Порівняння методів

	Метод інструментальних змінних (ІЗ) для причинно-наслідкового висновку	Аналіз ефективності витрат (CEA)
Галузь	Економіка охорони здоров'я	Економіка охорони здоров'я
Родина	Process / pipeline	Process / pipeline
Рік появи	1990s (modern applications)	1984
Автор методу	Angrist & Pischke (applied econometrics); rooted in econometric theory	Drummond & Stoddart (Health Economics Research Group, McMaster University)
Тип	Method	Method
Основоположне джерело	Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press.	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.
Інші назви	IV, two-stage least squares, TSLS, causal estimation	CEA, ICER, Incremental Cost-Effectiveness Ratio
Пов'язані	3	5
Підсумок	Instrumental 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.