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Uji Plasebo Evaluasi Kebijakan×Metode Variabel Instrumental (IV) untuk Inferensi Kausal×
BidangInferensi KausalEkonomi Kesehatan
KeluargaRegression modelProcess / pipeline
Tahun asal1990s–2000s1990s (modern applications)
PencetusBertrand, Duflo & Mullainathan (2004 canonical formalization); Imbens & Wooldridge (2009 textbook treatment)Angrist & Pischke (applied econometrics); rooted in econometric theory
TipeFalsification / specification checkMethod
Sumber perintisImbens, G. W., & Wooldridge, J. M. (2009). Recent Developments in the Econometrics of Program Evaluation. Journal of Economic Literature, 47(1), 5-86. DOI ↗Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
Aliasplacebo test, falsification test, fake treatment test, placebo regressionIV, two-stage least squares, TSLS, causal estimation
Terkait43
RingkasanA policy evaluation placebo test is a falsification check used in quasi-experimental research to validate a causal identification strategy. The researcher applies the same estimation method to a pseudo-treatment — a time period, group, or outcome where the real policy could not have had an effect — and checks that no spurious effect is detected. A null placebo result builds confidence that the main estimate reflects a genuine causal impact rather than bias or confounding.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.
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ScholarGateBandingkan metode: Policy Evaluation Placebo Test · Instrumental Variables in Health Research. Diakses 2026-06-19 dari https://scholargate.app/id/compare