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Placebo Test in Education Research×Instrumentvariabelmetoden (IV) för kausal inferens×
ÄmnesområdeKausal inferensHälsoekonomi
FamiljRegression modelProcess / pipeline
Ursprungsår1990s–2000s1990s (modern applications)
UpphovspersonWidely adopted in applied econometrics and education research; codified by Imbens, Wooldridge, Lee, and LemieuxAngrist & Pischke (applied econometrics); rooted in econometric theory
TypFalsification / robustness checkMethod
UrsprungskällaImbens, 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
Närliggande43
SammanfattningA 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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ScholarGateJämför metoder: Placebo Test in Education Research · Instrumental Variables in Health Research. Hämtad 2026-06-20 från https://scholargate.app/sv/compare