Department of Health Care Policy, Harvard Medical School, Boston, MA.
Income and Benefits Policy Center, Urban Institute, Washington, DC.
Health Serv Res. 2018 Feb;53(1):138-155. doi: 10.1111/1475-6773.12640. Epub 2016 Dec 26.
To forecast out-of-pocket health care spending among older adults. Long-term forecasts allow policy makers to explore potential impacts of policy scenarios, but existing microsimulations do not incorporate details of supplemental insurance coverage and income effects on health care spending.
Dynamic microsimulation calibrated to survey and administrative data.
We augment Urban Institute's Dynamic Simulation of Income Model (DYNASIM) with modules that incorporate demand responses and economic equilibria, with dynamics driven by exogenous technological change. A lengthy technical appendix provides details of the microsimulation model and economic assumptions for readers interested in applying these techniques.
The model projects total out-of-pocket spending (point of care plus premiums) as a share of income for adults aged 65 and older. People with lower incomes and poor health fare worse, despite protections of Medicaid. Spending rises 40 percent from 2012 to 2035 (from 10 to 14 percent of income) for the median beneficiary, but it increases from 5 to 25 percent of income for low-income beneficiaries and from 23 to 29 percent for the near poor who are in fair/poor health.
Despite Medicare coverage, near-poor seniors will face out-of-pocket spending that would render them, in practical terms, underinsured.
预测老年人的自付医疗保健支出。长期预测使政策制定者能够探索政策方案的潜在影响,但现有的微观模拟并未纳入补充保险覆盖范围的细节以及收入对医疗保健支出的影响。
针对调查和行政数据进行校准的动态微观模拟。
我们通过包含需求响应和经济均衡的模块来扩充 Urban Institute 的动态模拟收入模型(DYNASIM),并通过外生技术变革来推动动态变化。一份冗长的技术附录为有兴趣应用这些技术的读者提供了微观模拟模型和经济假设的详细信息。
该模型预测了 65 岁及以上成年人的自付支出(护理点加上保费)占收入的份额。尽管有医疗补助的保护,收入较低和健康状况较差的人情况更糟。中位数受益人的支出从 2012 年到 2035 年增长了 40%(从收入的 10%增加到 14%),但低收入受益人的支出从 5%增加到 25%,而健康状况一般/较差的接近贫困者的支出从 23%增加到 29%。
尽管有医疗保险覆盖,但接近贫困的老年人将面临自付支出,这实际上使他们的保险不足。