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健康経済学におけるマルコフ連鎖モデル×費用便益分析(CBA)×
分野医療経済学医療経済学
系統Process / pipelineProcess / pipeline
提唱年19831970s
提唱者Beck & Pauker (medical decision analysis, Massachusetts General Hospital)Boardman, Greenberg, and colleagues (welfare economics)
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 ↗Boardman, A. E., Greenberg, D. H., Vining, A. R., & Weimer, D. L. (2018). Cost-Benefit Analysis: Concepts and Practice (5th ed.). Cambridge: Cambridge University Press. link ↗
別名Markov model, state transition model, cohort simulationCBA, economic appraisal, benefit-cost ratio
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.Cost-benefit analysis compares the total monetary value of benefits produced by a program against its total monetary costs, reporting net present value (NPV) or benefit-cost ratio (BCR). Rooted in welfare economics and used extensively in public policy (transportation, environmental, education, health), CBA answers the question: 'Is this program worth doing from a societal perspective?' Unlike cost-effectiveness analysis, CBA monetizes both costs and benefits, enabling comparison across disparate program types.
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ScholarGate手法を比較: Markov Model in Health Economics · Cost-Benefit Analysis. 2026-06-20に以下より取得 https://scholargate.app/ja/compare