Review of Economic Dynamics · 2021 · Barton Hughes Hamilton、Andrés Hincapié、Emma Kalish、Nicholas Papageorge
中文摘要
健康经济学中一个长期存在的问题是:什么因素驱动了不同社会人口群体之间健康投资的异质性,而正是这种异质性造成了健康差异。我们考察了一个新的来源:医疗治疗副作用的影响在不同社会人口群体间的差异。我们利用感染人类免疫缺陷病毒(HIV)且完成教育程度不同的男性数据,估计了一个关于用药与劳动供给决策的生命周期模型。模型中的个体根据预期收入、健康与死亡率做出动态的用药与工作选择。我们还纳入了副作用的效用成本,该成本可与工作的效用成本相互作用,并允许这些参数随教育水平而变化。我们使用估计出的模型评估了一种有效但副作用强烈的HIV治疗创新——HAART(高效抗逆转录病毒治疗)——的差异化影响。以终身效用收益衡量,HAART不成比例地使受教育程度更高的患者获益,这部分是由于收入与死亡率方面的差异,但也由于副作用对劳动供给的影响较小。我们还模拟了HAART治疗强制令的效果,该强制令类似于临床试验中被分配到治疗组的情况。该强制令改善了健康,这在随机试验中或许会被视为成功。然而,这掩盖了治疗的负面影响,包括副作用导致的劳动供给下降,对受教育程度较低的男性而言尤为如此。总体而言,将健康投资的异质性仅仅视为获取障碍的结果是过于简单化的。个体最优的健康投资可能部分反映了应对副作用与工作的成本。如果较低的健康投资产生负外部性(例如,由于增加了对公共资助医疗保健的使用),那么缓和由此产生的健康—工作权衡的政策,其收益可能超过成本。
Abstract
A long-standing question in health economics asks what drives heterogeneity in health investments across sociodemographic groups, which contribute to health disparities. We examine a novel source: variation by sociodemographic groups in the impact of medical treatment side effects. We estimate a lifecycle model of medication and labor supply decisions using data on men infected with human immunodeficiency virus (HIV) and with different levels of completed education. Agents in the model make dynamic medication and work choices as a function of expected income, health, and mortality. We also include utility costs of side effects, which can interact with the utility cost of work, and allow these parameters to vary by education. We use the estimated model to evaluate the disparate impacts of an effective HIV treatment innovation that had harsh side effects: HAART (which stands for highly active antiretroviral treatment). Measured in lifetime utility gains, HAART disproportionately benefited patients with more education in part due to differences in income and mortality, but also due to smaller impacts of side effects on labor supply. We also simulate the effects of a HAART treatment mandate, which mimics assignment to treatment in a clinical trial. The mandate improves health, which might be viewed as a success in a randomized trial. However, this masks the downsides of treatment, including lower labor supply due to side effects, especially for lower-education men. Broadly, viewing heterogeneity in health investments as solely a result of barriers to access is overly simplistic. Individually optimal investments in health may in part reflect the costs of managing side effects and work. If low health investments create negative externalities (e.g., due to increased use of publicly-funded healthcare), the benefits of policies that moderate resulting health-work tradeoffs could outweigh the costs.