American Journal of Psychiatry · 2008 · 13 citations · 28 references
Public AffairsHealth PolicyHealth Care FinancingManaged CareMental Health CareDirect Medical CostsHealth Care CostsHealth Care Expenditure AnalysisHealthcare Cost AnalysisManaged Care FinanceResource Use MeasurementBudgeted CostsHealth Care EconomicsHealth Care Spending PatternsHealth Expenditure DistributionManaged Care InsuranceMedicaid Managed Care EnrollmentMedicaid Managed Care PlansRisk Financing
OBJECTIVE: Managed care financing strategies that involve financial risk to insurers can reduce budgeted health expenditures. However, resource substitution may occur and negate apparent savings in budgeted expenditures. These substitutions may be important for individuals with disabling illnesses. The distribution of societal costs for adults with mental illnesses enrolled in plans that differ in their financial risk is examined to evaluate the degree to which risk-based financing strategies result in net savings or in the differential distribution of costs across public or private payers. METHOD: Six hundred twenty-eight adults with severe mental illnesses enrolled in three Medicaid plans that differ in financial risk arrangements were followed for 1 year to determine the distribution of resource use across Medicaid and other payers. Self-reported service use was obtained through interviews. Cost data were derived from self-reported expenditure, administrative, or agency data. Statistical procedures were used to control for preexisting group differences. RESULTS: Managed care was associated with a tendency toward reduced overall costs to Medicaid. However, private expenditures for managed care enrollees offset decreased Medicaid expenditures, resulting in no net difference in societal costs associated with managed care. CONCLUSIONS: Understanding the distribution of societal costs is essential in evaluating health care financing strategies. For adults with mental illnesses, efforts to manage Medicaid expenditures may result in substituting individual and family resources for Medicaid services. Government must focus on the distribution of societal costs since risk-based financing strategies may redistribute costs across the fragmented human services sector and result in unintended system inefficiencies.
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Classification and Regression Trees.
Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations
Classification and Regression Trees.
John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations
The Economic Value Of Informal Caregiving
Peter S. Arno, Carol Levine, Margaret M. Memmott · Health Affairs · 1999 · 675 citations