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Metoda instrumentálních proměnných (IV) pro kauzální inferenci×Analýza nákladové efektivnosti (CEA)×
OborEkonomika zdravotnictvíEkonomika zdravotnictví
RodinaProcess / pipelineProcess / pipeline
Rok vzniku1990s (modern applications)1984
TvůrceAngrist & Pischke (applied econometrics); rooted in econometric theoryDrummond & Stoddart (Health Economics Research Group, McMaster University)
TypMethodMethod
Původní zdrojAngrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗Gold, M. R., Siegel, J. E., Russell, L. B., & Weinstein, M. C. (Eds.). (1996). Cost-Effectiveness in Health and Medicine. New York: Oxford University Press. link ↗
Další názvyIV, two-stage least squares, TSLS, causal estimationCEA, ICER, Incremental Cost-Effectiveness Ratio
Příbuzné35
ShrnutíInstrumental variables (IV) is an econometric method to estimate causal effects when treatment or exposure is not randomly assigned and confounding is severe or unmeasured. IV relies on a third variable (instrument) that influences treatment but does not directly affect the outcome, allowing researchers to isolate the causal effect from the noise of confounding. Developed extensively in econometrics (Angrist & Pischke, 1990s–2000s), IV methods are increasingly used in health economics and health services research to leverage natural experiments and policy changes.Cost-effectiveness analysis compares the incremental cost per unit of health benefit gained by one intervention relative to a comparator (standard care or best alternative). Developed rigorously in the 1980s by Drummond, Stoddart, and colleagues, CEA is now the standard framework for technology appraisal globally. NICE, HAS, CADTH, and other health technology assessment bodies use CEA to decide which treatments warrant public funding and at what price.
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ScholarGatePorovnat metody: Instrumental Variables in Health Research · Cost-Effectiveness Analysis. Získáno 2026-06-19 z https://scholargate.app/cs/compare