HMO COST PERFORMANCE: A SIMULTANEOUS EQUATIONS APPROACH
HMO COST PERFORMANCE: A SIMULTANEOUS EQUATIONS APPROACH
批准号:
3427748
负责人:
DANA P GOLDMAN
金额:
$2.16万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
1992
资助国家:
美国
项目状态:
已结题
起止时间:
1992-09-01 至 1994-08-31
中文摘要
过去的研究表明,健康维护组织(hmo)已经
英文摘要
Past research suggests that Health Maintenance Organizations (HMOs) have
reduced per-capita medical expenditures in a variety of settings. Efforts
to uncover the source and extent of these savings have focussed on the role
of bias selection in explaining any differences between the HMOs and their
fee-for-service (FFS) counterparts. Biased selection occurs when
individuals with systematically lower expenditures enroll in HMOs. Its
impact on medical expenditures depends in large part on the factors that
influence a consumer's health plan decisions, but little is known about the
manner in which these decisions are made.
Beginning in 1988, military health care beneficiaries in two states were
given the option of enrolling in an HMO or staying with a standard FFS
plan. Data were collected on utilization, expenditures, and socioeconomic
factors for a random sample of the eligible beneficiaries, as well as a
control group. This demonstration project provides a social experiment
ideally suited for investigating the role of bias selection.
This proposal outlines an econometric model of consumer behavior in h the
enrollment decision depends in part on the mean and variance of expected
cost differences. Conditional on this choice, total expenditures are
observed. Using maximum likelihood techniques, a consistent estimate of
the cost savings can be obtained. The resulting estimates identify the
determinants of individual health plan choice, and the extent of any cost
savings adjusting for bias selection. In particular, they yield estimates
of the responsiveness of HMO enrollment to expected cost savings and
present health status. The following policy simulations are suggested: 1)
what impact does a subsidy of X dollars have on HMO enrollment and
per-capita expenditures? 2) how does HMO enrollment vary if the per-visit
copayment is doubled? 3) what cost savings can be expected if the entire
sample population were enrolled in the HMO? The results of these
simulations should have broad implications for health care policy.
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国内基金
海外基金
Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis
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批准号:--
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项目类别:合作创新研究团队
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资助金额:--
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批准年份:2024
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负责人:姚韬
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依托单位: