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Assessing Health and Economic Outcomes William C. Black, M.D. Director ACRIN Outcomes & Economics Core Laboratory Dartmouth-Hitchcock Medical Center
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Outline Background Health outcomes Economic outcomes Cost-Effectiveness Analysis
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“Outcomes” Geography is destiny More is not better Patient preferences matter
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http://www.cms.hhs.gov/NationalHealthExpendData/02_NationalHealthAccountsHistorical.asp#TopOfPage US Health Care Expenditures
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Health Expenditures by Country, 2006
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Life Expectancy by Country CountryLife ExpRank Macau84.41 Japan82.13 Canada81.27 United Kingdom79.036 United States78.149 Mexico76.171 China73.5108 Iraq70.0145
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Growth in physician services
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“Outcomes” Determine what works Assess pt preferences Deliver appropriate care
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Hierarchical Model of Efficacy Level 1. Technical Level 2. Diagnostic accuracy Level 3. Diagnostic thinking Level 4. Therapeutic Level 5. Patient outcome Level 6. Societal Fryback & Thornbury. Medical Decision Making 1991;11:88-94.
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Accuracy SE = Pr(T+| D+) SP = Pr(T-| D-) A z = Area under ROC curve
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Baseline Values P0.5 B, C1.0 LEN2.0 LED0.0 SE, SP0.8
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Expected Utility Treat1.0 Test1.3 No Treat1.0
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Limitations Disease spectrum Accuracy of test Natural History of dz Effectiveness of treatment
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Randomized Clinical Trial To ensure that observed differences in outcome depend only on the interven- tions under investigation and not on other factors that affect outcome.
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Outcomes & Economic Core Lab Measure Health Related QOL Measure costs Analyze cost-effectiveness
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Health Related QOL Global rating Symptoms Functional status
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Health Related QOL Non-preference based –Generic, e.g., EVGFP, SF-36 –Disease-specific, SAQ Preference based –Direct, e.g., VAS –Indirect, e.g., SF-6D
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Measuring Preferences - Direct Rating scale Standard gamble Time-tradeoff
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Visual Analogue Scale
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Standard Gamble
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Measuring Preferences - Indirect Quality of Well Being Health utilities index EuroQoL-5D Short Form -6D
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SF-6D 1.Physical functioning 2.Role limitations 3.Social functioning 4.Pain 5.Mental health 6.Vitality
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SF-6D Utility Scoring Physical Functioning TermScore PF1-0.000 PF2-0.053 PF3-0.011 PF4-0.040 PF5-0.054 PF6-0.111 Brazier et al. J Health Econ 2002;21:271-92. U = 1.000 + ∑Score – 0.070
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Measure of patient utility Measured on a scale of 0-1.0 Can be assessed directly or derived from health survey, e.g., SF-36 Quality Adjusted Life Year
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Quality Adjusted Life Years 00.51.0 0.5 1.0 Quantity of Life Quality of Life QALY = 0.5+0.25 = 0.75
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Economic Outcomes Direct –inpatient care –outpatient care –medications Indirect –time and travel
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Hospitalization Costs Triggered by patient questionnaire ICD-9, DRGs, and CPTs coded by MRA Medicare reimbursement –Part A MEDPAR –Part B Physician Fee Schedule
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Outpatient Costs Triggered by patient questionnaire ICD-9 and CPTs coded by MRA Medicare Physician Fee Schedule Red Book avg wholesale prices
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Indirect Costs Triggered by patient questionnaire Travel and other expenses Time from usual activities
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CEA Societal perspective In-trial and lifetime horizons Discounting @ 3% Sensitivity analysis
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Incremental Cost Effectiveness Ratio ∆COSTS ∆QALYS ICER =
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c effect IIIB IV IIIA IA IIIB K Black. Med Decis Making 1990. 10(3): 212-4. cost
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Comparison Do Nothing Do Something STRATEGYCOSTQALYSCER 0 $100,000 0 4 NA $25,000
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Chart Abstraction Process
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Summary Variation in practice Rising costs unsustainable Radiologic imaging target “Outcomes” data collection essential Role of cost-effectiveness analysis
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