Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland.
Department of Economics, Temple University, Philadelphia, Pennsylvania.
Health Serv Res. 2019 Aug;54(4):920-929. doi: 10.1111/1475-6773.13158. Epub 2019 Apr 29.
To measure the effects of questionnaire and imputation improvements in the Current Population Survey (CPS) on the estimated prevalence of high medical financial burden, that is, families spending more than 10 percent of income on medical care.
Matched longitudinal sample of CPS data for 2013 and 2014 calendar years.
The CPS used a split-sample design to field traditional and redesigned questions about 2013 income, and old and new out-of-pocket premium imputation procedures, respectively. For both samples, CPS data for 2014 were from the redesigned income questions and the new imputation procedures. We quantify the effects of the combined survey improvements using differences-in-differences methods.
The improvements were not associated with changes in the estimate of burden in the full sample. Estimated prevalence increased by 2.6 percentage points among nonelderly adults with private insurance, decreased by 6.6 percentage points among nonelderly adults with public coverage, and decreased by 5.8 percentage points among elderly adults with Medicare and no private coverage.
Improvements in the CPS changed the estimated prevalence of high medical financial burden among key subgroups. Researchers should use caution when tracking burden across the time-period in which these improvements were implemented.
衡量在当前人口调查(CPS)中改进问卷和插补对高医疗财务负担(即家庭用于医疗保健的支出超过收入的 10%)的估计患病率的影响。
2013 年和 2014 历年 CPS 数据的匹配纵向样本。
CPS 使用分样本设计,分别对 2013 年收入进行传统和重新设计的问题以及旧的和新的自付保费插补程序进行调查。对于两个样本,2014 年的 CPS 数据来自重新设计的收入问题和新的插补程序。我们使用差异中的差异方法来量化综合调查改进的效果。
这些改进与全样本中负担估计的变化无关。在有私人保险的非老年成年人中,负担的估计患病率增加了 2.6 个百分点,在有公共保险的非老年成年人中,负担的估计患病率下降了 6.6 个百分点,在有医疗保险且没有私人保险的老年成年人中,负担的估计患病率下降了 5.8 个百分点。
CPS 的改进改变了关键亚组中高医疗财务负担的估计患病率。在实施这些改进的时间段内,研究人员在跟踪负担时应谨慎行事。