Estimating the consumption-smoothing value of Medicaid expansion: Evidence and limits
Journal of Public Economics · 2026 · Anita Mukherjee、Daniel W. Sacks、Hoyoung Yoo
中文摘要
本文探讨直接消费数据能在多大程度上揭示《平价医疗法案》医疗补助扩张之保险价值中的消费平滑部分。医疗补助扩张可能通过限制个人自付医疗支出的风险敞口来降低消费风险;但当大量未参保者的医疗服务是通过慈善医疗、坏账或其他形式的无偿医疗来提供资金时,这一渠道可能会被削弱。我们将消费者支出调查中的家庭支出数据,与各州医疗补助扩张的交错实施时点相结合,估计其对平均消费以及教育程度组内消费分布的影响。随后,我们将这些估计得到的分布效应映射到一个静态期望效用框架中。这一分析既凸显了该方法所能揭示的内容,也表明了其局限所在。点估计值对于未获得高中学历者最大,对于受教育程度较高的群体则接近于零,但这些估计并不精确,平均消费的估计同样如此。由此得出的保险价值计算需要附加假设,且在统计上同样不精确。因此,我们将研究结果解释为:现有消费数据可用于界定消费平滑渠道的范围,但不足以精确估计医疗补助扩张之保险价值中这一组成部分的大小。研究结果厘清了利用消费数据能够以及不能够得知的、有关医疗补助这一价值组成部分的信息。
Abstract
We ask what direct consumption data can reveal about the consumption-smoothing component of the insurance value of the Affordable Care Act Medicaid expansions. Medicaid expansion may reduce consumption risk by limiting exposure to out-of-pocket medical spending, but this channel may be muted when much uninsured care is financed through charity care, bad debt, or other forms of uncompensated care. We combine household expenditure data from the Consumer Expenditure Survey with the staggered timing of state Medicaid expansions to estimate effects on average consumption and on the within-education-group consumption distribution. We then map these estimated distributional effects into a static expected-utility framework. The exercise highlights both what this approach can reveal and where it is limited. Point estimates are largest for individuals without a high school degree and close to zero for higher-education groups, but the estimates are imprecise, including for average consumption. The resulting insurance-value calculations require additional assumptions and are also statistically imprecise. We therefore interpret the results as showing that existing consumption data can be used to bound the consumption-smoothing channel, but are not adequate to precisely estimate this component of the insurance value of Medicaid expansion. The findings clarify what can and cannot be learned from consumption data about this component of Medicaid’s value.