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Phương pháp Kiểm soát Tổng hợp Động×Đánh giá Tác động Phản thực tế (CIE)×
Lĩnh vựcSuy luận nhân quảSuy luận nhân quả
HọRegression modelRegression model
Năm ra đời20101970s–2000s
Người khởi xướngAbadie, Diamond & Hainmueller (2010); dynamic extensions by Abadie (2021) and othersHeckman, Imbens, Rubin, and the program evaluation literature
LoạiComparative case study / counterfactual estimationCausal inference / program evaluation
Công trình gốcAbadie, 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 ↗Heckman, J. J., & Vytlacil, E. J. (2007). Econometric evaluation of social programs, Part I: Causal models, structural models and econometric policy evaluation. Handbook of Econometrics, 6B, 4779-4874. DOI ↗
Tên gọi khácDynamic SCM, Time-varying synthetic control, Multi-period synthetic control, DSCCIE, counterfactual evaluation, counterfactual policy evaluation, impact evaluation
Liên quan55
Tóm tắtThe Dynamic Synthetic Control Method extends the classic synthetic control framework to evaluate treatments that unfold over multiple periods or change in intensity over time. It constructs a weighted combination of untreated units that matches the treated unit in pre-treatment outcomes, then traces the full time path of treatment effects period by period after the intervention — capturing not just an average effect but how the effect evolves dynamically.Counterfactual Impact Evaluation is a family of causal methods that estimates the effect of an intervention by comparing what actually happened to participants with what would have happened had the intervention not taken place. Formalised in the Rubin Causal Model and extended by Heckman, Imbens and others, CIE underlies most modern program and policy evaluation practice.
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ScholarGateSo sánh phương pháp: Dynamic Synthetic Control Method · Counterfactual Impact Evaluation. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare