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Phương pháp Kiểm soát Tổng hợp Không gian×Thiết kế Gián đoạn Hồi quy Không gian (Spatial RDD)×
Lĩnh vựcSuy luận nhân quảSuy luận nhân quả
HọRegression modelRegression model
Năm ra đời2003–2010s2010s
Người khởi xướngAbadie & Gardeazabal (2003); extended to spatial settings by subsequent applied econometric workPopularized by Dell (2010); formalized for geographic boundaries by Keele & Titiunik (2015)
LoạiQuasi-experimental causal inferenceQuasi-experimental causal inference
Công trình gốcAbadie, A., & Gardeazabal, J. (2003). The Economic Costs of Conflict: A Case Study of the Basque Country. American Economic Review, 93(1), 113-132. DOI ↗Dell, M. (2010). The Persistent Effects of Peru's Mining Mita. Econometrica, 78(6), 1863-1903. DOI ↗
Tên gọi khácspatial SCM, geographic synthetic control, spatial SC, spatial counterfactual controlSpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity Design
Liên quan64
Tóm tắtThe Spatial Synthetic Control Method adapts the classic synthetic control framework to settings where treated and donor units are defined by geographic location. By constructing a weighted combination of spatially proximate or comparable control regions, the method estimates what would have happened to a treated area absent the intervention, while explicitly accounting for geographic spillovers, spatial autocorrelation, and contiguity among units.Spatial Regression Discontinuity Design uses a geographic or administrative boundary as the threshold that assigns units to treatment. Observations just inside one side of the boundary are compared with those just outside it, exploiting the near-random variation in treatment status near the cutoff to recover a local causal effect. The approach is widely used in economics, political science, and public health when policies or institutions change sharply at a border.
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ScholarGateSo sánh phương pháp: Spatial Synthetic Control Method · Spatial Regression Discontinuity Design. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare