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Ocena polityki różnicą w różnicach×Metoda syntetycznej kontroli (SCM)×
DziedzinaWnioskowanie przyczynoweWnioskowanie przyczynowe
RodzinaRegression modelRegression model
Rok powstania1978-20092003–2010
TwórcaAshenfelter (1978); Heckman, LaLonde & Smith (1999); Imbens & Wooldridge (2009)Alberto Abadie & Javier Gardeazabal (2003); Abadie, Diamond & Hainmueller (2010)
TypQuasi-experimental / policy evaluationQuasi-experimental causal inference
Źródło pierwotneImbens, G. W., & Wooldridge, J. M. (2009). Recent Developments in the Econometrics of Program Evaluation. Journal of Economic Literature, 47(1), 5-86. DOI ↗Abadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program. Journal of the American Statistical Association, 105(490), 493-505. DOI ↗
Inne nazwypolicy DiD, program evaluation DiD, policy impact DiD, DiD policy assessmentSCM, synthetic control, synth estimator, Abadie-Diamond-Hainmueller method
Pokrewne44
PodsumowaniePolicy Evaluation DiD applies the difference-in-differences estimator specifically to assess the causal impact of government programs, regulations, or policy reforms. It compares outcome changes in a group exposed to the policy against a comparable untreated group, before and after the policy took effect, isolating the net policy effect from pre-existing trends and time-common shocks.The Synthetic Control Method estimates the causal effect of a treatment or policy on a single treated unit by constructing a weighted combination of untreated units — the synthetic control — that closely resembles the treated unit before the intervention. The gap between the treated unit and its synthetic counterpart after the intervention is the estimated treatment effect.
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ScholarGatePorównaj metody: Policy Evaluation Difference-in-Differences · Synthetic Control Method. Pobrano 2026-06-15 z https://scholargate.app/pl/compare