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Ewaluacja wpływu metodą kontrfaktyczną w badaniach edukacyjnych×Metoda syntetycznej kontroli (SCM)×
DziedzinaWnioskowanie przyczynoweWnioskowanie przyczynowe
RodzinaRegression modelRegression model
Rok powstania2000s–2010s2003–2010
TwórcaBlundell & Costa Dias; formalized for EU education policy by the European Commission Joint Research CentreAlberto Abadie & Javier Gardeazabal (2003); Abadie, Diamond & Hainmueller (2010)
TypQuasi-experimental causal inference frameworkQuasi-experimental causal inference
Źródło pierwotneBlundell, R., & Costa Dias, M. (2002). Alternative approaches to evaluation in empirical microeconomics. Portuguese Economic Journal, 1(2), 91-115. 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 nazwyCIE in education, counterfactual program evaluation, causal impact evaluation, education policy impact evaluationSCM, synthetic control, synth estimator, Abadie-Diamond-Hainmueller method
Pokrewne54
PodsumowanieCounterfactual impact evaluation (CIE) is the systematic application of causal inference designs — such as difference-in-differences, regression discontinuity, matching, and instrumental variables — to measure the genuine effect of education programs, policies, or interventions by constructing a credible counterfactual: what would have happened to participants had they not been treated.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: Counterfactual Impact Evaluation in Education Research · Synthetic Control Method. Pobrano 2026-06-19 z https://scholargate.app/pl/compare