Leonard Davis Institute of Health Economics.
Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
Med Care. 2018 Mar;56(3):228-232. doi: 10.1097/MLR.0000000000000863.
There is substantial variation in treatment intensity among children with autism spectrum disorder (ASD). This study asks whether policies that target health care utilization for ASD affect children differentially based on this variation. Specifically, we examine the impact of state-level insurance mandates that require commercial insurers to cover certain treatments for ASD for any fully-insured plan.
Using insurance claims between 2008 and 2012 from three national insurers, we used a difference-in-differences approach to compare children with ASD who were subject to mandates to children with ASD who were not. To allow for differential effects, we estimated quantile regressions that evaluate the impact of mandates across the spending distributions of three outcomes: (1) monthly spending on ASD-specific outpatient services; (2) monthly spending on ASD-specific inpatient services; and (3) quarterly spending on psychotropic medications.
The change in spending on ASD-specific outpatient services attributable to mandates varied based on the child's level of spending. For those children with ASD who were subject to the mandate, monthly spending for a child in the 95th percentile of the ASD-specific outpatient spending distribution increased by $1460 (P<0.001). In contrast, the effect was only $2 per month for a child in the fifth percentile (P<0.001). Mandates did not significantly affect spending on ASD-specific inpatient services or psychotropic medications.
State-level insurance mandates have larger effects for those children with higher levels of spending. To the extent that spending approximates treatment intensity and the underlying severity of ASD, these results suggest that mandates target children with greater service needs.
自闭症谱系障碍(ASD)患儿的治疗强度存在很大差异。本研究探讨了针对 ASD 医疗利用的政策是否会根据这种差异对儿童产生不同的影响。具体来说,我们考察了州级保险法规的影响,这些法规要求商业保险公司为任何全额保险计划覆盖某些 ASD 治疗方法。
我们使用了来自三家全国性保险公司的 2008 年至 2012 年的保险索赔数据,采用双重差分法比较了受法规约束的 ASD 儿童和不受法规约束的 ASD 儿童。为了允许存在差异效应,我们估计了分位数回归,评估了法规对三个结果的支出分布的影响:(1)每月 ASD 特定门诊服务支出;(2)每月 ASD 特定住院服务支出;(3)每季度精神药物支出。
归因于法规的 ASD 特定门诊服务支出变化取决于儿童的支出水平。对于受法规约束的 ASD 儿童,处于 ASD 特定门诊支出分布第 95 百分位的儿童每月支出增加了 1460 美元(P<0.001)。相比之下,处于第 5 百分位的儿童的影响仅为每月 2 美元(P<0.001)。法规对 ASD 特定住院服务支出或精神药物支出没有显著影响。
州级保险法规对支出水平较高的儿童有更大的影响。在支出程度近似于治疗强度和 ASD 潜在严重程度的情况下,这些结果表明,法规针对的是服务需求更大的儿童。