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健康経済学におけるマルコフ連鎖モデル×Health Economicsにおける意思決定分析モデリング×
分野医療経済学医療経済学
系統Process / pipelineProcess / pipeline
提唱年19831975
提唱者Beck & Pauker (medical decision analysis, Massachusetts General Hospital)Pauker & Kassirer (medical decision analysis, Massachusetts General Hospital)
種類MethodMethod
原典Beck, J. R., & Pauker, S. G. (1983). The Markov Process in Medical Prognosis. Medical Decision Making, 3(4), 419-458. DOI ↗Pauker, S. G., & Kassirer, J. P. (1975). Therapeutic Decision Making: A Cost-Benefit Analysis. New England Journal of Medicine, 293(5), 229-234. DOI ↗
別名Markov model, state transition model, cohort simulationdecision analysis, decision tree, decision model, health economic model
関連55
概要A Markov model is a decision-analytic tool that simulates disease progression through defined health states over time, calculating cumulative costs and quality-adjusted life years (QALYs) to enable cost-effectiveness analysis. Developed by Beck and Pauker in 1983, Markov models are now the standard framework for projecting long-term outcomes of health interventions, especially chronic diseases where patients transition between clinical states (treatment response, disease progression, remission, death). Used by health technology assessment bodies and pharmaceutical companies to predict intervention value beyond trial duration.Decision analytic modeling is a systematic framework for comparing health interventions by integrating evidence on probabilities, outcomes, costs, and patient preferences into a quantitative model. Developed by Pauker and Kassirer in 1975, decision analysis structures clinical uncertainty and economic trade-offs, enabling transparent comparison of treatment options and identification of optimal strategies. Used in health technology assessment, clinical practice guideline development, and resource allocation decisions.
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ScholarGate手法を比較: Markov Model in Health Economics · Decision Analytic Modeling. 2026-06-20に以下より取得 https://scholargate.app/ja/compare