Wong H S, Hellinger F J
Agency for Healthcare Research and Quality, Center for Organization and Delivery Studies, Rockville, MD 20852, USA.
Health Serv Res. 2001 Apr;36(1 Pt 2):291-308.
To highlight data limitations, the need to improve data collection, the need to develop better analytic methods, and the need to use alternative data sources to conduct research related to the Medicare program. Objectives were achieved by reviewing existing studies on risk selection in Medicare HMOs, examining their data limitations, and introducing a new approach that circumvents many of these shortcomings.
Data for years 1995-97 for five states (Arizona, Florida, Massachusetts, New York, and Pennsylvania) from the Healthcare Cost and Utilization Project (HCUP) State Inpatient Databases (SIDs), maintained by the Agency for Healthcare Research and Quality; and the Health Care Financing Administration's Medicare Managed Care Market Penetration Data Files and Medicare Provider Analysis and Review Files.
Analysis of hospital utilization rates for Medicare beneficiaries in the traditional fee-for-service (FFS) Medicare and Medicare HMO sectors and examination of the relationship between these rates and the Medicare HMO penetration rates.
Medicare HMOs have lower hospital utilization rates than their FFS counterparts, differences in utilization rates vary across states, and HMO penetration rates are inversely related to our rough measure of favorable selection.
Substantial growth in Medicare HMO enrollment and the implementation of a new risk-adjusted payment system have led to an increasing need for research on the Medicare program. Improved data collection, better methods, new creative approaches, and alternative data sources are needed to address these issues in a timely and suitable manner.
强调数据局限性、改进数据收集的必要性、开发更好分析方法的必要性以及使用替代数据源来开展与医疗保险计划相关研究的必要性。通过回顾医疗保险健康维护组织(HMO)中风险选择的现有研究、检查其数据局限性并引入一种规避许多此类缺陷的新方法来实现这些目标。
来自医疗保健成本与利用项目(HCUP)州住院数据库(SID)中五个州(亚利桑那州、佛罗里达州、马萨诸塞州、纽约州和宾夕法尼亚州)1995 - 1997年的数据,由医疗保健研究与质量局维护;以及医疗保健财务管理局的医疗保险管理式医疗市场渗透率数据文件和医疗保险提供者分析与审查文件。
分析传统按服务收费(FFS)医疗保险和医疗保险HMO部门中医疗保险受益人的医院利用率,并检查这些利用率与医疗保险HMO渗透率之间的关系。
医疗保险HMO的医院利用率低于其FFS同行,利用率差异因州而异,且HMO渗透率与我们对有利选择的粗略衡量指标呈负相关。
医疗保险HMO参保人数的大幅增长以及新的风险调整支付系统的实施导致对医疗保险计划研究的需求日益增加。需要改进数据收集、更好的方法、新的创新方法和替代数据源,以便及时且适当地解决这些问题。