Corso Daniele
Department of Economics and Management, University of Pavia.
J Public Health Res. 2021 May 5;10(4):2135. doi: 10.4081/jphr.2021.2135.
Following the introduction of the Affordable Care Act, various studies have tried to identify the effects of the Reform, without reaching a clear consensus. The aim of this study was to investigate whether expansion of the Medicaid program has led to less inequality in access to health care and to a higher level of ex-ante moral hazard.
The analysis was conducted on two-year longitudinal data (2014-2015) regarding a cohort of 15,898 individuals from a Medical Expenditure Panel Survey (MEPS). After a data cleaning procedure, a sample of 9,255 individuals was selected for the inequality part of the study and 2,307 for the ex-ante moral hazard analysis. Propensity score matching with nearest-neighbour and kernel matching algorithms, difference-in-difference models and concentration index, corrected according to Erreygers methodology, were adopted.
The analysis showed that disparities were reduced between social classes although the ex-ante moral hazard is a real problem with the Affordable Care Act since individuals covered by public insurance tended to abuse the public service. Among those who benefited from the Act, a reduction in preventive behaviours was observed: there was an increase in smoking and a decrease in level of physical activity. As far as concerns access to health care, there was a decrease in inequality in emergency visits, inability to get care and getting care when needed among beneficiaries of the Reform.
This study demonstrates that the extension of Medicaid has had a dual effect of reducing disparities in access to health care but, at the same time, it seems to have induced people to take less care of themselves.
《平价医疗法案》实施后,多项研究试图确定该改革的影响,但尚未达成明确共识。本研究的目的是调查医疗补助计划的扩大是否导致医疗保健获取方面的不平等减少,以及事前道德风险水平是否提高。
对来自医疗支出面板调查(MEPS)的15898名个体的两年纵向数据(2014 - 2015年)进行分析。经过数据清理程序后,选取了9255名个体作为研究不平等部分的样本,2307名个体用于事前道德风险分析。采用了倾向得分匹配法(最近邻和核匹配算法)、差分模型和根据埃雷格斯方法校正的集中指数。
分析表明,社会阶层之间的差距有所缩小,尽管事前道德风险是《平价医疗法案》面临的一个实际问题,因为参加公共保险的个体往往会滥用公共服务。在受益于该法案的人群中,观察到预防性行为减少:吸烟增加,身体活动水平下降。就医疗保健获取而言,改革受益者在急诊就诊、无法获得医疗服务以及在需要时获得医疗服务方面的不平等有所减少。
本研究表明,医疗补助计划的扩大产生了双重效果,既减少了医疗保健获取方面的差距,但同时似乎也导致人们对自身健康的关注减少。