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Uji Plasebo dalam Penelitian Pendidikan×Metode Variabel Instrumental (IV) untuk Inferensi Kausal×
BidangInferensi KausalEkonomi Kesehatan
KeluargaRegression modelProcess / pipeline
Tahun asal1990s–2000s1990s (modern applications)
PencetusWidely adopted in applied econometrics and education research; codified by Imbens, Wooldridge, Lee, and LemieuxAngrist & Pischke (applied econometrics); rooted in econometric theory
TipeFalsification / robustness 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 regression, falsification test, placebo check, fake-treatment testIV, two-stage least squares, TSLS, causal estimation
Terkait43
RingkasanA placebo test is a falsification check used in quasi-experimental education research to validate a causal design. By applying the same estimator to a time period, group, or outcome where no real effect should exist, researchers verify that their identification strategy is not picking up spurious patterns. A statistically significant placebo estimate signals a flaw in the design, while a null result supports its credibility.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: Placebo Test in Education Research · Instrumental Variables in Health Research. Diakses 2026-06-20 dari https://scholargate.app/id/compare