Shen Yujing, Hendricks Ann, Wang Fenghua, Gardner John, Kazis Lewis E
VA New Jersey Healthcare System Center for Healthcare Knowledge Management, East Orange VA Medical Center, 385 Tremont Avenue, Mailstop 129, East Orange, NJ 07018-1095, USA.
Health Serv Res. 2008 Feb;43(1 Pt 1):267-86. doi: 10.1111/j.1475-6773.2007.00743.x.
To examine private insurance coverage and its impact on use of Veterans Health Administration (VA) care among VA enrollees without Medicare coverage.
The 1999 National Health Survey of Veteran Enrollees merged with VA administrative data, with other information drawn from American Hospital Association data and the Area Resource File.
We modeled VA enrollees' decision of having private insurance coverage and its impact on use of VA care controlling for sociodemographic information, patients' health status, VA priority status and access to VA and non-VA alternatives. We estimated the true impact of insurance on the use of VA care by teasing out potential selection bias. Bias came from two sources: a security selection effect (sicker enrollees purchase private insurance for extra security and use more VA and non-VA care) and a preference selection effect (VA enrollees who prefer non-VA care may purchase private insurance and use less VA care).
VA enrollees with private insurance coverage were less likely to use VA care. Security selection dominated preference selection and naïve models that did not control for selection effects consistently underestimated the insurance effect.
Our results indicate that prior research, which has not controlled for insurance selection effects, may have underestimated the potential impact of any private insurance policy change, which may in turn affect VA enrollees' private insurance coverage and consequently their use of VA care. From the decline in private insurance coverage from 1999 to 2002, we projected an increase of 29,400 patients and 158 million dollars for VA health care services.
研究在没有医疗保险覆盖的退伍军人健康管理局(VA)参保者中,私人保险覆盖情况及其对VA医疗服务使用的影响。
1999年退伍军人参保者全国健康调查与VA行政数据合并,其他信息取自美国医院协会数据和地区资源文件。
我们构建模型,分析VA参保者拥有私人保险覆盖的决策及其对VA医疗服务使用的影响,同时控制社会人口统计学信息、患者健康状况、VA优先等级以及获得VA和非VA医疗服务的机会。我们通过梳理潜在的选择偏差来估计保险对VA医疗服务使用的真实影响。偏差来自两个方面:安全选择效应(病情较重的参保者购买私人保险以获得额外保障,从而使用更多的VA和非VA医疗服务)和偏好选择效应(更喜欢非VA医疗服务的VA参保者可能购买私人保险并减少VA医疗服务的使用)。
拥有私人保险覆盖的VA参保者使用VA医疗服务的可能性较小。安全选择效应主导了偏好选择效应,而未控制选择效应的简单模型始终低估了保险效应。
我们的结果表明,之前未控制保险选择效应的研究可能低估了任何私人保险政策变化的潜在影响,这反过来可能影响VA参保者的私人保险覆盖情况,进而影响他们对VA医疗服务的使用。根据1999年至2002年私人保险覆盖情况的下降,我们预计VA医疗服务的患者人数将增加29400人,费用将增加1.58亿美元。