Operations Research · 1976 · 16 citations · 16 references
BusinessDecision SciencesInfectious DiseasesDecision AnalysisDecision TheoryMulti-criteria Decision MakingDecision-analytic ModelingDiagnostic Test SelectionMultiobjective OptimizationUtility Elicitation MethodsUtility FunctionsUtility TheoryAcute Rheumatic FeverBacterial Sore ThroatClinical Utility AnalysisExpected Utility TheoryMulti-attribute Utility TheoryTactical Medical Decision-makingTreatment StrategiesUtility Function Estimation
In medical decision making one must usually deal with a number of objectives, many of which conflict, under conditions of uncertainty. Multidimensional utility theory offers a methodology for dealing with such situations. This paper describes the analysis of a medical problem, the determination of optimal test and treatment strategies for streptococcal sore throat and rheumatic fever, in which the formulation and assessment of a multidimensional utility function were a central part. We determine optimal diagnostic and treatment strategies, comment on the usefulness of the procedure, and summarize some potential applications.
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Risk Aversion in the Small and in the Large
John W. Pratt · Econometrica · 1976 · 4.7K citations
Introduction to Statistical Decision Theory.
Mark J. Schervish, John W. Pratt, Howard Raiffa et al. · Journal of the American Statistical Association · 1996 · 717 citations
Multiplicative Utility Functions
Ralph L. Keeney · Operations Research · 1974 · 410 citations