of the expansion of municipal per capita expenses on health checkup programs, following the introduction of the Specific Health Checkups and Specific Health Guidance (SHC-SHG), on the health outcomes and behaviors of self-employed and unemployed populations, which have been largely overlooked by previous research. To address this, we applied a dosing difference-in-differences (DID) estimation method, exploiting variation in treatment intensity across municipalities. The DID estimation reveals that the SHC-SHG introduction led to a reduction in the proportion of people diagnosed with lifestyle-related diseases in the municipalities that required significant increases in per-capita health checkup program expenses to comply with the new program, with a more pronounced impact on those with multiple diagnoses compared to those with a single diagnosis. A subgroup analysis indicates that health improvements following the SHC-SHG introduction were observed among self-employed workers and homeowners, whereas such improvements were not evident among the unemployed and renters. Moreover, we identify significant behavioral changes among the population in the high-expansion municipalities following the policy introduction. A back-of-the-envelope calculation demonstrates the municipal response to the SHC-SHG introduction is cost-effective.
本研究分析了在引入特定健康检查和特定健康指导(SHC-SHG)之后,城市人均健康检查费用的扩大对个体经营和失业人群健康结果和行为的影响,这在很大程度上被以往的研究所忽视。为了解决这个问题,我们采用了剂量差中差(DID)估计方法,利用不同城市治疗强度的差异。世界卫生组织的估计显示,在那些需要大幅增加人均健康检查方案费用以遵守新方案的城市中,引入SHC-SHG导致被诊断患有生活方式相关疾病的人的比例下降,对多次诊断的人的影响比对单一诊断的人的影响更明显。一项亚组分析表明,自雇工人和房主在引入SHC-SHG后,健康状况有所改善,而在失业者和租房者中,这种改善并不明显。此外,我们发现在政策引入后,高扩张城市的人口发生了显著的行为变化。一个粗略的计算表明,市政对引入SHC-SHG的反应具有成本效益。
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引用次数: 0
Nursing home payroll subsidies and the trade-off between staffing and access to care for Medicaid enrollees 养老院的工资补贴以及医疗补助计划参保者在人员配备和获得护理之间的权衡
IF 3.6 2区 经济学 Q1 ECONOMICS Pub Date : 2025-08-07 DOI: 10.1016/j.jhealeco.2025.103042
Thomas A. Hegland
Payroll subsidies are a promising tool for increasing nursing home staffing levels. However, promoting increased staffing may come at the expense of access to care for Medicaid enrollees if it enables nursing homes to attract more lucrative, non-Medicaid residents. In this study, I examine a set of payroll subsidies offered by state Medicaid programs between 1998 and 2010, using nursing home-level variation in subsidy generosity to identify subsidy effects. I find that each additional (2010) dollar of subsidies offered per resident-day increased staffing by just over 10 min per resident-day, but decreased the Medicaid share of new nursing home admissions by about 1.8 percentage points. These figures translate into overall average treatment effects equivalent to an increase in staffing by approximately 7.4% of pre-subsidy average staffing, and a decrease in the Medicaid-share of admissions by 11.5% relative to the pre-subsidy baseline. The subsidies also increased nursing home resident turnover and decreased the average care needs of newly admitted residents. Overall, these results highlight that while nursing home payroll subsidies are effective tools for encouraging increased staffing levels, the subsidies also can lead to changes in nursing home admissions and the characteristics of admitted residents.
工资补贴是提高养老院人员配备水平的一个很有前途的工具。然而,如果养老院能够吸引更多利润丰厚的非医疗补助居民,那么增加人员可能会以医疗补助计划参保者获得护理的机会为代价。在这项研究中,我考察了1998年至2010年期间国家医疗补助计划提供的一组工资补贴,使用养老院在补贴慷慨程度上的变化来确定补贴效果。我发现每个额外提供的补贴(2010)美元每resident-day每resident-day人员增加了超过10分钟,但降低了医疗补助的新养老院招生大约1.8百分点。这些数字转化为总体平均治疗效果,相当于在补贴前的平均人员配置上增加了约7.4%的人员配置,并且相对于补贴前的基线,医疗补助的入院份额减少了11.5%。补贴还增加了养老院居民的周转,降低了新入院居民的平均护理需求。总体而言,这些结果强调,虽然养老院工资补贴是鼓励增加人员水平的有效工具,但补贴也会导致养老院入院人数和入院居民特征的变化。
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引用次数: 0
The impact of nurse practitioner scope-of-practice laws on preventable hospitalizations 护士执业范围法对可预防住院治疗的影响
IF 3.6 2区 经济学 Q1 ECONOMICS Pub Date : 2025-08-02 DOI: 10.1016/j.jhealeco.2025.103044
Benjamin J. McMichael
The increased use of nurse practitioners (NPs) to provide healthcare represents an important policy option to expand access to care. However, restrictive scope-of-practice laws limit NPs’ ability to deliver care in about half of all states. I examine the effect of relaxing these laws (by granting NPs full practice authority) on hospital discharges for conditions classified as prevention quality indicators (PQIs) across 22 states between 2010 and 2019. PQIs measure hospital admissions that may be avoidable with timely outpatient care. I find that full practice authority reduces avoidable hospitalizations for diabetes and other chronic conditions, with particularly consistent effects among privately insured patients. Hospital stays for PQI conditions become longer on average, suggesting that relatively healthier patients are more likely to avoid hospitalization. These results indicate that full practice authority improves access to outpatient care and allows for more efficient use of inpatient resources.
越来越多地使用执业护士(NPs)来提供医疗保健,这是扩大获得医疗保健的一个重要政策选择。然而,在大约一半的州,限制执业范围的法律限制了护士提供护理的能力。我研究了放宽这些法律(通过授予NPs充分的执业权)对2010年至2019年期间22个州分类为预防质量指标(PQIs)的医院出院情况的影响。PQIs衡量的是可以通过及时的门诊治疗避免的住院情况。我发现,充分的实践权力减少了糖尿病和其他慢性疾病的可避免的住院治疗,对私人保险患者的影响尤其一致。PQI患者的平均住院时间更长,这表明相对健康的患者更有可能避免住院。这些结果表明,充分的实践权力提高了获得门诊护理,并允许更有效地利用住院资源。
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引用次数: 0
Intergenerational effects of sick leave on child human capital 病假对儿童人力资本的代际影响
IF 3.6 2区 经济学 Q1 ECONOMICS Pub Date : 2025-07-31 DOI: 10.1016/j.jhealeco.2025.103047
Julie Riise , Barton Willage , Alexander Willén
This paper examines the intergenerational consequences of parental participation in government social insurance programs, using one of the largest social insurance programs in the world: sick leave. We exploit quasi-random assignment of patients to general practitioners (GPs) in Norway, who vary in their propensity to certify sick leave of different lengths, to estimate the effects of access to longer sick leave for the marginal individual. Linking administrative data on patients and their children, we show that assignment to a more lenient GP lowers children’s GPA in adolescence, reduces the likelihood of completing upper secondary education, and decreases enrollment in higher education. These effects appear to operate through changes in parental trajectories: more sick leave leads to lower long-term earnings, greater reliance on welfare, and deterioration in mental health.
本文利用世界上最大的社会保险计划之一:病假,研究了父母参与政府社会保险计划的代际后果。我们利用准随机分配的病人到全科医生(全科医生)在挪威,谁在他们的倾向证明不同长度的病假,以估计获得较长的病假对边缘个人的影响。将患者及其子女的管理数据联系起来,我们表明,分配给更宽松的全科医生会降低儿童在青春期的GPA,降低完成高中教育的可能性,并减少接受高等教育的入学率。这些影响似乎是通过父母轨迹的变化来发挥作用的:更多的病假导致更低的长期收入,更依赖福利,以及心理健康状况的恶化。
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引用次数: 0
Overcoming medical overuse with AI assistance: An experimental investigation 用人工智能帮助克服医疗过度使用:一项实验调查
IF 3.6 2区 经济学 Q1 ECONOMICS Pub Date : 2025-07-29 DOI: 10.1016/j.jhealeco.2025.103043
Ziyi Wang , Lijia Wei , Lian Xue
This study examines the role of Artificial Intelligence (AI) in reducing medical overtreatment, a critical healthcare challenge that increases costs and patient risks. In two experiments – with 196 physicians at a hospital and 120 students at a medical school in Wuhan – we use a novel medical prescription task under three incentive schemes: flat (constant pay), progressive (pay increases with treatment quantity), and regressive (penalties for overtreatment) to estimate receptivity to AI assistance and its effects on overtreatment and treatment accuracy, and test whether effects vary with incentives. AI recommendation of a treatment is estimated to increase the probability a physician prescribes it by 25.7–28.4 percentage points (pp), with the largest effect under the flat scheme. Physicians are more receptive to AI recommendations in medical domains with which they are less familiar. We estimate that AI assistance reduces the probability a physician overtreats by 10.9–25.7 pp (15.2–80.3%), with significantly larger absolute and relative effects under the flat scheme compared to progressive and regressive schemes. AI assistance improves physicians’ treatment accuracy by 9.8–13.3 pp (14.6–19.9%), with the largest absolute effect under the regressive scheme. These findings are corroborated by the medical school experiment, which reveals that factors indicative of insufficient ability account for 34% of the explained variation in overtreatment, monetary incentives account for 22%, patient welfare considerations account for 20%, and factors related to defensive medicine for 10%. These results provide valuable insights for healthcare administrators considering AI integration into healthcare systems.
本研究探讨了人工智能(AI)在减少医疗过度治疗方面的作用,医疗过度治疗是一项增加成本和患者风险的关键医疗挑战。在武汉一家医院的196名医生和一所医学院的120名学生的两项实验中,我们在三种激励方案下使用了一种新的医疗处方任务:持平(固定工资)、累进(随着治疗量的增加而增加工资)和递减(对过度治疗的惩罚),以估计对人工智能援助的接受程度及其对过度治疗和治疗准确性的影响,并测试效果是否随激励而变化。据估计,人工智能推荐的一种治疗方法会使医生开出处方的概率增加25.7-28.4个百分点,在扁平化方案下效果最大。在他们不太熟悉的医疗领域,医生更容易接受人工智能的建议。我们估计,人工智能辅助将医生过度治疗的概率降低了10.9-25.7 pp(15.2-80.3%),与渐进式和递减式方案相比,在扁平方案下具有更大的绝对和相对效果。AI辅助提高医生治疗准确性9.8-13.3 pp(14.6-19.9%),其中回归方案下的绝对效果最大。这些发现得到了医学院实验的证实,该实验表明,在过度治疗的解释差异中,能力不足的因素占34%,金钱激励占22%,患者福利考虑占20%,与防御性医疗相关的因素占10%。这些结果为考虑将人工智能集成到医疗保健系统中的医疗保健管理员提供了有价值的见解。
{"title":"Overcoming medical overuse with AI assistance: An experimental investigation","authors":"Ziyi Wang ,&nbsp;Lijia Wei ,&nbsp;Lian Xue","doi":"10.1016/j.jhealeco.2025.103043","DOIUrl":"10.1016/j.jhealeco.2025.103043","url":null,"abstract":"<div><div>This study examines the role of Artificial Intelligence (AI) in reducing medical overtreatment, a critical healthcare challenge that increases costs and patient risks. In two experiments – with 196 physicians at a hospital and 120 students at a medical school in Wuhan – we use a novel medical prescription task under three incentive schemes: <em>flat</em> (constant pay), <em>progressive</em> (pay increases with treatment quantity), and <em>regressive</em> (penalties for overtreatment) to estimate receptivity to AI assistance and its effects on overtreatment and treatment accuracy, and test whether effects vary with incentives. AI recommendation of a treatment is estimated to increase the probability a physician prescribes it by 25.7–28.4 percentage points (pp), with the largest effect under the flat scheme. Physicians are more receptive to AI recommendations in medical domains with which they are less familiar. We estimate that AI assistance reduces the probability a physician overtreats by 10.9–25.7 pp (15.2–80.3%), with significantly larger absolute and relative effects under the flat scheme compared to progressive and regressive schemes. AI assistance improves physicians’ treatment accuracy by 9.8–13.3 pp (14.6–19.9%), with the largest absolute effect under the regressive scheme. These findings are corroborated by the medical school experiment, which reveals that factors indicative of <em>insufficient ability</em> account for 34% of the explained variation in overtreatment, <em>monetary incentives</em> account for 22%, <em>patient welfare considerations</em> account for 20%, and factors related to <em>defensive medicine</em> for 10%. These results provide valuable insights for healthcare administrators considering AI integration into healthcare systems.</div></div>","PeriodicalId":50186,"journal":{"name":"Journal of Health Economics","volume":"103 ","pages":"Article 103043"},"PeriodicalIF":3.6,"publicationDate":"2025-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144779673","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Explaining the long-term care insurance puzzle: The role of preferences for correlation and for quality of life over wealth 解释长期护理保险难题:相关性偏好和生活质量偏好在财富中的作用
IF 3.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-07-17 DOI: 10.1016/j.jhealeco.2025.103030
David Crainich , Léontine Goldzahl , Florence Jusot , Doriane Mignon
The paper investigates the role of two demand-side determinants of long-term care insurance: correlation preference and relative preference for quality of life over wealth. We model the effect of those preferences on the joint decision to buy long-term care and long-term care insurance contract. We test the model using data from a laboratory experiment in France. While the experimental results offer only partial support for the theoretical predictions—specifically, correlation aversion does not account for over-insurance, our analysis provides evidence that correlation seeking and the relative preference for quality of life over wealth explain the limited uptake of long-term care insurance.
本文调查了长期护理保险的两个需求侧决定因素的作用:相关性偏好和相对偏好的生活质量比财富。我们建立了这些偏好对购买长期护理和长期护理保险合同的共同决策的影响模型。我们使用法国实验室实验的数据来测试该模型。虽然实验结果仅为理论预测提供部分支持,特别是,相关性厌恶不能解释过度保险,但我们的分析提供了证据,证明相关性寻求和相对于财富的生活质量的相对偏好解释了长期护理保险的有限吸收。
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引用次数: 0
The effects of restricted abortion access on IUDs and vasectomies: Evidence from Texas 限制人工流产对宫内节育器和输精管切除术的影响:来自德克萨斯州的证据
IF 3.6 2区 经济学 Q1 ECONOMICS Pub Date : 2025-07-16 DOI: 10.1016/j.jhealeco.2025.103041
Bradley Crowe , Graham Gardner , Cara Haughey
Both contraception and abortion result in fertility reductions, but whether they are substitutes remains an open question. In 2013, Texas passed House Bill 2 (HB2), a policy that imposed strict regulations on abortion providers. Using administrative outpatient records from Texas, we exploit the passage of HB2 to identify the effects of restricted abortion access on the timing and demand for intrauterine devices (IUDs) and vasectomies using an event study design. We find evidence that expectations of limited abortion access significantly increase the demand for IUDs, with no effect on the incidence of vasectomies. These findings support the hypothesis that abortion and contraception are substitutes, particularly for individuals with the capacity to become pregnant.
避孕和堕胎都会导致生育率下降,但它们是否是替代品仍然是一个悬而未决的问题。2013年,德克萨斯州通过了众议院法案2 (HB2),该政策对堕胎提供者施加了严格的监管。使用来自德克萨斯州的行政门诊记录,我们利用HB2的传递来确定限制流产对宫内节育器(iud)和输精管切除术的时间和需求的影响。我们发现有证据表明,对有限堕胎途径的期望显著增加了对宫内节育器的需求,而对输精管结扎的发生率没有影响。这些发现支持了堕胎和避孕是替代品的假设,特别是对有能力怀孕的人来说。
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引用次数: 0
Effects of informal caring on labour market outcomes of carers: Evidence from HILDA 非正式照顾对照顾者劳动力市场结果的影响:来自HILDA的证据
IF 3.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-07-12 DOI: 10.1016/j.jhealeco.2025.103028
Pelin Akyol , Matt Nolan
This study examines the causal impact of informal caregiving on labour market outcomes and well-being using data from the Household, Income and Labour Dynamics in Australia (HILDA) survey. We combine an event study design with an instrumental variable (IV) strategy, leveraging exogenous variation from serious illness or injury to a family member. Event study results show that health shocks significantly increase informal caregiving, with particularly large effects for women and older individuals. These shocks also lead to reductions in employment among these groups, as well as declines in hours worked, worsening mental health, and increased reliance on government support and early retirement. To isolate the causal effect of caregiving, we instrument caregiving with the timing of the health shock. IV estimates indicate that assuming caregiving responsibilities leads to large reductions in labour supply—weekly work hours fall by 9.7 h for main carers and up to 22.5 h for carers of partners. Our findings highlight the substantial economic costs of informal caregiving, with important implications for labour force participation in an ageing society.
本研究利用澳大利亚家庭、收入和劳动力动态(HILDA)调查的数据,考察了非正式护理对劳动力市场结果和福祉的因果影响。我们将事件研究设计与工具变量(IV)策略结合起来,利用从严重疾病或伤害到家庭成员的外源性变异。事件研究结果表明,健康冲击大大增加了非正式护理,对妇女和老年人的影响尤其大。这些冲击还导致这些群体的就业减少,工作时间缩短,心理健康状况恶化,越来越依赖政府支持和提前退休。为了分离护理的因果效应,我们将护理与健康冲击的时间联系起来。IV估计表明,承担照顾责任导致劳动力供应大幅减少,主要照顾者每周工作时间减少9.7小时,伴侣照顾者每周工作时间最多减少22.5小时。我们的研究结果强调了非正式护理的巨大经济成本,这对老龄化社会的劳动力参与具有重要意义。
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引用次数: 0
The effects of state paid sick leave mandates on parental childcare time 国家带薪病假规定对父母育儿时间的影响
IF 3.6 2区 经济学 Q1 ECONOMICS Pub Date : 2025-07-11 DOI: 10.1016/j.jhealeco.2025.103033
Johanna Catherine Maclean , Sabrina Wulff Pabilonia
The U.S. lacks a federal paid sick leave policy. To date, 18 states and the District of Columbia have adopted or announced paid sick leave mandates that require employers to provide up to seven days of paid leave per year that can be used for family responsibilities and healthcare. Using time diaries from the 2004–2023 American Time Use Survey and difference-in-differences methods, we estimate the effects of these state paid sick leave mandates on parents’ time spent providing childcare. We find that post-mandate, parental time spent providing primary childcare time increases by 5.8%, with effects being driven by women with younger children. Parents also increase their total time with children by 3.4%, and fathers living with school-aged children only increase their time supervising children while participating in leisure activities by 11.9%. Overall, our findings suggest that paid sick leave mandates allow working parents to better balance work and childcare responsibilities.
美国没有联邦带薪病假政策。迄今为止,18个州和哥伦比亚特区已经通过或宣布了带薪病假规定,要求雇主每年提供最多7天的带薪病假,用于家庭责任和医疗保健。利用2004-2023年美国时间使用调查的时间日记和差异中的差异方法,我们估计了这些州带薪病假规定对父母提供儿童保育时间的影响。我们发现,在强制执行后,父母提供初级儿童保育的时间增加了5.8%,其影响是由孩子更小的妇女推动的。父母与孩子在一起的总时间也增加了3.4%,而与学龄儿童一起生活的父亲在参加休闲活动的同时监督孩子的时间只增加了11.9%。总的来说,我们的研究结果表明,带薪病假的规定可以让在职父母更好地平衡工作和照顾孩子的责任。
{"title":"The effects of state paid sick leave mandates on parental childcare time","authors":"Johanna Catherine Maclean ,&nbsp;Sabrina Wulff Pabilonia","doi":"10.1016/j.jhealeco.2025.103033","DOIUrl":"10.1016/j.jhealeco.2025.103033","url":null,"abstract":"<div><div>The U.S. lacks a federal paid sick leave policy. To date, 18 states and the District of Columbia have adopted or announced paid sick leave mandates that require employers to provide up to seven days of paid leave per year that can be used for family responsibilities and healthcare. Using time diaries from the 2004–2023 American Time Use Survey and difference-in-differences methods, we estimate the effects of these state paid sick leave mandates on parents’ time spent providing childcare. We find that post-mandate, parental time spent providing primary childcare time increases by 5.8%, with effects being driven by women with younger children. Parents also increase their total time with children by 3.4%, and fathers living with school-aged children only increase their time supervising children while participating in leisure activities by 11.9%. Overall, our findings suggest that paid sick leave mandates allow working parents to better balance work and childcare responsibilities.</div></div>","PeriodicalId":50186,"journal":{"name":"Journal of Health Economics","volume":"103 ","pages":"Article 103033"},"PeriodicalIF":3.6,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144852749","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Health Economics
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