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Metode Variabel Instrumental (IV) untuk Inferensi Kausal×Pemodelan Analitik Keputusan dalam Ekonomi Kesehatan×
BidangEkonomi KesehatanEkonomi Kesehatan
KeluargaProcess / pipelineProcess / pipeline
Tahun asal1990s (modern applications)1975
PencetusAngrist & Pischke (applied econometrics); rooted in econometric theoryPauker & Kassirer (medical decision analysis, Massachusetts General Hospital)
TipeMethodMethod
Sumber perintisAngrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗Pauker, S. G., & Kassirer, J. P. (1975). Therapeutic Decision Making: A Cost-Benefit Analysis. New England Journal of Medicine, 293(5), 229-234. DOI ↗
AliasIV, two-stage least squares, TSLS, causal estimationdecision analysis, decision tree, decision model, health economic model
Terkait35
RingkasanInstrumental 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.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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ScholarGateBandingkan metode: Instrumental Variables in Health Research · Decision Analytic Modeling. Diakses 2026-06-19 dari https://scholargate.app/id/compare